The platform
An engine that builds, tests, and rewrites its own adapters.
Point Ngentix at any API, MCP endpoint, or documentation. It discovers the interface, infers the schema, maps it to a Universal Data Model, generates a tested self-healing adapter, and monitors it forever—rewriting automatically when the upstream system changes. Built as a mid-market control plane you can run across your clients.
The autonomous connector loop.
From a bare endpoint to a tested, self-maintaining connector—with zero human input until it succeeds.
Discover
Scans the target — API, MCP endpoint, or docs (OpenAPI, WSDL, proto) — and fingerprints the protocol: REST, GraphQL, SOAP, or gRPC.
Infer & map
Calls sample endpoints, infers the data shape, and maps every entity and operation to the Universal Data Model — Nouns and Verbs, not raw fields.
Build
Generates a production-ready adapter from the UDM mapping — compiled, typed, with structured error handling and retry logic built in.
Test
Runs the adapter against the live system, validates the response shape against the mapping, and loops back to refine until it passes.
Heal
Monitors every response in production. When the API drifts, it re-enters the loop — remaps, rebuilds, re-tests — and replaces the adapter. You get a log entry.
What’s inside the engine.
A self-contained binary that runs inside every deployment—yours, your client’s, or inside your own managed-service footprint.
Discovery Engine
Port scanning, documentation retrieval, and protocol fingerprinting produce a complete profile of any target system.
Schema Inference
Introspects live responses and maps discovered entities to existing UDM Nouns and Verbs with confidence scoring.
Connector Builder
Generates compiled connectors from the UDM manifest for REST, GraphQL, SOAP, and gRPC — never embeds credentials.
Test Harness
Exercises every endpoint against the live system, validates the mapping, and loops to inference on any mismatch.
Runtime Monitor
Evaluates every response, classifies failures (drift vs. transient vs. auth), and triggers self-healing or precise escalation.
Governance Engine
Policies on identity, resource, action, and condition — applied to every connector call, MCP tool, and agent delegation, with an immutable audit log.
Speaks every AI protocol natively.
Not AI bolted onto a pre-AI runtime. MCP and A2A are first-class primitives, grounded in the Universal Data Model so agents understand what they touch.
Integration is the entry. Control is the product.
The engine enters as self-healing integration for the mid-market. What your clients discover is an operations control plane you can run across their stack.
Become a partner