Compliance-as-a-Query · for AI agents in finance

Before your agent moves the money,it asks DecisionLens.

Real-time regulatory verdicts for AI agents — sub-100ms, with the full reasoning chain your auditor will ask for.

  • MCP server & REST
  • Works with Claude Code, Cursor, LangChain, OpenAI Agents SDK
  • Policy templates: AML, KYC, access control, fair lending
  • SOC 2 in progress
curl -X POST https://api.llmforce.ai/v1/evaluate \
  -H "Authorization: Bearer dl_live_xxx" \
  -H "Content-Type: application/json" \
  -d '{
    "policy_context": "aml_standard_v4",
    "decision_type": "wire_transfer",
    "case": {
      "amount_usd": 9850,
      "originator_id": "cust_8f21",
      "beneficiary_country": "MT",
      "prior_24h_count": 3,
      "prior_24h_total_usd": 28400
    },
    "proposed_action": "APPROVE"
  }'
How one call works

Four steps. One API call. Auditor-ready.

01

Agent decides

Your agent is about to act — approve a wire, grant access, onboard a customer, extend credit.

02

Agent calls /evaluate

One POST with the case and a policy slug. MCP server or REST. 60-second install.

03

DecisionLens evaluates

Policy match, risk scoring, full reasoning chain — returned in under 100ms.

04

Agent proceeds, denies, or escalates

Verdict in hand. Audit trace stored. Your regulator gets the receipts, not a black box.

Policy templates

Plug in a policy. Or bring your own.

Start with a template — extend it with your firm’s thresholds, jurisdictions, and override rules. Every template is versioned, diffable, and citable from a verdict.

Read the policy spec

Three reasons it’s worth one extra API call.

Real-time, not retrospective.

Compliance happens before the action — not in next quarter’s audit log. p95 under 100ms.

Reasoning chains, not approvals.

Every verdict ships with a step-by-step trace, policy citations, and confidence. Auditor-ready by default.

Agent-native.

MCP server, REST, and a Claude Code skill. Drop it into any agent loop without re-plumbing.

Every verdict cites the policy, the clause, and the case data that triggered it. No black-box approvals.

<100ms
p95 verdict latency
6
policy templates live
3
interfaces: MCP, REST, Claude Code skill
SOC 2
in progress

Ship agents your compliance officer trusts.

Free tier: 1,000 evaluations / month. No credit card.