Ex-AWS AI Consultants · UK-Based
AI that actually gets built
We design, build, and deploy voice agents, chatbots, RAG pipelines, and AI agents on AWS. Production-grade. In weeks, not months. You own the code, the infrastructure, and the results.
Ex-AWS engineers
Built on AWS Bedrock
Production-grade delivery
UK-based team
Most businesses have one of three AI problems
Problem 1: The strategy trap
They've had the workshops. They have the roadmap. Nobody's built anything yet. Consultancies delivered decks; implementation stalled.
Problem 2: The tools gap
They've tried ChatGPT and Copilot. What they actually need is AI connected to their own data, systems, and processes, not the open internet.
Problem 3: The starting line
They know AI exists, they know it matters, but they don't know where to begin. No clear first project, no roadmap, and no team member with the time or expertise to lead it.
Flow AI builds the thing. Not the deck about the thing.
What we deliver
Three core delivery areas. All built on AWS, all production-grade, all yours to keep.
AI Agents & Agentic Systems
Autonomous systems that reason, plan, and execute complex multi-step business processes. Built on AWS Bedrock with human-in-the-loop controls at every critical decision point.
RAG Pipelines & Knowledge Systems
Connect your LLMs to your internal data. Accurate, context-aware AI grounded in your business knowledge, with citations and guardrails that stand up to audit, not hallucinated from the open internet.
Voice Agents & Chatbots
Production-grade voice agents and chatbots for regulated industries. Built on Amazon Connect, Amazon Lex, and Bedrock, with full call transcription, human-oversight gates, and the audit trail compliance teams demand.
What clients say
What could have been a 4-month setback was turned into a major success. The solution inspired our team to envision 60+ use cases for our platform, opening up hundreds of additional opportunities across our organization.
Head of Digital Transformation
Global Healthcare Company
The solution is going to save our investment services team a tremendous amount of time and risk. The new system eliminated time-consuming, error-prone manual steps.
Head of Investment Services
Financial Services Firm
Accomplished in a week what was estimated to take two engineers. The comprehensive labs covered a wide range of topics and have been well-received by our teams.
Senior AI Architect
Technology Company
The team helped us architect our Next.js application on CloudFront and S3. Their expertise and guidance, including building demos, was invaluable in helping us understand the best approach and provided significant architecture simplification.
Senior Solutions Architect
Enterprise Technology Company
Not just AWS certified. Ex-AWS.
Most consultancies are AWS certified. That means they've passed exams. Our engineers have worked inside AWS, contributing to AWS CLI, CDK, SAM, and Amplify; presenting at AWS re:Invent and AWS Summits; and deploying production AI solutions on the same AWS Bedrock platform we use for every client engagement.
That depth of knowledge changes the quality of what gets built. We don't guess at AWS best practices. We helped write them.
A voice agent and chatbot that handle 70% of candidate-ops admin, with human-in-the-loop gates on every sensitive action and a full action audit trail
We replaced spreadsheet-driven operations with a governed network of AI agents, an agentic voice system and chatbot backed by MCP servers, that now handle an estimated 70% of candidate-ops admin, with mandatory human-oversight gates on every candidate- and client-facing action and a complete audit trail of what each agent did and why.
Mapped every customer-facing and back-office workflow over a 2-week discovery, ranking each by automation feasibility, risk and ROI
Stood up internal MCP servers exposing Greenhouse, HiBob, Slack, Notion and the data warehouse as governed tools, each with scoped permissions and access logging
Built specialised voice and chat agents for sourcing, scheduling, candidate comms and weekly client reporting, each with explicit human-in-the-loop checkpoints before any sensitive or outbound action
The voice agent and chatbot now handle an estimated 70% of candidate-ops admin, with human-oversight gates on every sensitive action and zero consent or data-handling incidents to date
Roughly 3x pipeline throughput within 90 days with no added ops headcount
Client-reporting cycle cut from ~6 hours/week to ~20 minutes, with a human reviewing every AI-drafted report before it goes out
A fully auditable agent estate the founders can trust and extend, rather than an opaque black box
How an engagement works
Discovery call (free, 30 minutes)
We understand your situation, your systems, and what you're trying to solve. You understand whether we're the right fit. No commitment, no proposal unless you want one.
Readiness Assessment (from £1,500)
We map your conversations, identify your highest-ROI voice and chatbot use cases, and deliver a prioritised written report with a recommended pilot-to-production roadmap. Assessment fee is credited in full against any subsequent project.
Build
We design and build the solution on AWS. You're involved at every stage: architecture review, progress updates, testing. Timeline and scope agreed upfront. No surprises.
You own everything
Code, infrastructure, documentation: all yours. Deployed to your AWS account. We offer ongoing support if you want it, but there's no lock-in.
Transparent from the start
We don't hide prices behind a contact form. Here's what engagements typically look like.
Starter Assessment
For smaller businesses (5–30 people). Conversation review, use-case identification, prioritised written report. Typically 2 days. Credited against your project.
Full Assessment
For mid-size to larger businesses (30–500+ people). Multi-stakeholder interviews, full conversation mapping, prioritised use-case matrix, presentation walkthrough. Credited against your project.
Voice Agent or Chatbot Pilot
A specific, contained conversational AI: one voice or chat use case with clear inputs and outputs. Built on Amazon Connect, Lex, or Bedrock with an audit trail from day one.
Production Conversational AI & Agentic Systems
RAG pipelines, voice agents, AI agents, Bedrock deployments, multi-step agentic systems. Production-grade, governed, and auditable. Built on AWS. You own it.
Discovery call is always free. Assessment fee is credited in full against any subsequent project. Ongoing support available from £500/month after any delivery.
Who we work with
We're a good fit if...
You have 20–500 employees with real operational complexity
You have a high-volume voice or chat channel you want conversational AI to handle, or a mandate to deploy AI safely
You've tried off-the-shelf AI tools and need something grounded in your actual data and systems
You want production-grade software delivered, not a strategy deck
You're ready to move within the next 1–3 months
We're probably not the right fit if...
You need a strategy document without an implementation commitment
You're pre-revenue or have no technology budget
You need 24/7 enterprise SLAs managed by a 50-person account team
You want to build in-house and just need a training course
Start with a conversation, not a commitment
Book a free 30-minute discovery call. You'll speak directly with our team, not a junior account manager. By the end of the call you'll have a clear picture of whether we're the right fit and what a first engagement could look like.