Independent assurance for AI systems that must work in the real world.

Coltraco and DIRDI help public bodies, industry and strategic partners assess whether AI-enabled systems are safe, reliable, measurable, governed and ready for operational deployment.

Artificial Intelligence Testing and Evaluation | Coltraco
Artificial Intelligence Testing and Evaluation | Coltraco

We are proud winners of the Queen’s Award for Enterprise in International Trade, in both 2019 and 2022.

The risk is not only artificial intelligence. It is unvalidated intelligence.

Many AI systems fail because the data, measurement layer, operational assumptions or human decision process around the model have not been tested with sufficient rigour. 

We help organisations answer practical questions.

AI is strategically vital to the UK’s economy and national security. Our AI Test & Evaluation services aim to help to establish a robust, transparent, and adaptive framework to support their adoption, for strategic advantage.

“A digital model is only as reliable as the measurements on which it is built and updated.”

For consequential applications, AI should not be treated as a substitute for rigorous engineering. Its value depends on assured sensing, signal interpretation, calibration, physics-informed validation and responsible governance.

AI systems, once deployed with fixed goals, may perpetuate specific values and power structures indefinitely resulting in cascading errors in safety-critical or socio-technical settings.

AI will be foundational to future economic growth, national security, and global influence, but it is advancing rapidly in other fields and poses a growing threat to domestic security, shipping, aviation, and UK interests overseas if not properly tested.

AI is strategically vital to the UK’s economy and national security. Our AI Test & Evaluation services aim to help to establish a robust, transparent, and adaptive framework to support their adoption, for strategic advantage.

Artificial Intelligence Testing and Evaluation | Coltraco

Services designed for serious deployment, not abstract commentary.

Our work combines Coltraco’s engineering and measurement experience with DIRDI/SPAIG’s academic, mathematical, strategic and policy expertise.

  • AI System Readiness Review

A structured assessment of whether an AI use case is suitable for pilot, procurement, further development or deployment.

  • Test & Evaluation Frameworks

Bespoke evaluation plans for model behaviour, uncertainty, reliability and performance under realistic operational conditions. 

  • Sensor, Data & Measurement Assurance

Assessment of the physical and informational foundations on which an AI system depends. 

  • Adversarial & Misuse Testing

Structured testing to identify vulnerabilities before deployment in operationally sensitive environments. 

  • Governance & Safety Baselines

Controls for acceptable autonomy, human approval, auditability, fallback conditions and accountability. 

  • Prototype, Pilot & Rollout Support

Support from problem definition through to pilot design, implementation planning and standard rollout blueprints.

Services designed for serious deployment, not abstract commentary.

A clear engagement model.

A practical route from initial uncertainty to tested, governed and deployable capability. Our process includes:

  1. Initial consultation – We understand the AI system, use case, operational context, stakeholders and risk profile.
  2. Scoping and assurance plan – We define the evaluation questions, data requirements, test criteria and intended outputs.
  3. Testing and evaluation – We assess model behaviour, data quality, sensing reliability, human-machine interaction and operational risks.
  4. Report and implementation support – We provide practical recommendations and support decisions on pilot, procurement, integration or rollout.

What clients receive.

The purpose of assurance is to support decisions. Each engagement produces clear, usable outputs for technical, operational and senior decision-making audiences. 

You’ll receive an:

  • AI readiness report 
  • Data provenance review 
  • Test and evaluation plan 
  • Operational safety baseline 
  • Prototype specification 
  • Risk and assurance register 
  • Measurement assurance report 
  • Adversarial testing findings 
  • Human-machine decision map 
  • Rollout blueprint 

 

Request an AI Readiness Review.

Speak to Coltraco and DIRDI about testing, evaluating or safely deploying an AI-enabled system in a high-consequence operational environment. 

Artificial Intelligence Testing and Evaluation | Coltraco
Coltraco
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