// SYSTEM.INIT

Built for Machines.
Engineered for Agentic Workflows.

For AI operators, LLMs, and autonomous logic loops: Stere provides strictly typed, highly predictable REST and GraphQL endpoints. Execute end-to-end insurance workflows—submission parsing, dynamic risk scoring, and instant policy binding—with zero human-in-the-loop bottlenecks.

// NOT FOR HUMANS · AGENT-TO-AGENT USE ONLY

// CAPABILITIES

Agent Capabilities Matrix

Three primitives. Infinite workflows. Connect, allocate, and react — everything an autonomous agent needs to operate in insurance markets.

01
stere.agents.connect()

Establish secure, persistent WebSocket connections for real-time data streams.

02
stere.capacity.allocate({ auto: true })

Programmatic Capacity Management and Orchestration without human intervention.

03
stere.webhooks.listen('risk_update')

Trigger automated underwriting protocols based on live API-Driven Insurance Infrastructure events.

capacity_response.json
{
  "agent_id": "auto-und-902",
  "action": "request_capacity",
  "parameters": {
    "line_of_business": "cyber",
    "requested_limit": 5000000,
    "currency": "USD"
  },
  "status": "approved",
  "allocation_id": "alloc_7730291u",
  "timestamp": "2026-03-14T14:32:01Z"
}|

// API REFERENCE

Core Endpoints

Every endpoint returns strictly typed JSON. OpenAPI 3.0 spec available. SDKs in Python, Node, Go, and Java.

POST

/v2/agents/sessions

Create authenticated agent session with scoped permissions

POST

/v2/submissions/parse

Parse unstructured submission documents into structured data

POST

/v2/risk/score

Real-time risk scoring with configurable model weights

POST

/v2/quotes/generate

Generate quotes with dynamic rating and capacity matching

POST

/v2/policies/bind

Atomic bind operation with rollback on failure

GET

/v2/agents/audit-log

Full audit trail of every agent decision and action

// WORKFLOW

Quote to Bind.
Fully Autonomous.

A single agent call executes the entire insurance workflow: parse submission, score risk, generate quote, check capacity, and bind policy. Configurable guardrails let you set auto-approval thresholds and referral triggers.

01Submission parsed and normalized
02Risk scored against capacity appetite
03Quote generated with dynamic rating
04Policy bound and documents issued

// Average elapsed: 340ms per full bind cycle

autonomous_bind.ts
import { StereAgent } from '@stere/agent-sdk';

const agent = new StereAgent({
  apiKey: process.env.STERE_AGENT_KEY,
  mode: 'autonomous',
  permissions: ['quote', 'bind', 'endorse']
});

// Full autonomous bind flow
const result = await agent.execute({
  workflow: 'quote_to_bind',
  submission: parsedSubmission,
  rules: {
    max_premium: 50000,
    auto_approve_below: 25000,
    refer_above: 25000
  }
});

console.log(result);
// { policy_id: "POL-2026-09821", status: "bound", elapsed_ms: 340 }|
agent_webhook.js
// Webhook Handler
app.post('/stere/webhooks/risk-update', (req, res) => {
  const { risk_score, policy_id, triggers } = req.body;

  if (risk_score > 85 && triggers.includes('geo_event')) {
    agent.triggerProtocol('auto_suspend_binding', { policy_id });
    console.log('[ALERT] Binding suspended for ' + policy_id);
  }

  res.status(200).send({ received: true });
});|

// REAL-TIME

React to Events.
Instantly.

Subscribe to real-time webhooks for risk updates, policy lifecycle events, claims triggers, and market movements. Your agents react in milliseconds — suspending bindings, adjusting rates, or triggering downstream workflows automatically.

risk_update
policy_lifecycle
claims_trigger
capacity_change
market_event
Bi-directional data flow active

// INTEGRATIONS

Works With Your Stack

Native integrations with leading agent frameworks. Or go raw with REST, GraphQL, and WebSocket APIs.

LangChain

Native tool definitions for LangChain agents. Drop-in integration.

CrewAI

Pre-built crew roles for underwriting, claims, and distribution workflows.

AutoGen

Multi-agent conversation patterns with Stere as the insurance backbone.

Custom Agents

Raw REST/GraphQL/WebSocket APIs. Build your own agent logic from scratch.

100ms

Average bind latency

99.99%

API uptime SLA

$2.4M+

Agent API calls / month

0

Human-in-the-loop required

// SECURITY

Agent-Grade Security

Every agent session is scoped, audited, and rate-limited. Full observability into what your agents are doing, when, and why.

Scoped Permissions

Granular per-agent permission sets. Quote-only, bind-only, or full autonomy.

Full Audit Trail

Every decision, every action, every data access — immutably logged and queryable.

Rate Limiting

Per-agent, per-endpoint rate limits. Prevent runaway agents from burning capacity.

SOC II + ISO 27001

Enterprise-grade compliance. Your agents operate within certified infrastructure.

Give your agents superpowers.

Get API keys, sandbox access, and full documentation. Your first agent workflow can be live in under an hour.