Controlled AI on a provable foundation.
AI is only trustworthy in mission-critical systems when it sits on a provable foundation. We build both — the deterministic diagnostics layer that establishes ground truth, and the controlled AI that turns it into faster, safer decisions. It stays on your side of the wire.
Many talk about AI efficiency. Fewer can talk credibly about AI with control.
In vehicles, defence platforms and industrial systems, control is the product. Here's the gap the AI wave has left wide open — and why Diadrom is the one company that can close it.
Everyone's told to "adopt AI."
OEMs, Tier-1s and defence primes are under board-level pressure to show AI in development, diagnostics and sustainment — while operating under R155/R156, ISO/SAE 21434, export control and classification.
A hallucinating model is a liability.
The market is flooded with vendors who can talk about efficiency but not about control. A cloud LLM that trains on your data isn't a productivity tool in these environments — it's a risk.
AI on a foundation that can be proven.
An AI recommendation is only as trustworthy as the reference truth it's measured against. Diadrom already owns that reference truth — and can add the models on top.
Diagnostics is the discipline of establishing ground truth: the known-good state, which version runs on which unit, and who approved it. That's the substrate AI needs — and the one most AI entrants don't have.
Most vendors have models but no provable substrate. Diadrom has the provable substrate — and adds the models.
Six ways controlled AI runs on the diagnostics you already trust.
Every capability is grounded in existing IP — Diag Studio, Dolphin, DCS, Encrypt and the Autotech Bootloader — plus Diadrom's traceability and lifecycle models. Named methods, not "AI-powered."
Predictive & anomaly detection
Flags drift on CAN / UDS / DoIP telemetry before a fault code is set — and checks every flag against the known-good baseline Diadrom already maintains.
Diag StudioDCSFeasible now · off-board logs
Diagnostic copilot (RAG)
Symptom to cause faster, by retrieving from your own ODX, UDS definitions, service manuals and DTC databases. Runs in your perimeter; every answer cites its deterministic source.
Diag Studiolocal LLMFastest demo build
Lifecycle & drift detection
Which unit diverges from the approved baseline, which SBOM element changed, where the field state no longer matches the release of record — fused with Diadrom's traceability heritage.
traceabilitylifecycleSharpest expert play
Test intelligence
AI helps generate, prioritise and triage test cases in Dolphin's automated chain — grounded in historical pass/fail data. AI helps the team test; it doesn't replace sign-off.
DolphinLow-risk, measurable
Remote & self-diagnosis
SOVD-ready, service-oriented diagnostics for software-defined platforms and OTA/FOTA flows — with an explicit air-gapped mode for defence: self-diagnosis without cloud dependence.
SOVD-readyAutodefenceAligns to SOVD timeline
Sovereign / on-prem by design
Local LLMs, a governed retrieval layer, strict data boundaries, role-based access and full audit logging. Prompts, files and vehicle data are never used to train anyone's model.
EncryptBootloaderThe decisive feature
Designed around the open standards your platforms and coalitions already run on.
Diadrom AI is never a black box. It is designed to reason over — and hand off to — the standardised interfaces your automotive and defence programmes already use.
Diagnostics & regulatory
NATO & defence interoperability
On a SAPIENT-aligned architecture, Diadrom AI can sit where sensor feeds become decisions — ingesting Autonomous Sensor Module data over the published interface, reasoning under Attest, and handing off to C2/C4 over Link 16, MIP / JC3IEDM and Federated Mission Networking. On the platform side it can consume the NGVA data model — including Health & Usage Monitoring — as the provable substrate it reasons over.
Integration-aware by design: these standards are named as reference interfaces and implementation targets. This is not a claim of certification, accreditation, customer deployment or ratified-standard compliance.
We don't say "AI." We say what it does.
The credibility floor is standards and provenance. Diadrom AI copy names the method, the standard and the human who signs off — never the hype.
Your data. Your models. Your call.
Dual-use means the same discipline whether it runs in a workshop or a command post. These are the architecture choices Diadrom AI is designed around.
We call the control principle Attest — from attestera, to formally sign off. The principle is simple: no recommendation reaches action without a provable, approved, audit-logged step. Attest names the method that sits under Diadrom AI.
On-prem, EU or air-gapped
You decide where the model lives and what it can touch. Inference-time residency, not just storage. Nothing phones home.
No training on your data
By contract, not by trust. Your diagnostics, code and prompts never become someone else's model.
Human-in-the-loop, by Attest
Diadrom AI recommends and ranks. A person attests every baseline before anything changes or reaches a live feed.
Traceable & auditable
Who asked, what the model saw, what it answered, what happened next — a record you can defend, with explainability built in.
The model already exists. Diadrom AI makes it decide.
DiagStudio already holds the living model of a platform — components, versions, relationships and suppliers, built for years of service and tracked changes. Diadrom AI reads that model and turns it into calls you can defend: rank a safe replacement before a baseline ships, map a CVE to the exact ECUs it touches, flag the unit that has drifted from the approved release.
Human-in-the-loop by design. Diadrom AI recommends and ranks — a person attests every baseline. Nothing changes on a platform, and nothing reaches a C2/C4 feed, without sign-off.
Hold the baseline. Replace the Actuator ECU firmware with v2.6.0 — compatible path, defined change window. Clears all 6 impacts. Traced to the known-good release of record.
Attest — awaiting human approvalIllustrative mock data — represents no customer system or export-controlled information.
Bring AI in — without giving it away.
Book a 30-minute briefing, or start with the two-week, fixed-price System Insight Audit. We'll show you where controlled AI creates value on your systems — sincerely, plainly, and without the buzzwords.
Diadrom AI · Controlled intelligence on a provable foundation.