Stripes' AI Sprint Status

Partner Update · Monday, May 25, 2026 · Phase 2: Week 8
Our AI team builds and maintains StripesAI, so every team member across Stripes can solve their own problems with AI they build themselves.

This Week: Consumer & Enterprise Pod Polish (May 25 – May 29)

StripesAI Scoring Update: AI team iterating with Bryan and Ron on the next round of scoring updates — incorporating partner feedback into how companies score across pods. skill/agent sourcing
IR: 3 builds in flight: StripesAI LP Demo Materials (est. May 27), Portco Board Deck processing via Reducto pipeline (est. May 29), Preqin into LP MCP (est. June 5). LP demo artifacts and Forge screenshots already in IR review. skill/agent
Finance: Banking API push: Ramp API/DB and SVB API/DB both in active build; Citizens API added to the queue (est. June 5). skill/agent
Network: 4 active builds wrapping: Tagging System P2 (est. May 26), Folder Calls Processing Improvements (est. May 27), Sourcing Application (est. May 29), and Enterprise Dream List Web Page. Backlog now tightened to focused, near-term items. skill/agent
Talent: Portfolio Company Executive Team Map: Final pass on the portco exec map, now est. May 29. skill/agent
Infrastructure: Consumer Benchmarks Dashboard (est. May 29) and Subpod Benchmarks via Reducto continuing. Unowned Scout Notifications wrapping for both Enterprise and DCS (est. May 29). skill/agent

Last Week: Consumer Board Launches + Network Refactor (May 18 – May 22)

Consumer pod board launched in beta at consumer.stripes.ai: First cut shipped Monday May 18, giving the consumer team a single live surface for pipeline review. Add-a-company flow on the roadmap; iteration ongoing alongside the existing Monday board. skill/agent sourcing
Network shipped +2 and completed a major data refactor: 9 → 11 done. Network Calls now surface in the Network Website with attendees auto-resolved from calendar emails. Data Centralization in Supabase unified Thrive + Gatsby + Monday + SONAR Network into one entity-resolved source. Backlog cleanup condensed total Network items from 60 to 23, sharpening focus on near-term builds. skill/agent
Phase 2 shipped +4 across teams: Talent shipped Job Change Indicator powered by Harmonic data (5 → 6 done, 60%). Finance shipped Quickbooks API connector (9 → 10 done). Cap Mkts and IR held. Phase 1 also picked up +2 — Migrate Scout DB to SONAR Signals and Evaluate Snowflake Deep Research both closed. skill/agent

Blockers & Risks

None this week.
Now — Phase 2 Active · Week 8 of 8
Phase 2: Expansion to Other Teams
Rolling AI out across five functional teams. 40 skills shipped to date, 15 in active build. V2 GenAI scoring infrastructure live at ai-scoring.stripes.ai across all 10 enterprise sub-pods; Consumer pod board in beta at consumer.stripes.ai — iteration continuing. Network team completed a major data-model cleanup, condensing the team backlog from 60 to 23 focused items. Each box below shows skills delivered and overall completion.
Finance
10
14% · 71 total
IR
11
34% · 32 total
Network
11
48% · 23 total
Cap Mkts
2
50% · 4 total
Talent
6
60% · 10 total
Next — Phase 3 & Phase 4
Phase 3: Alpha
Scoring, signal detection, and pattern recognition that generate information advantages
Phase 4: Portfolio
Direct AI work with portcos: e.g. demand forecasting, workflow automation, and product enhancement
Sprint Complete — Phase 1 Delivered
Phase 1: Parity and Investment Team ✓
Table-stakes tooling and company intelligence across investment lifecycle — delivered April 1
Wk 1 · Mar 3–7
Wk 2 · Mar 10–14
Wk 3 · Mar 16–21
Wk 4 · Mar 23–28
Ship · Apr 1 ✓
Phase 1 Skills
72
+33 since ship · holding
Sprint Progress
100%
Phase 1 Delivered

Firm-Wide Snapshot

Total Skills
144
done across firm · +2 WoW
In Progress
38
active builds · −3 WoW
Queued
136
across all teams · −20 WoW
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