01
Executive ROI Audit
Baseline assessment of AI pilots, data grounding, and value gaps — so leadership knows what is stuck, why, and which outcome to pursue first.
Services
Enterprise AI that moves from pilot to P&L impact.
Grounded, production-grade systems — not demos. We help leaders stop experimenting with AI and start driving measurable ROI.
What we do
Through The Grounded Enterprise™, Chili Pepper Studios designs and deploys grounded RAG systems with 40+ years of systems architecture discipline. Every engagement maps to efficiency, quality and risk, or strategic growth — outcomes a CFO can defend.
Offerings
How we activate enterprise AI value
02
Grounded RAG Architecture
Production retrieval-augmented systems tied to trusted enterprise data — transparent, accountable, and built to earn operator and auditor trust.
03
90-Day Value Activation
A structured path from pilot to measurable impact: Audit → Ground → Adoption → CFO Scorecard — value leadership can defend in 90 days.
04
Operational AI Deployment
Ship AI against efficiency, quality/risk mitigation, and strategic growth outcomes — not demos that never leave the lab.
05
Telemetry & CFO Value Scorecards
Adoption tracking and ROI reporting your CFO can put on the scorecard — so scale decisions rest on evidence, not anecdotes.
Engagement
How a 90-day engagement works
Four steps from baseline audit to CFO scorecard. Review the full ROI Framework
Step 01 · Weeks 1–2
Audit
Baseline Audit & Target Selection
Step 02 · Weeks 3–6
Ground
AI Workflow Redesign & Production Grounding
Step 03 · Weeks 7–10
Adopt
Adoption & Telemetry Tracking
Step 04 · Weeks 11–12
CFO Scorecard
CFO Value Scorecard & Scale
Ready to measure AI ROI?
Briefly describe your organization's current AI initiatives, technical constraints, or P&L targets. Our team reviews submissions against the 90-Day ROI Framework and replies within 24 hours.
Schedule ROI Audit