Voice Agents & Chatbots for Regulated Industries · UK-Based

Voice agents and chatbots for regulated industries, built to be audited

Healthcare, finance, and insurance are high-stakes and heavily regulated, the places where generic conversational AI fails hardest. We build production voice agents and chatbots with citation traceability, auditability, and human oversight designed in, on AWS, by ex-AWS engineers.

Ex-AWS engineers

Governance-first delivery

Production-grade, not pilots

UK-based team

The problem

Generic conversational AI cannot survive a regulated workflow

In healthcare, finance, and insurance, a call or chat answer that cannot be traced, defended, and reproduced is worse than no answer at all.

No traceable source

Standard chatbots and voice agents amalgamate several documents into a confident answer. When a compliance officer, an underwriter, or a clinician asks which policy justified what the agent said, the honest answer is often 'we don't know exactly.' That does not pass.

No effective human oversight

A reviewer who rubber-stamps a conversation they cannot understand or realistically override is a compliance fiction. Oversight has to be an architectural property, positioned at the point in the call or chat where the risk actually lives.

No audit trail

Regulators want to know what the agent said, why, and whether the conversation can be reproduced. Without complete, tamper-evident transcript logging, a working demo is undeployable in a regulated setting.

We design voice agents and chatbots for traceability, oversight, and auditability from the first line of code, because in these verticals they are functional requirements.
What we build

Production conversational AI for high-stakes verticals

Built on AWS-native infrastructure with governance treated as a design input, not an afterthought.

Patient & customer intake voice agent

A voice agent that handles intake and onboarding calls across healthcare, finance, and insurance, grounded in approved policy, with data residency, strict access control, and provenance on every response.

Voice
Data residency
Provenance
Triage chatbot

A chatbot that triages claims, symptoms, or enquiries and routes each one correctly, reasoning across policies, endorsements, and definitions, with human oversight at the consequential decision points.

Multi-hop retrieval
Human-in-the-loop
Audit logging
Knowledge assistant grounded in approved policy

A conversational knowledge assistant that answers only from your approved corpus, attributing every claim to a specific source span a reviewer can verify in seconds.

RAG
Citation traceability
Access control
Human-oversight & audit-trail layer

Citation-traceable retrieval, tamper-evident transcript logging, and human-oversight interfaces that surface why the agent said what it said: the connective tissue that makes any of the above deployable.

Tamper-evident logs
EU AI Act
Evaluation harness
Outcomes

What clients get

Every call and chat answer carries its sources, verifiable by a human reviewer in seconds.

Human oversight positioned where the risk is, with a real override and a logged stop button on live conversations.

Complete, tamper-evident transcript trails that stand up as evidence, not just debugging logs.

Voice agents and chatbots that pass a compliance review, not just an internal demo.

Ready when you are

Bringing a voice agent or chatbot into healthcare, finance, or insurance?

Book a free 30-minute discovery call. We'll be straight with you about what it takes to make a voice agent or chatbot audit-ready in your vertical.