Contractual Licensing Intelligence Platform

Built for media studios sales teams to sell movie licenses faster, cleaner, and with more accuracy

$10 Billion Industry

Global TV Distribution Market Opportunity

Turning licensing complexity into faster revenue decisions for studios worldwide

📄 Module 1 · Contract Extraction
🧑‍💻 Module 2 · Human-in-the-Loop Forecasting
🤖 Agentic · Governed · Observable

The Market Opportunity

At global scale, TV distribution alone is a $10B industry — and leakage needs manual intervention from sales teams to identify revenue markers and push the sale faster.

$10B+
Annual TV Distribution
15%
Revenue Lost to Leakage
$1.5B
Revenue CLIP™ can help unlock

Why Now?

🚀 Manual intervention is the bottleneck

Sales teams must still identify revenue markers, validate eligibility, and leverage the sale across every deal.

📊 Faster, more accurate execution

CLIP gives studios a way to catch leakage earlier and act on it with a structured, repeatable process.

Today's Manual Reality

Manual processing is cumbersome, takes weeks to months, and context gets lost as data is spread across multiple systems.

📖 Contract size
80–200 pages
⏱️ Time to interpret
2–3 weeks per contract
🎯 Accuracy baseline
68% (single LLM)
💸 Revenue leakage
~15% in each deal value
🧩 AI assist today
Even GPT/chat AI leaves the hard parts fragmented

The Core Challenge

Licensing rules are scattered. Even when teams use GPT or direct chat AI systems day to day, the work still breaks across systems, context is lost, and leakage remains hidden.

Where Context Gets Lost

📧 Email threads
📁 Shared drives
📊 Spreadsheets
✍️ Legal redlines
💬 Ad hoc chat AI sessions
🗂️ Rights & CRM systems

Our Solution, Part 1: Licensing Subject Matter Expert

AI-powered extraction that behaves like a licensing expert — structured, grounded, and reviewable.

Four Rule Segments

  • Qualifiers: Which titles?
  • Windows: When licensed?
  • Caps: How many / how often?
  • Rate Cards: What cost?

Why This Approach Works

  • Agentic RAG orchestration
  • Specialist LLM cluster per segment
  • Multi-modal (tables, images, redlines)
  • Grounded by catalog reference context

End-to-end in under 2 hours, including human-in-the-loop checkpoints at the key milestones, so the sales team can move fast without losing control.

Result: Accuracy

≥94%
Extraction accuracy on 80–200 page contracts

Result: Speed

< 2 hours
End-to-end extraction with human-in-the-loop checkpoints

Module 2: Human-in-the-Loop Intelligence

Fast turnovers for forecasts, projections, and revenue decisions in high-drive sales environments.

🎯 Real-Time Eligibility

Apply extracted rules to the full catalog instantly. Every title gets scored across every active contract.

12,000+ titles evaluated in ~60 seconds

⚡ Manual Overrides & Approval

Sales teams review every extraction and make informed decisions. No black-box automation—humans approve every rule before execution.

Confidence badges guide focus

Four Eligibility States

🟢
Eligible Now

Window open, book today

🟡
Conditional

Awaiting trigger date

🔵
Forecast

Future-eligible window

🟠
Make-Eligible

Ranked playbook to unlock

The Business Impact

Measurable outcomes for studios and distributors.

98%
Reduction with both modules

4–6 weeks → within 1 day turnaround

15%+
Revenue Recovery

Leakage eliminated

5×
Planner Productivity

Scenario runs to estimate projections before the sale closes

Per Major Studio: $50M–$200M Annual Revenue Opportunity

Run sales scenarios, estimate projections, and prioritize the highest-value deals faster.

Why This Matters

✓ Forecasting: 12-month visibility into licensable titles by contract, product category, and term year.

✓ Faster turns: Sales teams make pricing and booking decisions in hours, not weeks.

Go-to-Market: The Next 6 Months

Land with one studio, prove it on their real data, then scale the same playbook across the industry.

1
Deploy to a Studio
Stand up CLIP with a design partner studio as the first live deployment
2
Working PoC on Their Data
Connect directly to their source system data — real contracts, real catalog, real numbers
3
Integrate, Enhance, Custom-Fit
Tailor rule segments, workflows, and integrations to that studio's exact systems and process
4
Expand to Other Studios
Package the proven playbook and roll it out to additional studios and distributors

The Vision

CLIP™ is the licensing operations center for media. Every studio, every distributor, every licensing buyer relies on it to extract, forecast, and execute licensing strategy.

🚀 Contracts → Clarity → Revenue → Growth

Annex: Agentic Architecture & Trust Framework

CLIP™ isn't a single prompt — it's an agentic system that is validated end-to-end, from how it plans and uses tools to how accurate, grounded, cost-aware, and observable every run is.

Agent Lifecycle — Validated at Every Step

1
Plan
Agent plans retrieval across the contract
2
Tool Use
Scoped, permissioned tool calls only
3
Ground
Every field checked against catalog reference
4
Verify
Confidence-scored, benchmarked vs. golden rules
5
HIL Approve
Human reviews and locks before execution
6
Observe
Every run traced, costed, and auditable

🎯 Groundedness & Accuracy

  • Zero invented fields — every value grounded in catalog reference context
  • Every extracted rule cites the exact contract clause
  • Continuously benchmarked against golden rule sets across qualifiers, start dates, caps & rate cards
  • ≥94% extraction accuracy target, tracked per contract

🛠️ Tool Usage, Cost & Observability

  • Every tool call scoped, permissioned, and logged — no unsupervised writes
  • Per-contract cost and token tracking with model routing
  • Full run tracing — every agent decision is replayable
  • Dashboards for latency, cost, and accuracy drift over time

🔗 Open Integration Layer — projections and forecasts externalize to SAP, Tableau, or any studio-internal system as a native capability.

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