PPRR × Carnegie
Engagement

Start with one pilot. Architect for all seven.

As Casey noted, we'll bring a proposal with a recommended pilot and a longer-term plan. A pilot-first path gets working software in front of a Carnegie team in weeks, proves value on real data, and de-risks the broader rollout.

How we'd prioritize your seven

Our initial read — we'll refine it with your teams in Discovery.

Use caseImpactEffortPilot candidate
Concur receiptsHighLow★ Recommended
China AI KMSHighMedium★ Recommended
Ask-Andy intranetHighMediumPhase 2
Contact / CRMMediumLowPhase 2
QC monitoringMediumLowPhase 2
Event logisticsMediumMediumPhase 2
Library researchHighHighPhase 2

The Concur receipt agent is the fastest high-impact win; the China AI KMS is the highest-visibility flagship. Either makes a strong first pilot.

01Discovery & prioritization

Week 1–2

We meet the teams behind these ideas — Finance, the China AI Initiative, Climate/DDD, Comms, HR — to map current workflows, systems, and data access, then score each use case on impact vs. effort.

You walk away with: A prioritized roadmap + one recommended pilot.

02Pilot design & security review

Week 2–3

Design the pilot end-to-end: agent behavior, the MCP/connector, the human-review step, and the data-governance model. Your IT and security teams sign off before we build.

You walk away with: Approved design, data-flow diagram, and access model.

03Build the pilot

Week 3–7

We build on Vercel + Supabase + Claude — the working software you've already seen in these demos — wired to your real systems in a sandbox, with weekly demos.

You walk away with: A working pilot on a private URL, on your data.

04Measure & prove

Week 7–10

Run the pilot with a real team. Track time saved, error reduction, and adoption. Tune based on how staff actually use it.

You walk away with: A results readout with hard numbers + a go/no-go on scaling.

05Scale across the seven

Ongoing

Reuse the platform to light up the next use cases — each one mostly configuration on the backbone from the pilot. PRR supports and evolves it.

You walk away with: A living AI platform and a long-term delivery partner.

These demos are Phase 3 — already standing.

We built working versions of all seven before the call to show we move fast and think in production. Next: a Discovery session to pick the pilot and shape it around how Carnegie works.

Revisit the demos