Productised AI for operations-heavy and regulated teams.

// illustrative · agent-shape sketch
// What a production-grade agent looks like on paper —
// retrieval, tool use, guardrails, evals, deploy step.
// Not a snapshot of a deployed Team Bison system.
import { Agent, tool, retriever } from '@teambison/agents';
import { policies, precedent, vehicles } from './stores';

const policyStore = retriever({
  store: policies,
  hybrid: { lexical: 0.4, vector: 0.6 },
  topK:   8,
});

export const claimsTriage = new Agent({
  name:  'claims.triage',
  model: 'claude-sonnet-4-7',
  system: 'You triage vehicle damage claims. Cite policy and precedent.',
  tools: [
    tool('searchPolicies',     policyStore),
    tool('extractClaimFields' ,extract),
    tool('lookupVehicle',      vehicles),
    tool('escalateAdjuster',   page),
  ],
  guardrails: {
    pii:           true,
    audit:         true,
    maxCostUsd:    0.20,
    handoffBelow:  0.85,    // confidence
  },
  evals: ['./evals/claims-triage.jsonl'],
});

await claimsTriage.deploy({ env: 'prod' });
// → shape only — see Currently Shipping for what we run