Ex-AWS AI Consultants · UK-Based
AI that actually gets built
We design, build, and deploy AI agents, RAG pipelines, and workflow automation 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 Consultants 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 — not hallucinated from the open internet.
Workflow Automation
End-to-end automation of manual processes. From no-code tools (Make.com, n8n, Zapier) to fully custom AWS serverless pipelines built with Lambda, Step Functions, and EventBridge.
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 processes.
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.
From manual workflows to a fully agentic business
Replaced spreadsheet-driven operations with a network of AI agents and MCP servers, freeing the team to scale without proportional headcount.
Mapped every customer-facing and back-office workflow over a 2-week discovery; ranked each by automation feasibility and ROI
Stood up internal MCP servers exposing Greenhouse, HiBob, Slack, Notion and the company data warehouse as tools available to AI agents
Built specialised agents for sourcing, scheduling, candidate comms, and weekly client reporting — each with explicit human-in-the-loop checkpoints for sensitive actions
~70% reduction in time spent on candidate ops admin
3× pipeline throughput within 90 days, no headcount added to ops
Client-reporting cycle: from 6 hours/week → 20 minutes (human reviews AI draft)
Founders refocused on growth and product, not coordination
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 processes, identify your highest-ROI automation and AI opportunities, and deliver a prioritised written report with a recommended implementation 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). Process review, opportunity 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 process mapping, prioritised opportunity matrix, presentation walkthrough. Credited against your project.
Automation Build
A specific, contained automation — 1–3 systems integrated, clear inputs and outputs. Built on AWS or no-code tools depending on requirements.
AI Integration & Agentic Systems
RAG pipelines, AI agents, Bedrock deployments, multi-step agentic workflows. Production-grade. 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 specific painful process you want automated, or a mandate to implement AI
You've tried AI tools and need something connected to your actual data and systems
You want working 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.