Taming Contract Chaos with AI
If you can't tell us how many active contracts you have, you have contract chaos. Here's how Papyrus brings every clause, obligation, and renewal back under control.
Taming Contract Chaos with AI
The question that exposes contract chaos: "How many of your active contracts have a renewal date in the next 90 days?"
If the answer is “let me check with Legal”, you have contract chaos. If the answer is “we don't track that centrally”, you have severe contract chaos. Either way, it costs you money — through auto-renewals you forgot to cancel, lapsed obligations, and counterparty disputes you can't defend.
The five things AI does to your contracts
When you upload a contract to Papyrus, the AI pipeline does five things in sequence:
- Classifies the document as a contract (vs invoice, vs memo, vs board minute)
- Extracts metadata: parties, effective date, term, value, governing law, signatories
- Detects key clauses: termination, liability, indemnity, confidentiality, non-compete, force majeure, IP assignment
- Identifies obligations: payment milestones, renewal dates, notice periods, deliverable dates
- Scores risk: based on clause analysis, counterparty history, value, deviation from your templates
You don't need to do anything for this to happen. Upload a PDF, walk away, come back to a structured contract record.
What “tamed” actually looks like
A tamed contract portfolio answers these questions instantly:
- How many active contracts do we have, by counterparty?
- What's our total exposure with [Vendor X]?
- Which contracts expire in the next 30 / 60 / 90 days?
- Which contracts have non-standard indemnity clauses?
- What obligations are due this month, and to whom?
Each of these is a Papyrus saved search away.
The counterparty intelligence dashboard
Once you have 50+ contracts in Papyrus, the Counterparty Intelligence dashboard becomes the most valuable view in the system. It aggregates per-counterparty:
- Total active exposure (sum of contract values)
- Payment history (on time / late / disputed)
- Compliance status (KRA PIN valid, ID verified, DPA-compliant)
- Risk score trend over 12 months
- Active obligations both ways
This is the view a CFO uses to walk into a renegotiation. It's also the view Procurement uses to consolidate spend.
The 90-day rollout
We typically see customers tame contracts in three sprints:
- Sprint 1 (weeks 1-4) — bulk-ingest all active contracts via batch upload. Let AI extract metadata. Spot-check 20% for accuracy.
- Sprint 2 (weeks 5-8) — define your contract templates and clause library. Wire renewal alerts to the legal team.
- Sprint 3 (weeks 9-12) — onboard one counterparty-heavy department (Procurement or Sales) and start measuring cycle time.