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Spend Control for Legal Review Agents

Legal review agents process contracts and discovery — paid inference and data per matter. Per-matter budgets, defensible logs.

Where legal review agents spend

Document review inference per page.

Paywalled legal data per query.

Discovery pipelines per GB.

The failure modes

A re-review after a prompt change multiplies inference.

Unknown research vendors bypass procurement.

Which rules to start with

Per-matter ceiling.

Merchant allowlist for approved databases.

Category rule: review vs research.

Spend map

Legal review spendControl
Document reviewPer-matter ceiling
Legal dataMerchant allowlist
DiscoveryPer-matter cap

FAQ

Can I enforce per-client budgets?

Yes — per-agent rules map to per-matter ceilings.

Is the trail defensible?

Every decision is logged — an evidence source, not a certification.

Related

Stop the next $12,400 night.

One API call (or MCP tool) in front of every agent transaction — APPROVED, BLOCKED, or FLAGGED, deterministic, ~5 ms, fully logged.

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