Custom Employee

Extensible

User-Defined Autonomous Agent Architecture

Enables engineering and operations teams to define custom personas, attach private MCP tool servers, configure strict guardrails, and deploy on custom schedules.

Average Time Saved

Custom

Success Rate

99.0%

Governance Mode

Strict human-in-the-loop

Core Capabilities

This AI employee is pre-configured with a specialized skill set designed to execute complex, multi-step workflows autonomously.

✓ Zero-code or TypeScript/Python definition using Model Context Protocol
✓ Private VPC execution and custom database connector support
✓ Custom trigger modes: Cron schedules, Webhooks, or Human dispatch
✓ Granular permission scopes down to individual API methods
✓ Comprehensive unit testing and deterministic evaluation benchmarks

Inputs & Deliverables

Provide the necessary context and watch the employee generate ready-to-use, production-grade assets.

Accepted Inputs

→ Custom system prompt & Standard Operating Procedures (SOP)
→ MCP server endpoints or OpenAPI 3.0 specification
→ Trigger schedule and approval gate policies

Produced Deliverables

✓ Automated business outcomes directly inside proprietary systems
✓ Full execution traces with token cost breakdowns
✓ Automated regression test scorecards

Autonomous Execution Sequence

Watch how this employee breaks down a high-level goal into a deterministic sequence of actions, tool calls, and verifications.

Step 1: Schema Binding mcp_custom_server

Load custom OpenAPI schema and register 12 proprietary tools

↳ Registered 12 tools across Inventory, Logistics, and ERP APIs

Step 2: Golden Test Run mcp_eval_suite

Execute 48 benchmark prompts against test environment

↳ 100% pass rate. Average latency 340ms

Step 3: Policy Enforcement Policy Guard

Verify approval gates on warehouse inventory transfers > €10,000

↳ Guardrail active: Transits > €10k require Ops Lead sign-off

Step 4: Deploy Fleet Fleet Orchestrator

Schedule recurring cron at 04:00 UTC with automated trace capture

↳ Employee active and healthy in production

Connected MCP Tools

This employee has native access to the following integrations via the open Model Context Protocol.

mcp_custom_server Bespoke

Connects to any internal HTTP/gRPC/SSE tool server

mcp_eval_suite Evaluation

Runs 50+ deterministic golden tests before production deployment

mcp_vault_secrets Security

Zero-knowledge injection of API keys and database credentials

mcp_docker_runner Compute

Spins up ephemeral containers for untrusted script execution

mcp_webhook_receiver Events

Listens for custom payloads to trigger asynchronous workflows

Verified Sample Run

"Execute proprietary inventory re-balancing SOP across 4 European warehouse microservices every morning at 04:00 UTC."

✓ Custom employee deployed to secure cluster. Passed all 48 test assertions.

Time: Variable Approval: Required