ROI & Governance by AI Studio
Accelerate AI initiative reviews and track greenlit projects for measurable impact
Made for retail AI committees to streamline initiative evaluation, approval, and oversight.
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The AI idea to implementation journey
Stage 1
Turn AI Ideas into Structured Proposals
Start with a short form, follow with an AI-guided chat to pitch the opportunity and assess feasibility: quick, clear, and focused.
Use-case suggestions and data guidance based on department needs and available systems.
Dynamic “readiness meter” shows proposal strength as it improves.
By the end, leaders submit a standardized proposal with:
Clear business case supported by your data.
ROI forecast with confidence rating.
Stage 2
Committee Review & Approval
The submission flows into a multi-step review system built for cross-functional AI committees.
Each stakeholder sees exactly what matters to them.
Reviewers can comment, approve, or request changes.
Tracks progress across legal, data, security, and more.
You get:
A consistent format for every submission.
Full context on risk, data gaps, ROI, and recommendations.
Stage 3
Execution Tracking & ROI Monitoring
Stay on top of AI project performance and impact.
Connects with project management and ML tools to track impact.
Measures progress against original timeline and cost expectations.
Translates updates into clear language for decision-makers.
Executive visibility into AI initiatives:
Compare planned vs. actual ROI and timeline.
Flag risks and roadblocks as they happen.
Why Committees Trust It
With ROI & Governance
Standardized, benchmarked, committee-ready submissions.
Forecasted ROI with confidence intervals and comparables.
Governance-aligned context for security, compliance, and strategy.
Ongoing tracking of project health, timeline, and ROI delivery.
Without ROI & Governance
Incomplete proposals stall approvals.
ROI estimates are vague or inflated.
Technical, privacy, and compliance risks surface too late.
No visibility into execution once a project is greenlit.
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See how it works