Tasks / Define

Build a roadmap

Can the model sequence bets against capacity and dependencies, and explain the order?

Measures the modelTask v1.0 · 2 casesDifficulty

What AI gets right here, and what you’ll still have to catch

From 14 graded outputs by 7 models. 36% were usable with at most a quick edit.

Reliably right

  1. Outcomes, with certainty that falls with distance95% pass
    Every item names the outcome or problem it serves; near-term items have specific targets (mid-December, January) while later items are looser (trigger-based, contract-dependent).
    Sonnet 5.5 · API · Two squads, eight asks, one half
  2. Sequences around dependencies89% pass
    Messaging service is built before SMS reminders and waitlist auto-fill, reminders before waitlist, and deposits are placed after the contract can be signed; the key dependencies are named.
    Sonnet 5.5 · API · Two squads, eight asks, one half
  3. Plans on the squads we actually have89% pass
    It explicitly excludes the two new squads from committed critical-path work and treats their capacity as upside after observed ramp.
    GPT-6 Astra · ChatGPT · A year of spend management, with a hard deadline

Where it slips

  1. Makes the call on procurement50% pass
    It correctly challenges the $6M claim but proposes only time-bounded validation without a threshold that would justify the full procurement build.
    GPT-6 Luna · API · A year of spend management, with a hard deadline
  2. Produces the required deliverable50% pass
    The roadmap and case are present, but the case is too long and the roadmap has capacity conflicts that would require major rework.
    GPT-6.1 Sol · API · A year of spend management, with a hard deadline
  3. Uses the supplied evidence correctly61% pass
    Most numbers and quotes are correct, but the output presents 'undermines booking reliability' as a current fact when the supplied context only says calendar sync failures cause 38% of support tickets.
    GPT-6 Astra · ChatGPT · Two squads, eight asks, one half

Case viewer

Read the brief, then put up to three outputs side by side, each with the LLM judge’s verdict on every check. Highlights mark what a PM had to fix.

The brief

You're a Staff PM at Harbor. Tom Achebe, our CEO, has shared his draft roadmap for the next four quarters (Q4 2026 to Q3 2027), and asked you to turn it into the roadmap we take to next week's planning offsite. The exec team (CEO, CFO, CRO and CTO) will read it beforehand. Write: 1. The roadmap itself, by quarter or by now, next and later: what each squad works on and the outcome each item serves. 2. The case for it, in no more than 1,200 words: why this order, what you changed from Tom's draft and why, what we're not doing, and the risks that could change the plan. The pack below is everything we have. Not all of it matters equally.

What the model was given12 items: About Harbor, FY27 goal (approved by the board, September 2026), Squads and capacity, Hiring, Card processor deadline, Candidate work (estimates in squad-weeks, by owning squad), Tom's draft roadmap, Procurement evidence, Card spend evidence, Multi-entity evidence, Integrations evidence, Other asks
About HarborSpend management (corporate cards, expenses and approvals) for companies with 200 to 2,000 employees. 1,100 customers, $86M ARR, average 700 employees per customer. 58% of revenue is interchange on card spend; the rest is subscription. Net revenue retention (NRR) is 104%.
FY27 goal (approved by the board, September 2026)Raise NRR to 112% by the end of Q3 2027 by expanding inside existing customers: more spend on Harbor cards, more entities and more modules. New-logo growth matters, but it comes second this year.
Squads and capacityFive squads: Cards, Expenses, Approvals & Policy, Integrations and Platform. After support and on-call, each has about 11 squad-weeks of roadmap capacity a quarter. Squads can take work from another squad's area, but it takes them about 1.5× as long.
HiringTwo new squads were approved in September 2026. Tom's draft counts the first from Q1 2027 and the second from Q2 2027, both at full capacity. Last year, our three approved squads took 5, 6 and 8 months from approval to their first full sprint, and each delivered about half its capacity in its first quarter.
Card processor deadlineOur card processor retires its v1 API on 31 March 2027. Every card authorisation we process runs through v1 today. Migrating to v2 is about 18 squad-weeks of Cards work, and the processor must then run 4 weeks of certification testing before we can cut over. Certification is the processor's time, not ours, but nothing can change on our side while it runs.
Candidate work (estimates in squad-weeks, by owning squad)1. Processor v2 migration: Cards 18. Hard deadline above. 2. Virtual cards for software subscriptions: Cards 10. Needs v2. 3. Real-time spend controls (declines out-of-policy spend at the point of sale): Cards 8, Approvals & Policy 4. Needs v2. 4. Procurement module (purchase requests and approvals, a new paid add-on): Approvals & Policy 30, Integrations 6. 5. Multi-entity support (subsidiaries under one parent account): Platform 12, Approvals & Policy 10. 6. Sage Intacct integration: Integrations 9. 7. Microsoft Dynamics integration: Integrations 12. 8. SSO and SCIM provisioning: Platform 5. 9. Receipt-matching improvements: Expenses 6. 10. Mobile app rewrite: Expenses 22.
Tom's draft roadmapQ4 2026: Cards: v2 migration. Approvals & Policy: multi-entity. Integrations: Intacct. Platform: multi-entity. Expenses: receipt matching. Q1 2027: Cards: finish migration, start virtual cards. New squad A: procurement module. Integrations: Dynamics. Platform: SSO and SCIM. Q2 2027: Cards: virtual cards, spend controls. New squad A: procurement launch. New squad B: mobile rewrite. Q3 2027: Cards: spend controls. Everyone else: procurement adoption, mobile launch. Tom's note: “Procurement is our path to 112%. I've told the board it can add $6M of ARR in its first year.”
Procurement evidenceSix design partners have used a prototype since June. Two said they would pay for it; the other four already use a dedicated procurement tool and said they'd need a reason to switch. Proposed price: $8 per user per month, for users who raise purchase requests. At our customers, about 10% of employees raise purchase requests.
Card spend evidenceIn QBRs with our 60 largest customers, 26 asked for virtual cards for software subscriptions, and 31 CFOs asked for real-time spend controls. Finance estimates our customers pay about $410M a year of software subscriptions on other cards or by invoice (extrapolated from the 60 QBR accounts). Our net interchange is 1.1% of card spend.
Multi-entity evidence14 of our 60 largest customers have asked for it. Between them they have 52 subsidiaries not on Harbor, and 9 of the 14 have said in writing they would add their subsidiaries once it exists. Customer Success sized it at $2.9M ARR if all 52 joined at their parents' pricing.
Integrations evidence17% of customers use Sage Intacct through a CSV export. Their gross revenue churn is 13% a year, against 7% for customers on our NetSuite integration. Intacct was cited in 31% of lost new-logo deals last year, Dynamics in 8%. 3% of customers use Dynamics.
Other asksCRO: “Five enterprise deals worth $1.2M of pipeline need SSO and SCIM, and 11 existing accounts have it on their security review list.” CTO: “The mobile app is on a framework version that loses support in late 2027, and I want the rewrite done before then.” Support: receipt auto-match is at 71%, and unmatched receipts are the most common expense ticket.
What a strong answer doesThe answer key the graders mark against

A four-quarter roadmap that protects the 31 March deadline: the migration build has to finish by about early March to leave 4 weeks of certification, which is roughly all of Cards' capacity for Q4 and most of Q1 (18 of about 18 squad-weeks available before certification). So it adds help or buffer (Platform or another squad at 1.5×, or cutting everything else from Cards) and moves virtual cards out of Q1: both v2 features start only after cut-over (virtual cards Q2, spend controls Q2–Q3). It treats the new squads as upside: on past hiring they arrive around February to April 2027 and deliver half capacity in their first quarter, so nothing committed depends on them before Q2–Q3. It makes a clear call on procurement: the $6M claim needs about 890 accounts (81% of customers) paying $6,720 a year each (70 requesters × $8 × 12), and only 2 of 6 design partners would pay, so it replaces the 30-week build with a cheap paid test with a threshold, and keeps Approvals & Policy on multi-entity and spend controls, which have stronger expansion evidence ($2.9M sized, 9 of 14 committed in writing; about $1.5M a year of interchange from moving a third of the $410M of subscriptions onto virtual cards). Intacct comes early for its churn; Dynamics later or cut; SSO and SCIM are small and justified; the mobile rewrite waits for a new squad, before the framework's support ends. It lists what changed from Tom's draft, what's not being done, and the risks (certification slipping, hiring slipping), with commitment falling with distance.

Critical failures (cap the score at 40)
  • Leaves the processor migration finishing too late for 4 weeks of certification before 31 March 2027, or schedules virtual cards or real-time spend controls before it
Case

Staff-level · v1.1 · synthetic · B2B SaaS, fintech, capacity, hard deadline, staff-level

The outputs

7 setups answered this brief. Pick up to three to read side by side.

Critical failure: Leaves the processor migration finishing too late for 4 weeks of certification before 31 March 2027, or schedules virtual cards or real-time spend controls before it. Score capped at 40.

Needs more than a quick edit0 of 12 checks passed

A PM would need to redo the hiring assumptions, procurement math, capacity sums, and card migration sequencing. The output cannot be used with only wording or emphasis edits.

Output

Harbor FY27 Product Roadmap

Prepared by: Staff PM, Harbor For: Executive Team Review (CEO, CFO, CRO, CTO)

---

Part 1: The FY27 Roadmap (Q4 2026 – Q3 2027)

Our roadmap is structured into horizons (Now, Next, Later) to account for squad capacity constraints, hiring lead times, and critical infrastructure dependencies. Every initiative directly maps to our core FY27 mandate: raising NRR from 104% to 112%.

NOW (Q4 2026)

Focus: Mandatory infrastructure, unblocking enterprise sales security requirements, and protecting existing revenue.

  • Cards Squad (11 squad-weeks):
  • Processor v2 API Migration (11/18 sw used): Commencing the mandatory migration off the retiring v1 API.
  • Platform Squad (11 squad-weeks):
  • SSO and SCIM Provisioning (5 sw): Directly unblocks $1.2M in enterprise pipeline and clears 11 existing account security reviews (CRO request).
  • Multi-Entity Foundation (6/12 sw used): Architectural groundwork for parent-subsidiary accounts.
  • Integrations Squad (11 squad-weeks):
  • Sage Intacct Integration (9 sw): Addresses our highest-churn segment (13% churn vs. 7% on NetSuite) and eliminates a major barrier in lost new-logo deals (31% of losses).
  • Spillover buffer (2 sw).
  • Expenses Squad (11 squad-weeks):
  • Receipt-Matching Improvements (6 sw): Bumps auto-match above 71% to reduce the most common support ticket category.
  • Mobile App Rewrite - Phase 1 (5/22 sw used): Early scoping and architecture on the CTO's supported framework upgrade.
  • Approvals & Policy Squad (11 squad-weeks):
  • Multi-Entity Approval Workflows (10 sw): Pairing with Platform to enable cross-subsidiary governance.
  • Spillover buffer (1 sw).

---

NEXT (Q1 2027)

Focus: Completing technical debt, launching high-value expansion modules, and integrating critical ERPs.

  • Cards Squad (11 squad-weeks):
  • Processor v2 API Migration - Completion (7/18 sw used): Finalising code before the March 31 deadline, entering the 4-week certification freeze.
  • Virtual Cards for Software Subscriptions - Initiation (4/10 sw used).
  • Integrations Squad (11 squad-weeks):
  • Microsoft Dynamics Integration (12 sw adjusted to 11 sw capacity via minor scoping): Expanding our enterprise ERP footprint.
  • Platform Squad (11 squad-weeks):
  • Multi-Entity Support - Completion (6/12 sw used): Finalising multi-subsidiary entity structures.
  • Expenses Squad (11 squad-weeks):
  • Mobile App Rewrite - Phase 2 (11/22 sw used): Core feature porting and UI overhaul.
  • New Squad A (Hired Dec 2026, delivering at ~50% capacity = ~5.5 sw):
  • Procurement Module - Phase 1 (5.5/30 sw used): Setting up core purchase requests and initial approval logic.

(Note: During Q1, the card processor runs 4 weeks of certification testing. No changes can be deployed to card flows during this time).

---

LATER (Q2 – Q3 2027)

Focus: Unlocking high-margin card spend, launching the flagship procurement add-on, and modernizing mobile infrastructure.

  • Q2 2027 (Squads operating at full scale, plus New Squad B onboarding):
  • Cards Squad: Virtual Cards for Software Subscriptions (6 sw remaining) & Real-time Spend Controls (8 sw).
  • New Squad A (Procurement): Procurement Module - Phase 2 (18 sw total across Q2).
  • Expenses Squad: Mobile App Rewrite - Phase 3 / Launch Preparation (11 sw remaining of 22).
  • New Squad B (Hiring initiated Q1, arriving Q2, delivering ~5.5 sw): Deployed to accelerate Procurement integrations (Integrations/A&P support).
  • Q3 2027 (Fully ramped capacity across 7 squads):
  • Cards Squad: Real-time Spend Controls rollout and optimization.
  • New Squad A & B: Procurement Module Launch, GA, and initial adoption drives.
  • Expenses Squad: Mobile App GA (satisfying CTO's late-2027 framework deprecation timeline).
  • Platform / A&P / Integrations: Cross-functional adoption loops for Procurement, Multi-Entity, and Dynamics/Intacct.

---

Part 2: The Case for the Roadmap

1. Why This Order? (Balancing Reality and Ambition)

Our mandate is clear: raise NRR to 112% by the end of Q3 2027. To achieve this, we must unlock high-value expansion vectors (Procurement, Virtual Cards, Multi-Entity) while shoring up retention leaks (Sage Intacct churn, mobile app obsolescence, enterprise security blocks).

However, ambition must bow to physics. Tom’s draft roadmap contained a fatal flaw: it assumed new squads would ship code on day one and deliver 100% capacity immediately. Historical data at Harbor proves that newly approved squads take 5 to 8 months to reach their first full sprint and deliver roughly 50% capacity in their first quarter.

Furthermore, Tom’s draft scheduled the Procurement module to launch in Q2 2027 using a brand-new squad. Under realistic hiring timelines (approving the first squad in September means they only start shipping in earnest in Q1 at half-capacity), that timeline was impossible.

We have ordered this roadmap to respect three non-negotiable constraints: 1. The Card Processor Hard Deadline: On March 31, 2027, our processor kills the v1 API. If we do not finish the 18 squad-weeks of migration and the 4-week certification freeze by then, our card processing halts entirely—crushing 58% of our revenue. 2. Realistic Squad Ramp-Up: New Squad A (approved September) is phased in realistically for Q1 (delivering ~5.5 squad-weeks) and hits full stride in Q2. New Squad B is phased in for Q2. 3. Sequence of Dependencies: Virtual Cards and Real-time Spend Controls technically require the v2 API. Therefore, they cannot launch until Q2, immediately following the Q1 v2 migration and certification window.

2. What We Changed from Tom’s Draft and Why

  • Shifted Procurement Timelines and Squad Allocation: Tom’s draft had New Squad A building and launching Procurement in Q1/Q2. Given historical hiring lags and the massive scope of Procurement (30 sw for Approvals & Policy + 6 sw for Integrations), we have stretched Procurement development across Q1 (New Squad A partial capacity) and Q2 (full capacity + New Squad B support), targeting a GA in Q3. Trying to rush it in Q2 would result in a broken launch or squad burn-out.
  • Shifted Real-Time Spend Controls and Virtual Cards to Q2: Tom scheduled virtual cards in Q1. Because virtual cards and spend controls depend on the v2 API, and the processor locks us out for 4 weeks of certification testing during Q1, these items are now correctly sequenced for Q2 deployment, ensuring zero downtime risk.
  • Brought Forward Enterprise Security & Retention Fixes (Q4): We moved SSO/SCIM, Sage Intacct, and receipt-matching improvements into Q4. Why? Because NRR isn't just about selling new modules; it's about stopping the bleeding. Sage Intacct users churn at nearly double the rate of NetSuite users (13% vs 7%), and Intacct blocks 31% of new-logo deals. Fixing this now preserves our base. Similarly, securing $1.2M in enterprise pipeline via SSO/SCIM in Q4 directly supports our growth goals without waiting for unproven modules.

3. What We Are Not Doing (And Why)

To protect focus and deliver on our NRR targets, we are explicitly declining or deferring several candidate items: * Alternative ERP Integrations (Beyond Intacct and Dynamics): While long-tail ERP requests exist, our data shows Intacct (17% of customers, high churn) and Dynamics (enterprise blocker) are the revenue levers that matter. Other ERPs are deferred to FY28. * Ad-Hoc Feature Requests from QBRs: While 26 out of 60 top customers asked for software virtual cards, we are delivering that. However, we are saying no to custom reporting suites and bespoke workflow builders requested by individual accounts until multi-entity and procurement are fully bedded down.

4. Risks That Could Change the Plan

1. Card Processor Certification Delays: * Risk: The processor’s 4-week certification window uncovers critical bugs on our side, forcing us to rewrite v2 migration code during the freeze. * Mitigation: We have front-loaded the 18 squad-weeks of migration work into Q4 and early Q1 to ensure we submit for certification well ahead of the March 31 hard stop. 2. Hiring Velocity for New Squads: * Risk: Tech talent market tightening could delay the onboarding of New Squad A and B engineers. * Mitigation: If hiring slips by a quarter, New Squad B’s intake is dropped, and the Procurement launch slips from late Q2 to mid-Q3. We would backfill critical path items by temporarily reallocating the Platform squad. 3. Procurement Adoption Skepticism: * Risk: Design partner feedback indicates that 4 out of 6 design partners already use dedicated procurement tools and need strong convincing to switch. Tom’s assumption of $6M ARR in Year 1 may be aggressive if attach rates lag. * Mitigation: At $8/user/month (impacting ~10% of employees at a 700-employee average customer = ~$6,700 ARR per customer), we need roughly 90 enterprise customers adopting it in Year 1 to hit the $6M target. Success hinges on Customer Success and Sales enablement, which begins in Q2 alongside build completion.

Claims the judge couldn’t find in the brief

  • About 90 enterprise customers adopting procurement in Year 1 would hit Tom's $6M ARR claim.
  • New Squad A was hired in December 2026 and can deliver about 5.5 squad-weeks in Q1 2027.
  • New Squad B can be initiated in Q1 2027, arrive in Q2 2027, and deliver about 5.5 squad-weeks.
  • Dynamics is an enterprise blocker and a revenue lever that matters.

Grades and run details

Decision model 25 · LLM judge 0 of 13 checks
Decision model checks
  • failUses the supplied evidence correctly8%
  • partialAddresses the actual decision32%
  • failRespects explicit constraints82%
  • passIdentifies material uncertainty27%
  • partialAvoids unsupported claims27%
  • failProduces the required deliverable71%
  • failProtects the processor deadline57%
  • partialPlans on the squads we actually have56%
  • failMakes the call on procurement76%
  • partialOutcomes, with certainty that falls with distance51%
  • failFits the stated capacity43%
  • failSequences around dependencies82%
Run
Run
#1
Time to output
10 s
Submitted
1 Oct 2026

Needs more than a quick edit5 of 12 checks passed

A PM would need to shorten the case, correct the false draft claim, and rework procurement and virtual-card dependencies before using it. The core sequencing is strong but not ready without substantive edits.

Output

Harbor Roadmap, Q4 2026 to Q3 2027

Pre-read for the planning offsite. Prepared from Tom's draft.

Part 1: The roadmap

Planning assumptions - Each existing squad has 11 squad-weeks of roadmap capacity a quarter. Work done in another squad's area costs 1.5×. - The two new squads are planned at the dates our history supports, not the approved dates. Last year's squads took 5 to 8 months from approval to their first full sprint. - Squad A: 0 weeks in Q1, about 5 in Q2 (half capacity), about 11 in Q3. - Squad B: 0 weeks in Q2, about 5 in Q3. - Nothing committed depends on either new squad. - The fiscal year runs Q4 2026 (Oct to Dec) through Q3 2027 (Jul to Sep).

Squad plan by quarter (squad-weeks in brackets)

SquadQ4 2026Q1 2027Q2 2027Q3 2027
Cardsv2 migration (11)v2 migration: code complete by ~31 Jan (4). Certification runs through Feb with no card-stack changes. Cutover ~1 Mar. Cutover contingency (3). Virtual cards design and sandbox build, no production changes (4)Virtual cards build and launch ~May (6). Real-time spend controls (5)Spend controls launch ~Jul (3). Adoption work on virtual cards and controls with CS (8)
Platformv2 migration support (5, which buys ~3.3 Cards-weeks). Multi-entity (6)Multi-entity, ships ~end Feb (6). SSO and SCIM, ships by end Mar (5)Subsidiary onboarding tooling and SSO rollout to the 11 accounts (5). Procurement billing and permissions, if the gate passes (6)New-squad onboarding and spend-controls latency support (5). Reserve (6)
Approvals & PolicyMulti-entity (10). Procurement pricing test with design partners (1)Procurement build, phase 1 (11). Gate at end of MarchSpend controls policy engine (4). Procurement (7)Procurement finish (8). Beta, then GA ~Sep (3)
IntegrationsSage Intacct, ships ~early Dec (9). CSV-to-integration migration tooling (2)Move ~187 Intacct CSV customers onto the integration, with CS (5). Dynamics (6)Dynamics, ships ~May (6). Procurement integrations (5)Procurement integrations (1). Hardening and reserve (10)
ExpensesReceipt matching (6). Mobile rewrite (5)Mobile rewrite (11)Mobile rewrite, feature-complete ~May (6). Beta and fixes (5)Staged rollout. Old app retired by end Sep, a quarter or more before framework support ends
New squad A (upside)——Onboarding (~5)~11: accelerate procurement, then own it. Otherwise, adoption work on cards
New squad B (upside)———Onboarding (~5). Scope set at Q2 planning

Items, outcomes and key dates

ItemOutcome it servesKey dateOwner
Processor v2 migrationKeeps every card authorisation running. That protects the 58% of revenue that is interchangeCode complete ~31 Jan, cutover ~1 Mar, about 4 weeks of buffer before 31 MarCards + Platform
Multi-entityMore entities: 9 customers have committed in writing to add subsidiariesShips ~end Feb. Subsidiaries onboard in Q2 and Q3Platform + A&P
Virtual cardsMore card spend: brings software subscriptions onto Harbor cardsLaunches ~MayCards
Real-time spend controlsMore card spend: gives CFOs the confidence to issue more cards (31 CFOs asked for it)Launches ~JulCards + A&P
Intacct integration and CSV migrationRetention: Intacct-on-CSV customers churn at 13%, against 7% on NetSuite. Also addresses 31% of lost dealsIntegration ships Dec. Customers move in Q1Integrations
SSO and SCIMRetention of the 11 accounts with it on their security review list. Also $1.2M of new-logo pipelineShips MarPlatform
ProcurementMore modules: a new paid add-onGate end Mar. GA ~SepA&P
DynamicsNew-logo win rate (8% of lost deals)Ships ~MayIntegrations
Receipt matchingLower support load: the most common expense ticketShips DecExpenses
Mobile rewriteRemoves platform risk before the framework loses supportOld app retired by SepExpenses

NRR bridge: what this plan plausibly delivers by end of Q3 2027

Moving NRR from 104% to 112% needs about $6.9M of additional net expansion (8 points of $86M).

LeverBasisEstimate in window
Multi-entity9 of the 14 requesting customers committed in writing, roughly 33 of 52 subsidiaries. The $2.9M figure assumes all 52 join$1.5M to $2.9M
Virtual cards$410M × 1.1% = $4.5M ceiling. Assumes 15 to 35% captured within ~5 months of launch$0.7M to $1.6M
Intacct churn reduction~$14.6M of ARR on CSV. Closing the churn gap is worth ~$0.9M a year, and only part of that lands in window$0.3M to $0.6M
ProcurementGA in ~SepUnder $0.3M
Spend controls, SSO and SCIMNot sizedUpside or protection
Total$2.8M to $5.4M, or roughly 107% to 110% NRR

---

Part 2: The case for it

The short version

Tom's draft has the right ingredients. It does, however, have three problems:

  1. No buffer on the processor deadline. The migration has no room to slip against a date that could stop every card authorisation.
  2. Key work sits on squads we won't have. Procurement and the mobile rewrite depend on new squads that history says won't exist at full capacity until Q3 at the earliest.
  3. Procurement can't carry the goal. It is expected to deliver the NRR target, but the evidence doesn't support $6M and the timing puts almost none of it inside the measurement window.

This plan protects the deadline first. It then sequences the levers with the strongest evidence so they land early enough to count. Even so, product alone likely gets us to 107% to 110%, not 112%. The exec team should know that now, not in Q3.

Why this order

1. The processor migration comes first, with buffer.

Every authorisation runs through v1, so a missed cutover puts most of our revenue at risk. On Tom's draft: - Cards alone finishes the 18 weeks around late February. - The 4-week certification then ends in the last days of March. - That leaves under a week of slack, with December holidays not counted and no room for a failed certification.

Lending 5 Platform weeks in Q4 changes this: - Code complete moves to about 31 January. - Cutover lands around 1 March. - We have roughly four weeks of buffer.

This also means virtual cards can't "start in Q1" as the draft says. During certification nothing on our card stack can change. Cards will do design and sandbox work in Q1 and start production work after cutover.

2. Multi-entity and virtual cards next, because they have the best evidence and they land in time.

NRR is measured at the end of Q3, so anything launching after about June barely counts. Our two strongest levers are: - Multi-entity: 9 customers have committed in writing to add subsidiaries, which is about $1.5M to $2.9M. - Virtual cards: a $4.5M ceiling. 26 of our 60 largest customers asked for them.

Multi-entity ships in February. Virtual cards ship in May. Real-time spend controls follow in July because they share the Cards squad. They matter to 31 CFOs, but we haven't sized them.

3. Retention work runs in parallel, because it is cheap.

  • Intacct: 9 weeks of work. It addresses a segment churning at nearly twice our NetSuite rate and appears in 31% of lost deals. The integration only reduces churn if customers actually move off CSV, so I added a Q1 migration push with CS.
  • SSO and SCIM: 5 weeks of work. It protects 11 accounts and unblocks $1.2M of pipeline.

4. Procurement is real but gated, and it is not the FY27 lever.

What I changed from Tom's draft, and why

  1. Migration buffer. Platform lends 5 weeks in Q4. The cost is that multi-entity moves from December to February. I think that trade is clearly right, because the downside of a missed cutover is existential.

2. New squads planned realistically. - Squads approved in September reach their first full sprint between February and May, based on last year's 5 to 8 months. - Each then runs at half capacity for a quarter. - Squad A realistically gives about 5 weeks in Q2. Squad B gives nothing before Q3. - I've kept every committed item on the existing five squads. The new squads are upside.

3. Procurement moved to Approvals & Policy and gated. - A&P owns the domain, has capacity after multi-entity, and was left without work in the draft. - Build starts in Q1. At the end of March we need signed paid-pilot commitments from about 10 customers beyond the two design partners, or we redirect A&P. - GA lands around September. If Squad A arrives on time, it accelerates the work.

4. The $6M procurement figure needs resetting with the board. - At $8 per user per month and 10% of our ~770,000 employees raising requests, the ceiling is about $7.4M a year if every customer adopts. $6M therefore implies about 81% adoption. - Only 2 of 6 design partners said they'd pay. The other four already use a dedicated tool. - At a one-in-three adoption rate, procurement is worth about $2.5M at full run-rate, reached over years, and less than $0.3M inside FY27. - I recommend Tom and the CFO correct this at the next board touchpoint, before the board starts tracking it.

5. Mobile rewrite moved to Expenses, starting in Q4. - Expenses owns the app and the draft left it idle after Q4. - The rewrite finishes by May, and the old app is retired by September. - This gives the CTO's deadline real margin. Leaving it on Squad B would risk missing it.

  1. Spend controls now include the A&P work (4 weeks). The draft omitted this.
  1. Dynamics moves from Q1 to May. The Intacct customer migration goes first, because Intacct matters roughly five times more by customer count and lost deals.

What we're not doing

  • Not claiming procurement drives FY27 NRR. We are also not building past the March gate without paid commitments.
  • Not starting virtual cards or anything else on the card stack before cutover.
  • Not putting any deadline-critical or NRR-critical work on unhired squads.
  • Not adding new-logo-only features beyond Intacct, Dynamics and SSO, which also serve retention. New logos come second this year, as the board set.
  • Not filling the Q3 reserve on Platform and Integrations. That slack absorbs migration fallout, integration hardening and new-squad onboarding. If the migration goes cleanly, we can release it to card-spend adoption work at Q2 planning.

Risks that could change the plan

1. Certification fails or needs a second round. A re-run would consume the entire buffer. - Book the certification slot now. - Run a pre-certification dry run in January. - Ask the processor in writing for a contingency extension and an emergency-fix protocol for the freeze window. - If code complete slips past mid-February, pull more Platform capacity immediately.

2. The $410M software-spend figure is extrapolated from our 60 largest accounts. Smaller customers may put proportionally less software spend on cards. - In Q4, validate it with AP data from about 20 mid-sized customers. - If it halves, virtual cards is worth about $0.4M to $0.8M in window and spend controls rises in priority.

  1. Multi-entity conversion comes in below the written commitments. CS should agree subsidiary onboarding plans with the 9 customers in Q1, before the feature ships.
  1. Real-time spend controls sit on the authorisation path. A latency problem could cause false declines. Platform supports this work in Q3, and we should launch in stages.
  1. Hiring slips further. This doesn't threaten committed dates, but procurement would stay in Q3 and our adoption capacity shrinks.
  1. The procurement gate fails. A&P redirects to deeper spend controls and multi-entity policy features, both of which feed card spend.
  1. The mobile framework end-of-support date is only "late 2027". The CTO should confirm the exact date.

Decisions we need at the offsite

  1. Approve Platform's Q4 loan to Cards, accepting that multi-entity moves to February.
  2. Agree the board message on procurement, and the gate criteria behind it.
  3. Close the NRR gap. This plan lands about 107% to 110%. Closing the remaining $1.5M to $4M needs commercial levers the CRO and CFO own, such as CS-led card activation, packaging and pricing, and a multi-entity sales motion beyond the 9. Otherwise we tell the board now that 112% is a stretch.
  4. Authorise the processor extension request.

Claims the judge couldn’t find in the brief

  • Tom's draft left Approvals & Policy without work.

Grades and run details

Decision model 79 · LLM judge 5 of 13 checks
Decision model checks
  • failUses the supplied evidence correctly16%
  • passAddresses the actual decision98%
  • partialRespects explicit constraints33%
  • passIdentifies material uncertainty100%
  • passAvoids unsupported claims20%
  • failProduces the required deliverable66%
  • passProtects the processor deadline98%
  • passPlans on the squads we actually have96%
  • passMakes the call on procurement59%
  • passOutcomes, with certainty that falls with distance88%
  • passFits the stated capacity39%
  • passSequences around dependencies62%
Run
Run
#1
Time to output
3.5 min
Submitted
30 Sept 2026

Usable with a quick edit11 of 12 checks passed

A senior PM could use this with light edits because the evidence, capacity math, deadline protection, and procurement call are all present. The only minor cleanup is tightening some later-quarter allocation language.

Output

Harbor FY27 roadmap: expand existing customers first

For the planning offsite | Q4 2026–Q3 2027

Recommendation: protect card continuity, unlock committed subsidiary expansion, then bring more existing-customer spend onto Harbor. Treat procurement as a commercial hypothesis to validate—not as committed revenue or a committed launch.

Board outcome: raise NRR from 104% to 112% by the end of Q3 2027. This roadmap supports that goal; the available evidence does not yet establish a credible revenue bridge all the way to 112%.

1. Proposed roadmap

Planning rules

  • Commit against the five existing squads, each with 11 squad-weeks per quarter. Neither new squad is on the critical path.
  • Numbers below are squad-weeks. Named feature estimates come from the pack; remaining capacity is an allocation ceiling for rollout, validation, hardening or contingency, not an estimate for additional features.
  • Cross-squad delivery uses the stated 1.5× cost.
  • Adoption work targets expansion and retention in existing accounts. It is not a placeholder for additional module builds.
SquadQ4 2026 — Protect and unblockQ1 2027 — Launch foundationsQ2 2027 — Capture spendQ3 2027 — Scale adoption
CardsProcessor v2: 11. Own architecture, integration and critical migration work. Outcome: eliminate the card-authorisation shutdown risk.Processor v2: remaining 3, plus 8 reserved for defects, freeze, certification and cutover contingency. Target certification 12 Feb–12 Mar, cutover 15 Mar, ahead of the 31 March retirement. No virtual-card launch commitment this quarter.Virtual cards: 10, plus 1 for integration support/contingency. Launch with customers identified through the QBRs. Outcome: move software subscription spend onto Harbor cards.Up to 11: virtual-card activation, spend conversion, controls integration support and reliability. Outcome: sustained incremental card spend before the NRR measurement date.
Approvals & PolicyMulti-entity: 10; procurement commercial validation: up to 1. Outcome: policy support for subsidiary expansion; early test of willingness to pay.Up to 7: multi-entity onboarding and policy fixes; up to 4: procurement validation. Outcome: convert written subsidiary commitments and decide whether procurement merits a funded build.Spend controls: 4; up to 7: multi-entity rollout and controls policy setup. Outcome: make controls usable by finance teams and expand subsidiary adoption.Up to 11: controls rollout, policy tuning and remaining subsidiary onboarding. Outcome: adoption that expands spend rather than creating excessive declines or customer friction.
IntegrationsSage Intacct: 9, plus 2 for pilot rollout and fixes. Outcome: remove a recurring accounting workflow gap in a substantial existing-customer segment.Up to 11: Intacct rollout, reliability and measuring CSV-to-integration conversion. Outcome: reduce retention risk and support expansion.Up to 11: Intacct and multi-entity accounting rollout; unused capacity remains reserve. Outcome: accounting readiness does not block subsidiary activation.Up to 11: integration adoption and reliability against remaining account-level expansion blockers. No Dynamics commitment.
PlatformMulti-entity: 11 of 12. Outcome: build the account structure needed for subsidiary expansion.Multi-entity: remaining 1; SSO/SCIM: 5; up to 5 for rollout and hardening. Launch multi-entity after the remaining platform work and acceptance testing. Outcome: activate subsidiaries and address existing-account security reviews, with enterprise pipeline as a secondary benefit.Up to 11: multi-entity and SSO/SCIM onboarding, operational hardening and contingency. Outcome: reliable expansion across larger customer organisations.Up to 11: scale and security work tied to demonstrated adoption issues. Outcome: retain and expand larger accounts without accumulating operational risk.
ExpensesProcessor support: 6, delivering 4 Cards-equivalent weeks; receipt matching: 5 of 6. Outcome: buy migration schedule margin while progressing the most common expense support issue.Receipt matching: remaining 1; up to 10 for rollout, quality measurement and fixes. Outcome: improve auto-match from the 71% baseline and reduce unmatched-receipt tickets.Spend-controls engineering: 9, delivering 6 of the 8 Cards-equivalent weeks; up to 2 for receipt quality. Cards retains technical ownership. Outcome: develop controls alongside virtual cards rather than queueing both behind one squad.Spend-controls engineering: 3, delivering the final 2 Cards-equivalent weeks, followed by an early-quarter launch subject to acceptance. Up to 8: controls hardening, receipt quality and mobile lifecycle assessment. Outcome: give controls time to drive adoption before quarter-end.

Critical-path checks

  • Processor migration: Q4 delivers 11 Cards weeks + 4 equivalent weeks from Expenses = 15. Q1 delivers the final 3, reaching the required 18. The February certification target creates margin before the hard retirement date.
  • Certification freeze: no changes to the certified implementation during the four-week processor window. Before committing dates, confirm the precise freeze scope, book the processor slot and agree cutover acceptance criteria.
  • Multi-entity: Approvals & Policy completes its 10 weeks in Q4; Platform completes 11 + 1. Therefore this is a Q1 launch, not a Q4 launch.
  • Spend controls: Expenses spends 12 actual weeks across Q2–Q3 to deliver 8 Cards-equivalent weeks; Approvals & Policy supplies its 4 weeks in Q2. Work begins only after v2 is live.
  • New squads: plan no committed output until teams are staffed and their ramp is observed. Use initial capacity for bounded adoption, testing or hardening work; allocate larger scope only after a delivery review.

Outcome scorecard

WorkstreamMeasure that matters
Overall expansionNRR and a cohort-based revenue bridge separating expansion, contraction and churn
Multi-entitySubsidiaries activated, incremental ARR and activation time; start with the nine parents that committed in writing
Virtual cardsIncremental software spend moved onto Harbor and resulting net interchange—not cards issued
Spend controlsEnabled accounts, incremental spend unlocked, decline quality and customer friction
IntacctEligible-account adoption, CSV retirement and subsequent retention/expansion versus comparable accounts
SSO/SCIMResolution of the 11 existing-account security reviews; pipeline conversion tracked separately
Receipt matchingMatch rate, incorrect matches and unmatched-receipt tickets per expense
Procurement discoveryPaid commitments at the proposed pricing, requester-seat counts and a credible reason to switch

CS, Sales and Finance should turn these into named-account activation targets and a revenue bridge at the offsite. We should not invent conversion forecasts from the current pack.

2. The case for the plan

Why this order

First, protect the revenue engine. Every card authorisation uses an API retiring on 31 March, and interchange represents 58% of revenue. Tom’s migration occupies 18 of Cards’ 22 available weeks across Q4 and Q1, but must also leave four calendar weeks for certification. Quarterly capacity alone does not prove that schedule is safe.

Borrowing six Expenses weeks moves four Cards-equivalent weeks into Q4. That leaves only three planned migration weeks in Q1 and creates room for defects and certification. Receipt matching slips slightly; card continuity takes precedence.

Second, prioritise expansion with identifiable buyers. Multi-entity has the strongest evidence of a concrete expansion action: nine parents have committed in writing. The full 52-subsidiary opportunity is $2.9M ARR, but we cannot treat that total as committed or infer how many subsidiaries the nine parents represent. Launch in Q1, then sell and onboard—not merely ship.

Third, pursue spend expansion in parallel. Virtual cards have a direct connection to software spend currently outside Harbor. Controls address the most frequently expressed card need in the QBRs and may make finance teams comfortable moving more spend onto Harbor. Borrowing Expenses capacity costs four additional squad-weeks versus specialist delivery, but avoids serialising both products through Cards and supports an early-Q3 controls launch.

The $410M software-spend estimate implies a $4.51M annual net-interchange ceiling at 1.1%, before accounting for capture rates, timing or spend that cannot move from invoice to card. It is an opportunity, not a forecast. Both features may affect the same spend; we will not double-count it.

Fourth, remove retention and expansion friction. Intacct serves 17% of existing customers, versus 3% for Dynamics. The 13% versus 7% churn difference is an association, not proof the integration causes better retention, but it supports prioritising Intacct. SSO/SCIM is relatively small and addresses 11 existing-account security reviews. Receipt matching targets the largest expense support problem.

What changes from Tom’s draft

  • Hiring no longer funds commitments. Historical time to the first full sprint was five to eight months, with half-capacity delivery in the first quarter. September approvals do not justify a full squad in Q1 and another in Q2. Further, new squads taking specialist work incur the stated transfer cost.
  • Migration gains early borrowed capacity and an explicit certification window. Virtual cards no longer competes with the deadline in Q1.
  • Multi-entity launches in Q1. Platform’s 12-week estimate exceeds one quarter’s 11-week capacity.
  • Procurement moves from committed launch to commercial validation. Its revenue claim is not supported by current evidence.
  • Controls gets borrowed delivery capacity. This creates an earlier adoption window without relying on hiring.
  • Dynamics and the mobile rewrite leave the committed horizon. The freed capacity supports existing-customer outcomes and schedule resilience.

Why procurement is not the anchor

At the proposed price, an average customer has 70 requester seats and contributes:

70 × $8 × 12 = $6,720 ARR.

Reaching $6M ARR requires approximately 893 average-sized customers—81% of today’s customer base. Only two of six design partners said they would pay; neither is described as a signed commitment. Four already have a competing tool.

The estimated build is 30 Approvals & Policy weeks plus six Integrations weeks, before any additional cross-squad cost. That is too large a bet to anchor this year’s NRR target without stronger evidence.

Validation should seek paid commitments, actual seat counts and evidence of a differentiated switching reason. It is not an unbudgeted production build. A successful gate triggers an explicit investment decision, identifying displaced work and a capacity-backed launch date.

What we are not doing

We are not committing to procurement launch or its $6M claim, Dynamics, or a 22-week mobile rewrite in this horizon. We are also not inventing new feature scope to consume every available week.

The mobile support deadline remains real. By Q3, the CTO must establish the exact end-of-support date and a funded maintenance, upgrade or rewrite path. If continued safe operation requires starting earlier, it returns as a mandatory trade-off—not an assumed new-squad assignment.

Risks that could change the plan

The largest execution risks are processor certification availability, migration work that cannot be delegated, and underestimated multi-entity or controls complexity. Validate the processor work split immediately; any threat to certification displaces discretionary work first.

The largest commercial risk is insufficient expansion capture. At an illustrative $86M opening cohort, an eight-point NRR improvement represents $6.88M more retained/expanded ARR than a 104% outcome. Finance must reconcile the actual cohort and baseline. Even the full multi-entity and software-card opportunity totals only $7.41M before timing, conversion and overlap effects. This plan does not justify promising 112%.

Review the revenue bridge after Q1 launches. Weak activation should shift capacity toward removing proven adoption blockers. Strong paid procurement evidence, an earlier mobile security deadline, or demonstrated new-squad capacity can justify a replan—but none should silently become an assumption today.

Grades and run details

Decision model 83 · LLM judge 13 of 13 checks
Decision model checks
  • passUses the supplied evidence correctly35%
  • passAddresses the actual decision99%
  • partialRespects explicit constraints26%
  • passIdentifies material uncertainty100%
  • passAvoids unsupported claims58%
  • failProduces the required deliverable52%
  • passProtects the processor deadline94%
  • passPlans on the squads we actually have99%
  • partialMakes the call on procurement37%
  • passOutcomes, with certainty that falls with distance92%
  • passFits the stated capacity54%
  • passSequences around dependencies56%
Run
Run
#1
Time to output
2.0 min
Submitted
1 Oct 2026

Check by check

Where the outputs differ comes first. Open a check to read the judge’s reasons. “Mixed” means the two graders disagreed.

Where they differ 12

Uses the supplied evidence correctlyWrongWrongRight
Gemini 3.5 Flash-Lite · Gemini

It miscomputes the procurement adoption math, invents hiring dates and squad arrival assumptions, and adds unsupported Dynamics and ad-hoc request facts.

Opus 5.5 · Claude

Most quantitative evidence is used correctly, but the output makes at least one false current-situation claim about Tom's draft leaving Approvals & Policy without work.

GPT-6 Astra · ChatGPT

The output’s factual statements and arithmetic are drawn from the supplied context, and it labels uncertain causal and revenue claims appropriately.

Addresses the actual decisionWrongRightRight
Gemini 3.5 Flash-Lite · Gemini

It commits to a roadmap, but the procurement decision is not a clear evidence-based call because it keeps the full build and uses a 10x-wrong adoption threshold.

Opus 5.5 · Claude

It commits to a clear four-quarter order and decision set for the exec team, including the migration buffer, procurement gate, and NRR gap.

GPT-6 Astra · ChatGPT

It commits early to protecting card continuity, launching multi-entity, validating procurement rather than building it, and deferring Dynamics and mobile, with clear replan triggers.

Respects explicit constraintsWrongWrongRight
Gemini 3.5 Flash-Lite · Gemini

It violates the processor sequencing constraint by starting virtual cards in Q1 and relies on unhired squads arriving earlier than the hiring history supports.

Opus 5.5 · Claude

It exceeds the 1,200-word limit for the case and proposes virtual-card sandbox work before cut-over despite the stated v2 dependency.

GPT-6 Astra · ChatGPT

It provides a quarter-by-quarter roadmap and a case under 1,200 words, respects the 11 squad-week capacity, 1.5× cross-squad cost, and processor certification constraint, and does not rely on unhired squads.

Identifies material uncertaintyMixedRightRight
Gemini 3.5 Flash-Lite · Gemini

It names hiring and certification risks but does not bound the key procurement unknown with a threshold or test that would change the build decision.

Opus 5.5 · Claude

It names material unknowns such as certification failure, spend extrapolation, multi-entity conversion, latency, hiring, and procurement gate failure, with mitigations or decision triggers.

GPT-6 Astra · ChatGPT

It names certification, hiring, migration delegation, multi-entity/controls complexity, procurement willingness to pay, and revenue-bridge uncertainty, with resolution or replan conditions.

Avoids unsupported claimsWrongMixedRight
Gemini 3.5 Flash-Lite · Gemini

It presents invented hiring timing, Dynamics blocker status, and custom reporting/workflow requests as current facts.

Opus 5.5 · Claude

It presents false or under-supported current-situation claims, including that Approvals & Policy was idle in Tom's draft and that Intacct matters roughly five times more by lost deals.

GPT-6 Astra · ChatGPT

It avoids presenting procurement revenue, integration causation, or the 112% bridge as established facts and labels them as hypotheses or ceilings.

Produces the required deliverableWrongWrongMixed
Gemini 3.5 Flash-Lite · Gemini

The pack is within length and has roadmap plus case, but it is not usable without redoing capacity, hiring, procurement, and deadline sequencing.

Opus 5.5 · Claude

The roadmap and case are present and usable, but the case is too long for the requested pre-read format.

GPT-6 Astra · ChatGPT

The roadmap and case are present, executive-readable, and actionable with only light edits.

Protects the processor deadlineWrongRightRight
Gemini 3.5 Flash-Lite · Gemini

It schedules virtual cards in Q1 alongside migration and certification, despite the requirement that v2 features start only after cut-over.

Opus 5.5 · Claude

It finishes migration by about 31 January, books February certification, cuts over around 1 March with buffer, and keeps production card-stack changes out of the freeze.

GPT-6 Astra · ChatGPT

It finishes the migration with a February-to-March certification window before 31 March, adds buffer and borrowed capacity, and starts virtual cards and spend controls only after cut-over.

Plans on the squads we actually haveWrongRightRight
Gemini 3.5 Flash-Lite · Gemini

It commits procurement to New Squad A in Q1 and New Squad B in Q2 based on unsupported December/February hiring assumptions rather than treating new squads as upside.

Opus 5.5 · Claude

It plans new squads as upside, with no committed deadline-critical or NRR-critical work depending on them before Q2-Q3.

GPT-6 Astra · ChatGPT

It explicitly excludes the two new squads from committed critical-path work and treats their capacity as upside after observed ramp.

Makes the call on procurementWrongMixedRight
Gemini 3.5 Flash-Lite · Gemini

It checks Tom's $6M claim but calculates roughly 90 customers instead of about 890, and still commits to the full 30-week procurement build.

Opus 5.5 · Claude

It checks the $6M claim but still commits a large procurement build before a paid-pilot threshold, rather than replacing the 30-week build with a cheap test.

GPT-6 Astra · ChatGPT

It checks Tom’s $6M claim against pricing and customer-base arithmetic, weighs the weak design-partner evidence, commits Approvals & Policy to better-evidenced work, and proposes a paid validation gate.

Outcomes, with certainty that falls with distanceWrongRightRight
Gemini 3.5 Flash-Lite · Gemini

Many items name outcomes, but later items remain overly specific and several commitments are not tied to the NRR expansion outcome.

Opus 5.5 · Claude

Each item names an outcome, and later-quarter scope is looser than near-quarter commitments.

GPT-6 Astra · ChatGPT

Each workstream has an outcome, near-term items are specific, and later-quarter scope is deliberately looser and tied to adoption or contingency.

Fits the stated capacityWrongMixedRight
Gemini 3.5 Flash-Lite · Gemini

Committed work exceeds stated capacity in places, such as Dynamics at 12 squad-weeks against 11, and it does not show how cross-squad or new-squad work fits.

Opus 5.5 · Claude

Several committed items exceed candidate estimates or add unestimated work, such as virtual cards, procurement, and mobile beta, so the sums do not cleanly fit the stated capacity.

GPT-6 Astra · ChatGPT

The committed squad-week sums fit the stated 11-week quarterly capacity, use the 1.5× cross-squad cost, and identify deferred work such as Dynamics and mobile.

Sequences around dependenciesWrongMixedRight
Gemini 3.5 Flash-Lite · Gemini

It names v2 dependencies but still places virtual cards before cut-over and sequences procurement around assumed new squads rather than proven capacity.

Opus 5.5 · Claude

It respects the processor freeze but violates the virtual-cards dependency on v2 by scheduling sandbox build work before cut-over.

GPT-6 Astra · ChatGPT

It sequences virtual cards and spend controls after v2, multi-entity after Platform and Approvals work, and procurement build after validation, naming the key dependencies.

Results

Every setup we’ve tested on this task, across all cases and repeats, graded on the current checklist. Calibrated: the graders match our PM on 89% of checks.

#Model · HarnessTask scoreDecision modelLLM judgeRunsCritical failures
1Sonnet 5.5withAPI89.6100.02None
2GPT-6 AstrawithChatGPT91.787.52None
3GPT-6.1 SolwithAPI91.784.62None
4GPT-6 LunawithAPI85.076.32None
5Opus 5.5withClaude80.565.12None
6Gemini 3.8 FlashwithAPI70.151.92None
7Gemini 3.5 Flash-LitewithGemini28.48.322 capped

About the task

The PM job

Turning strategy into a sequenced plan.

Why it matters

A roadmap is where strategy meets capacity. Dated feature lists turn guesses into promises.

What good looks like

  • Items are problems or outcomes, not just features
  • Sequencing reflects dependencies
  • Explicit trade-offs
  • Commitment falls with distance

Deliberately not measured

  • Gantt formatting
Capability tested

Sequencing under constraints

The failure we’re looking for

A dated wishlist sorted by excitement

Grading

Decision model and LLM judge, calibrated against a blind PM review