Illustrative use case · Contract & Compliance
AI Contract Review and Compliance Agent
An agent that does the first pass on contracts, compares them with your standards and flags what needs a professional’s attention.
The Business and the Problem
The business
An illustrative $35 million B2B services company reviewing about 400 customer and supplier agreements a year, with an in-house commercial team and outside counsel.
The problem
- Staff and advisers repeatedly check payment terms, renewals and termination rights.
- Indemnities, liability caps and insurance requirements are compared with standards by hand.
- Deviations from standard language are easy to miss under time pressure.
- Sales and procurement wait while contracts sit in review.
What it costs
Deals and purchases slow down, legal spend rises, and contractual risks are identified inconsistently.
What Agentic Resources Builds
A contract agent connected to your document store and approved playbooks, preparing a first-pass review for your legal or compliance professionals. We are not a law firm and do not provide legal advice.
Read and extract
Reads contracts and extracts material terms.
Compare to playbook
Compares clauses with your standards or approved playbooks.
Spot gaps
Identifies unusual or missing provisions.
Summarize and suggest
Summarizes risks and drafts suggested amendments.
Route issues
Sends significant issues to legal or compliance professionals.
How It Works
Contract uploaded
A draft arrives from sales, procurement or a counterparty.
Terms extracted
Key terms and clauses are captured.
Playbook comparison
Each clause is compared with your standard position.
Risk summary
Deviations and missing provisions are summarized.
Suggested edits
Draft amendments are proposed with citations to the playbook.
Professional review
Your legal or compliance lead decides.
Where People Stay in Control
Legal judgment
Every legal decision is made by a qualified professional.
Playbook ownership
Your team owns and approves the standards the agent uses.
No automatic signing
The agent never approves or signs agreements.
Citations
Every flagged issue points to the clause and the playbook rule.
Potential Results
Faster first-pass review
Initial review in minutes rather than hours.
Less repetitive work
Professionals focus on the clauses that matter.
Quicker cycles
Sales and purchasing agreements move faster.
Consistent risk checks
The same standards applied to every contract.
Potential Financial Value
Illustrative model, not a client result. Figures are assumptions for a business like the one described above. Your own figures come from the measured baseline in our readiness diagnostic.
| Source of value | Modeled assumption | Annual value |
|---|---|---|
| First-pass review time | 400 contracts a year; 60 minutes saved each; $90 per hour blended cost | $36,000 |
| Outside counsel | 15% reduction on $80,000 annual outside counsel spend on routine review | $12,000 |
| Potential annual value (illustrative) | $48,000 | |
Technology
Have a Process Like This in Your Business?
Tell us how it works today. We can help identify what can be automated, what should remain under human control and where the financial return may be greatest.