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Structured monthly investor update

A monthly investor update in a fixed JSON outline: an executive summary leading with numeric cash burn and runway, KPIs with actual vs predicted values, the five fixed accomplishment categories each populated, plans across three horizons, and a financing outlook, all structurally checked.

You receive: A JSON object { period, executive_summary: { cash_burn, runway_months, highlights:[..], lowlights:[..], key_metrics:[{name,actual,predicted}] }, details: { kpis:[{name,actual,predicted}], accomplishments:{sales,product,marketing,partners,staffing}, challenges:[{issue,plan}], plans:{next_month,next_quarter,next_year}, market_updates, next_financing }, asks:[..] }. The accomplishment keys (sales, product, marketing, partners, staffing) and plan keys (next_month, next_quarter, next_year) are fixed literals the validator requires to be present; extra keys are ignored.

Part of Launch Product, Pitch Investors

What's verified: STUD verifies structure and counts on the JSON update: it parses as a single JSON object no larger than 20,000 characters; the top-level period exactly equals your reporting period; executive_summary carries a numeric cash_burn and a numeric runway_months, at least your minimum count of non-empty highlights (default 2), a lowlights array (it may be empty), and a key_metrics array; details.kpis carries at least your minimum count of KPIs (default 2), each with a non-empty name and numeric actual and predicted values, and no duplicate KPI names; details.accomplishments contains each of the five fixed categories, the keys 'sales', 'product', 'marketing', 'partners', 'staffing', each with non-empty text (extra keys are ignored, not machine-blocked); details.plans contains each of the keys 'next_month', 'next_quarter', 'next_year', each non-empty (extra keys are ignored, not machine-blocked); details.challenges is an array where every entry names a non-empty issue, and, only when you set 'Every challenge must have a plan' to yes (default no), every challenge also carries a non-empty plan; details.next_financing is non-empty text; asks is an array. Your minimum-highlights setting must be 1 to 20 and minimum-KPIs 1 to 30 or the deliverable is rejected. STUD does NOT verify any arithmetic or numeric relationship: it does not check that runway_months is consistent with cash on hand divided by cash_burn, that KPI actuals reconcile to your books, or that any figure is true or plausible. STUD does NOT verify the quality, accuracy, or investor-readiness of the prose; lowlights, key_metrics, and asks entries beyond the array type checks; or market_updates at all. Your company name and period notes are operator context only and never affect the verdict.

Opens soon

Cost20 credits
ProtectionHeld until verified delivery

This play is verified and ready. It opens soon, once sign-in and payments are live.

Example

A sample of what this play produces. Your result is generated for your inputs.

Period

2026-06

Executive summary

Cash burn82000
Runway months14
Highlights
  • Signed 3 design partners
  • Shipped the workspace fact store: state a fact once, every play uses it
  • Net revenue retention reached 118 percent
Lowlights
  • Sales cycle longer than modeled
  • One infra outage (43 minutes)
Key metrics
NameActualPredicted
MRR$41,000$38,000
Active buyers172150

Details

Kpis
NameActualPredicted
Accepted runs21001800
Gross margin (percent)7168
Accomplishments
Sales3 design partners signed
ProductWorkspace fact pre-fill shipped across the catalog
Marketing2 launch posts, 14k views
PartnersModel-provider referral test agreed
StaffingAdded a founding engineer
Challenges
IssuePlan
Sales cycle lengthAdd a self-serve trial to shorten time-to-value
Infra outageAdd multi-region health checks and alerting
Plans
Next monthOpen self-serve trials
Next quarterLaunch a third-party supply pilot
Next yearReach $1M ARR
Market updatesAgent adoption is accelerating, and buyers are consolidating on systems that hold their business context rather than one-off chat tools.
Next financingPlanning a seed extension in Q4 2026.

Asks

  • Warm intros to 2 fintech platform leads
  • Feedback on the self-serve trial flow

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