Research, Consulting, Education

GenAI you can trust 
Practical impact you can measure

We help organisations adopt LLMs and GenAI safely with hands-on consulting 
workforce training, and practical AI solutions.

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Real world GenAI needs rigour

LLMs can unlock speed and creativity—but they also introduce new risks: hallucinations, privacy leakage, bias, unclear decision paths, and fast-moving model behaviour. Regulation is tightening, and internal governance often lags behind. Thinking Tensors bridges the gap between what GenAI can do and what is safe to deploy—so teams can move forward with confidence.

What we offer?
Interpretability methods, risk frameworks, evaluations, and practical write-ups—shared openly wherever possible.
From discovering use cases to supporting with final deployment: evaluation, governance, workflows, and implementation guidance.
Hands-on learning for leaders, practitioners, and teams—covering responsible use, evaluation, and applied GenAI.

AI Literacy & Enablement

We teach what LLMs can and can’t do—so teams set realistic expectations and spot the right use cases. Practical training helps staff apply GenAI safely inside their day-to-day workflows.

Security & Risk Controls

We help you understand and mitigate common GenAI risks like hallucinations, prompt injection, and data leakage. You’ll leave with guardrails, review steps, and an audit-friendly approach to using models in production.

Use-Case Selection

We map your processes end-to-end to find high-value, low-risk opportunities for AI. The goal is prioritised candidates with clear success measures—not “AI for AI’s sake.

GenAI Engineering

We build and validate the right approach for the job—RAG for grounded answers, fine-tuning when necessary, and agentic workflows only where they add value. We include evaluation plans for prompts, retrieval quality, and outputs.

Platform Delivery

We design people-powered, tech-enabled solutions across AWS, GCP, and Azure—using the tools your organisation already trusts. Expect reliable foundations: data pipelines, access controls, monitoring, and maintainable deployments.

Data Governance

We specialise in UK/EU data governance and responsible AI, with a focus on life science and healthcare. We help you document decisions, align with compliance needs, and train teams so adoption is sustainable and defensible.