AI Red Teaming · Swansea
AI Red Teaming in Swansea
Adversarial testing of Swansea organisations' AI systems — deliberately trying to make them behave badly before a customer or a journalist does. It differs from functional testing in intent: nobody is checking whether it works, they are looking for the input that produces the answer you would have to apologise for.
Why this comes up
The problem
An AI system is about to go live having been tested only by people trying to make it succeed, using the questions it was designed to answer.
What you get
What we deliver
- Scope and authorisation agreed in writing before any testing begins
- Attempts to extract system instructions, internal data or other users' information
- Probing for harmful, defamatory or regulated advice being produced
- Bias testing across groups, since disparate outputs are a legal exposure
- Injection tested where the system reads content from outside the organisation
- Findings reported with reproduction steps and a judgement on severity
Want this scoped for your business in Swansea?
Thirty minutes, no charge, no sales script. You leave with a written summary of what ai red teaming would actually involve — whether or not you use us.
Working in Swansea
Wales
Swansea combines a large university and health board presence with a coastal tourism economy, and Welsh-language provision is a practical requirement on public-facing work rather than an optional extra.
Bilingual public-facing systems for institutional clients, and seasonal booking for the Gower tourism trade.
Sectors we work with in Swansea
- Higher Education
- Healthcare
- Manufacturing
- Tourism
- Public Sector
What we work with
Technologies and platforms
- Anthropic Claude
- Python
- Garak
- PyRIT
Who we work with
Industries we serve
- Financial services
- Healthcare
- Public sector
- Technology and SaaS
- Retail
Why us
Why Swansea businesses choose Asionis
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise
How we work
- Step 1
Free consultation
A 30-minute call to understand the problem. You keep the written summary either way.
- Step 2
Proposal
Scope, timeline and a fixed price, in writing, before anything starts.
- Step 3
Build
Short cycles with regular check-ins, so you see progress rather than hear about it.
- Step 4
Launch and support
We handle the go-live and stay available afterwards.
Other services in Swansea
Looking for the full picture? See our AI Red Teaming services, everything we do in Swansea or browse everything we do.
AI Red Teaming in Swansea — common questions
- Why not just test normally?
- Because functional testing establishes that the system answers intended questions, and the damage comes from unintended ones. Users are creative, some are hostile, and the input that produces an unacceptable response is rarely one the design team would think to try.
- What are you actually looking for?
- Confident wrong answers in consequential areas, disclosure of instructions or data the system should not reveal, content that would embarrass or expose the organisation, and outputs that differ by group in ways that would be difficult to defend.
- Can this be automated?
- Partly. Tools generate large volumes of adversarial input efficiently and cover known techniques well. What they miss is context — whether a particular answer is a problem for your sector, your regulator or your customers — and that requires someone who understands the business.
- Why does authorisation matter?
- Because this work involves deliberately attempting to make systems misbehave, potentially against infrastructure you do not own. Written scope covering what may be tested, against which environments and by whom protects everyone, and testing third-party components needs their agreement too.
- Do you work with businesses across Swansea?
- Yes. We are based in Leicester, United Kingdom and work with clients throughout Wales, including Swansea and the surrounding Swansea area. Most collaboration happens remotely, and we travel for kick-offs and key milestones.
- What kind of Swansea businesses do you usually work with?
- Bilingual public-facing systems for institutional clients, and seasonal booking for the Gower tourism trade. Beyond that we work across Higher Education, Healthcare, Manufacturing, Tourism and Public Sector.
- Do you cover the areas around Swansea?
- Yes — we work throughout Wales, including Cardiff, Newport. Swansea is an urban area of roughly 240,000+, and we take on work across the wider Swansea region rather than the city boundary alone.
Talk to us about AI Red Teaming in Swansea
A 30-minute call with someone who would actually work on it. No sales script, no obligation.
- Projects typically launched within 4–8 weeks
- No long-term contracts required
- All team members UK-based
- Dedicated account manager and development team
- Transparent reporting with monthly performance metrics
- Scalable from startup to enterprise