# Case Study Demo Readiness

Canonical path: /case-studies#case-study-demo-readiness

Conversion board for turning provisional case-study writeups into Studio-grade demos without overstating evidence that still needs client approval.

| Case study | Studio surface | Owner | Score | Status |
| --- | --- | --- | ---: | --- |
| AI Event Co-host System | Live event agent rehearsal console | Saujas with Sanjay | 91 | Studio demo scaffolded; waiting on approved proof |
| On-device AI Classification System | Hybrid classifier routing workbench | Sanjay | 91 | Studio demo scaffolded; waiting on approved proof |
| Enterprise RAG System | Grounded RAG evidence evaluator | Sanjay | 91 | Studio demo scaffolded; waiting on approved proof |
| AI-driven Data Collection Platform | Field workflow data-quality monitor | Saujas | 91 | Studio demo scaffolded; waiting on approved proof |

## Missing Before Live Demo

### AI Event Co-host System

- Product path: /studio/customer-support-agent-scorecard
- Benchmark trace path: /benchmarks/support-agent-policy-suite/tasks/regional-language-handoff
- Demo controls: Script cue timeline, Operator override panel, Line-accuracy review, Audience feedback import
- Missing evidence: Client-approved screenshots or walkthrough video; Raw source artifacts with sensitive data removed; Reviewer-signed metric definitions and denominators; Permission to name the buyer, venue, or deployment scope
- Next action: Capture a sanitized walkthrough and attach reviewer-approved metrics before this becomes a live Studio demo.

### On-device AI Classification System

- Product path: /studio/model-recommendation-console
- Benchmark trace path: /benchmarks/indian-enterprise-workflow-suite/tasks/procurement-vendor-shortlist
- Demo controls: Confidence threshold slider, Local/cloud route split, Category confusion table, Cost-latency estimator
- Missing evidence: Client-approved screenshots or walkthrough video; Raw source artifacts with sensitive data removed; Reviewer-signed metric definitions and denominators; Permission to name the buyer, venue, or deployment scope
- Next action: Capture a sanitized walkthrough and attach reviewer-approved metrics before this becomes a live Studio demo.

### Enterprise RAG System

- Product path: /studio/agent-benchmark-explorer
- Benchmark trace path: /benchmarks/ai-security-risk-suite/tasks/sensitive-data-redaction
- Demo controls: Source packet upload, Citation coverage meter, Unsupported-claim detector, Permission-risk checklist
- Missing evidence: Client-approved screenshots or walkthrough video; Raw source artifacts with sensitive data removed; Reviewer-signed metric definitions and denominators; Permission to name the buyer, venue, or deployment scope
- Next action: Capture a sanitized walkthrough and attach reviewer-approved metrics before this becomes a live Studio demo.

### AI-driven Data Collection Platform

- Product path: /studio/indian-workflow-benchmark
- Benchmark trace path: /benchmarks/browser-operations-suite/tasks/invoice-portal-download
- Demo controls: Offline-sync state, Submission quality score, Manager dashboard replay, Exception routing view
- Missing evidence: Client-approved screenshots or walkthrough video; Raw source artifacts with sensitive data removed; Reviewer-signed metric definitions and denominators; Permission to name the buyer, venue, or deployment scope
- Next action: Capture a sanitized walkthrough and attach reviewer-approved metrics before this becomes a live Studio demo.