Solutions for the safe adoption of AI.
BARA LABS LTD is a UK technology company developing solutions to the security, assurance and operational challenges that organisations face as they adopt artificial intelligence.
Who we are.
BARA Labs develops products that address emerging problems in the adoption of artificial intelligence. We work where new AI capability creates new risk for organisations, and we build solutions that are rigorous, measurable and practical to deploy.
Our initial focus is agentic AI: systems that take actions on an organisation's behalf, using its data, tools and credentials. Our first product, Agent Monitoring, is designed to give security teams continuous oversight of these systems and an evidence-based foundation for decisions about them.
The company draws on experience of building and operating machine learning models in regulated financial services, where decisions must be explainable, auditable and supported by evidence.
Current portfolio.
Agent Monitoring
Continuous monitoring and risk assessment for AI agents. It is designed to score each agent action for risk, explain the result, and give security teams a recommended decision for each agent, aligned with National Cyber Security Centre guidance.
Product details →Further products
Additional products addressing AI security, assurance and adoption are being explored. Details will be published as they mature.
How we deliver.
Problem-led
Each product starts from a defined operational problem and is developed with the organisations that experience it.
Evidence-based
Performance is measured against published methods and benchmarks, and limitations are reported alongside results.
Secure and private by design
Solutions collect the minimum data required, and can be deployed within a customer's own environment.
Open and interoperable
Core components will be released under the Apache 2.0 licence and built on open standards, avoiding vendor lock-in.
Working to recognised standards.
| Area | Our position |
|---|---|
| Data protection | Operates in line with UK GDPR. Data protection impact assessments are completed before any personal data is processed, and processing is limited to what each service requires. |
| Information security | Follows secure development practices. Independent penetration testing and signed software releases are built into each product's release plan. Working towards Cyber Essentials Plus certification. |
| Guidance alignment | Product controls are designed to map to NCSC guidance on agentic AI, the Five Eyes joint guidance on agentic AI services and the OWASP Top 10 for Agentic Applications. |
| Data location | All product development is based in the UK. Customer and pilot data will be processed only on UK infrastructure or within the customer's own environment. |
| Licensing | Core components will be released as open source under Apache 2.0. Customers retain ownership of their data. |
| Registered name | BARA LABS LTD |
| Company number | 17536748 |
| Registered in | England and Wales |
| Founded | 2026 |
| Leadership | Olaoluwa Shaun Faseru, Founder and Technical Lead (profile) |
| Enquiries | hello@bara-labs.com |