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What a 6‑Week Product Sprint Can Build
Here are a mix of Product Sprints we've shipped or scoped for a real client, and Product Sprint concepts spawned by team brainstorming sessions. Each one is labeled so you always know which is which.
Shipped
Live and in production.
SAR Narrative Library
A free AML template library, live and generating leads for Econofi.
BSA officers at community banks and MDIs had no free, MDI-aware SAR narrative resource. We shipped a public template library covering four common AML patterns — structuring, dormant-account reactivation, FATF wire activity, round-dollar concentration — each with an MDI-specific context note no other resource includes. Sprint 1 went from scaffold to fully live, validated, and capturing leads through HubSpot.
Econofi Financial Wellness Calculator
Voice-first, bilingual budgeting for the unbanked and underbanked — white-labeled per partner institution.
Most budgeting apps assume a salaried, English-speaking user with a bank account. This one doesn't — it runs calculations by voice in English or Spanish, builds budgets around irregular multi-job income, and shows users the real annual cost of check-cashing and money-order fees (often $1,000+/year) next to what a free credit-union account would cost instead. Built with per-institution branding and configuration, so a partner credit union or community bank can deploy it under its own brand, not just Econofi's.
StreetZones
Public safety for workers.
Built for a start-up founder with an idea to provide public safety for workers. Submitted to the the Workers Lab Innovation Fund Fellowship. Placed Top 10 of 597 applicants.
Skills Gap Navigator
Turns a 2 AM production incident into a personalized lesson — and was itself specced by an AI crew in a day.
DevOps teams lose institutional knowledge every time someone leaves mid-incident. LMS tool to resolve incidents into AI-generated micro-lessons targeted at each engineer's actual skill gaps. Worth knowing: the specification behind this wasn't written by one person over a week — it was brainstormed and written by a single lead developer directing six AI agents, in a single working day.
Presented at DevOps Days Des Moines 2025 - AI Agents: Brainstorming Your Product Discovery and Development.
Blueprint
Scoped and priced for a real engagement; not yet delivered.
Conduit
An AI tutor that gets an electrician's apprentice ready for the IBEW aptitude test.
Full dev spec for a RAG-powered study platform — citation-grounded chat tutoring, adaptive quizzes, spaced repetition, generated audio lessons.
Ready for the 6-Week Product Sprint.
Never Miss a Lead
A fixed-price system so a home-services business never loses a lead to voicemail again.
Contractors — and businesses like them — lose jobs to whoever calls back first, because nobody's near a phone during work hours. Always-on phone/text answering, automatic follow-up on cold quotes, automatic review requests.
Concept Sprint
Illustrative — what a 6-Week Sprint on this problem would ship. Not a completed engagement.
MyReview AI
Flags personality bias in performance reviews before it becomes a decision.
Reviews reward likability over output more often than most managers realize, and it costs the same employees disproportionately every cycle. This sprint would flag personality-coded language in review drafts in real time and suggest rewrites grounded in concrete deliverables.
QuickBriefs
Cuts legal brief prep from days to hours — the attorney signs off on every fact.
Small firms don't have a discovery bench. This sprint would ingest case documents, assemble a forensic fact timeline, and draft a structured first-pass brief section with citations flagged for verification. The attorney reviews and finalizes everything; the AI never files anything.
AgentOffice
The AI office manager for businesses too small to hire one.
A 2–15 person office doesn't need a full ops platform — it needs someone tracking intake, scheduling, invoicing, and follow-up so nothing falls through. This sprint would deliver one dashboard where an agent runs those workflows and escalates only the exceptions. The natural next chapter after Never Miss a Lead ships.
Have a workflow like one of these?