Sensor-driven AI for regulated industries

The operating system for AI that must stay on premises.

Sensors, compute and models inside your facility, cryptographically isolated. Frontier intelligence runs the fleet from the cloud on telemetry alone. Capabilities ship as applications.

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  • Data isolated on site
  • Cloud-managed operations
  • No on-site IT
site topology
FACILITY PERIMETER · DATA REMAINS INSIDE AMBIT CLOUD Edge noderoom · sensors · models Edge nodeline · cameras · models Workstationsreview · console Site coreModel serving · records · policy · audit chain · applicationsEncrypted under keys held in on-site hardware Customer system of recordresults out · schedules in Gatewaysingle outbound path DIAL-OUT ONLY Management planeAI proposesengineer approves TELEMETRY ONLY No sensor dataNo recordsNo free text Signed releasesverified on site 0 RECORDS EGRESSED
Built for HealthcareLife sciencesCritical infrastructureManufacturingFinancial servicesPublic sector
0regulated records leave the site
1outbound connection, dial-out only
100%of management actions human-approved
40+years of regulated-industry, public-sector and healthcare experience

Product

A complete on-premises AI site, operated as a service

Edge nodes, a core server, a gateway and an application catalog. Installed once. Every application inherits the same isolation, audit and operations.

Sensing and capture

Audio, video and telemetry processed at the edge. Policy enforced before anything is stored.

Records and drafting

Site-local models produce structured records with provenance, written to your system of record on your terms.

Compliance console

Access log, daily egress report, deletion receipts and a verifiable audit chain, on site, with no vendor access path.

Platform

Four layers. One product.

Commodity hardware, a shared foundation, AI-driven operations, and applications on top.

Edge nodeFanless, GPU-class inference, hardware root of trust, immutable OS
Site coreSingle GPU server, encrypted database and object store
GatewaySchema validator, release cache, one outbound stream
Applications

Ambit and partner apps from one catalog, each in its own scope.

Foundation

Identity, policy, model serving, records, audit chain, integrations.

Hardware

One edge node per room or line, one core per site, one gateway.

AI management

Installs, remediates, updates and audits the fleet. Humans approve.

Security

Cryptographic isolation by design

The data plane and the management plane share no key, no credential and no network path.

Keys rooted in your hardware

Per-site data keys wrapped by a hardware root of trust. No default credentials.

Separate certificate authorities

Mutual TLS on every channel. No role or credential spans both planes.

One outbound connection, closed schema

Telemetry is numbers and codes only. Free text cannot pass. Violations are dropped and counted.

Signed releases, on-site audit

Every update verified against an offline key before install. Every record access hash-chained.

Boundary tested on every release Data-flow statement generated from the schema Air-gapped operation supported

Operations

Frontier intelligence as the management layer

Deterministic agents on site. A frontier model for the exceptions. A person approves every change.

1

Monitor

Fixed health checks on every node clear routine faults locally.

2

Diagnose

Exceptions go to a frontier model as telemetry. It returns a proposal with evidence and rollback.

3

Approve

A per-site allow-list is enforced by the control layer. An engineer approves from a phone.

4

Update

Signed releases canaried across sites with automatic rollback.

Outcome: no on-site IT, no scheduled site visits, and an on-site report of what left the facility.

Industries

Wherever the data has to stay

Same platform. The sensors, the system of record and the applications change.

Healthcare

Clinics and operating rooms: ambient documentation, procedural checklists, room operations.

Microphones, cameras · EHR
Life sciences

Batch and clean-room observation, electronic records with provenance, deviation capture.

Cameras, environmental · Quality systems
Critical infrastructure

Condition monitoring, permit and work-order confirmation, incident timelines.

Cameras, acoustic, telemetry · Asset management
Manufacturing and food

Line and hygiene checklists, traceability records, environmental monitoring.

Cameras, line sensors · Quality and traceability
Financial services

Branch and meeting documentation, consent-gated capture, records of advice.

Microphones · Firm systems
Public sector and defense

Air-gapped facilities: the gateway gives way to a diode or courier; the platform still runs itself.

Any sensor · Agency systems

Partners

Build on a site that already knows what is happening

Versioned interfaces for sensor events, models, records, policy and room control. One catalog, one update path, one compliance story.

  • Equipment manufacturers: room-aware behavior for devices already on site.
  • Software vendors: workflow applications on data the site owns.
  • Regulators, payers and auditors: reporting generated on site, exported on the site's terms.

Advisory by design

Ambit supplies context with confidence. The partner's device or application decides, owns its own safety case, and can refuse. Every request and outcome is recorded.

Company

Built by people who have operated the systems regulators audit

Regulated industries need sensor-driven AI and cannot send the data out. Ambit makes on-premises deployment operable at scale: isolation on site, frontier intelligence in the management plane, a person approving every change.

Our team brings a combined 40+ years across regulated industry, the public sector and healthcare in IT infrastructure, machine learning and AI. We have built the systems these environments run on and worked with the auditors who examine them.

Deterministic on site

Reasoning happens where a mistake cannot touch the data.

Evidence over assertion

Egress is reported from the gateway's own log.

Human approval

The AI proposes. An engineer signs.

40+combined years across regulated industry, the public sector and healthcare
InfrastructureNetworks, hardware and platforms regulated sites depend on, from data center to edge.
Machine learningModels shipped into production where outputs are audited.
AI systemsFrontier models operated inside controls: allow-lists, approvals, audit.
SectorsHealthcare, public-sector programs, and industries where the regulator sets the rules.

We are building the founding team. Infrastructure and ML engineers with regulated-environment experience.

View opportunities

Resources

Technical and compliance documentation

Available on request under NDA.

ArchitecturePlatform architecture overview

Components, ports and protocols for one site and the management plane.

Request
SecurityIsolation and telemetry schema

The two-plane model, key management and the closed telemetry registry.

Request
ComplianceData-flow statement

Generated from the schema registry for BAA and equivalent agreements.

Request

Contact

Talk to Ambit

Sales

Demos and pilot programs.

[sales email]
Partners

Equipment, software and audit programs.

[partners email]
Company

[Headquarters city, state]

[general email]