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Edge AI Solutions

Intelligence where the data lives — deployable, survivable, and governed from the first byte.

Edge AI Solutions
Determinism
Where it matters
Reasoning
Where it helps
Distributed
Where it scales
Minutes
Node power-on to productive
Overview

Move the intelligence to the data

Most AI platforms assume the data can come to the model: a stable network, a cloud region, unlimited bandwidth. The environments our clients operate in — city streets, forward positions, clinical settings, courtrooms of evidence — rarely cooperate. Enkidu builds distributed edge AI platforms that move the intelligence to the data instead: self-contained edge nodes that sense, infer, and decide locally, joined in a self-healing mesh, and coordinated by a single central node that owns the committed picture.

Models propose; a deterministic adjudication engine — never a model — commits the operator-facing result. That is what makes an Enkidu edge platform fast, explainable, and defensible in front of an auditor, a regulator, or a commander.

    What we deliver
  • Deployable, ruggedised edge nodes
  • Self-healing mesh & reachback fabric
  • Adaptive, custody-tracked sensor ingestion
  • Explainable outputs with a full trace tree
  • Tangram + Origi governance built in
What we deliver

A governed platform, not a box and a model

01

Deployable edge nodes

Ruggedised, self-contained units — compute, local model serving, sensor ingestion, and the trust harness in one enclosure — sized in tiers from pole-mounted single-sensor pods to multi-modal fusion nodes. A node powers on, presents a cryptographic identity, joins the mesh, discovers local feeds, and is productive in minutes, with no dependence on a central link.

02

Mesh & reachback fabric

Neighbouring nodes exchange observations peer-to-peer over a self-healing mesh, so the picture survives the loss of any node or link. Each node also reaches back to a central node for cross-node correlation, long-term stores, and the operator console. Cut the link and the edge keeps working; restore it and everything reconciles.

03

Adaptive sensor ingestion

One common pipeline connects to the feeds your environment already has, through versioned, signed connectors. Sources are authenticated on arrival, normalised, tagged with sensitivity and privacy caveats, and custody-tracked from the first touch. When a feed degrades, the platform degrades gracefully — and says so.

ONVIF / RTSP MQTT · SensorThings NGSI-LD OPC-UA · Modbus DDS · gRPC
04

Explainable, actionable outputs

Every indicator an operator sees carries what was detected, which sources contributed, and a confidence score computed from a signed, hash-linked chain of custody — not a number a model emitted. A full trace tree lets an analyst walk any result back to the raw telemetry that produced it.

05

Governance built in, not bolted on

Every platform ships structured by Tangram, our zone architecture designed specifically for distributed edge AI, and governed at runtime by Origi, our trust assurance harness. Zones bound where agents may act; machine-readable, deny-by-default policies bound what they may do; graduated trust-operation zones mean capability is earned, never assumed; and any effect that reaches the outside world is gated behind a human decision.

Where we apply it

One pattern, four proving grounds

Defence

Distributed intelligence-fusion at the tactical edge — from dismounted teams to autonomous platforms, surviving network loss and reconciling upward.

Northwind →
Urban

Ambient urban-sensing fabrics for utilities, transport, environmental and emergency agencies — with a civilian privacy framework enforced at every share.

Lamassu →
Medical

Hospital-connected smart health units — clinical-grade sensing, real-time AI triage flags, and live telehealth at the point of need, escalation designed in.

MedBooth →
Legal

Evidence-handling and analysis environments where chain of custody, provenance, and reproducibility are not features but requirements.

ECCC case study →
Why Enkidu

We don't sell a box and a model.
We deliver a governed platform.

An operational architecture an enterprise architect can read at a glance, a trust posture an auditor can interrogate, and an open, standards-conformant integration surface that lets the platform grow — from one node to a city — without ever relaxing its trust boundary.

The platform posture
Operational architectureTangram zones
Runtime trustOrigi harness · deny-by-default
Verdict authorityDeterministic engine · never a model
External effectsHuman-gated
Integration surfaceOpen standards
Enkidu

Start with a single node

Talk to us about a pilot deployment. A single edge node is enough to prove the pattern.

Request a pilotTalk to the team