AWS Experts Delivering AI-Powered Automation

AI-Powered Automation Built by AWS Experts

We're a team of ex-AWS specialists who help businesses harness agentic AI, RAG, intelligent chatbots, and workflow automation—built on AWS with engineering excellence at every step.

AWS-certified team

Vendor-agnostic

Outcome-priced

Workflows automated

50+ & counting

Workflows automated

Hours saved / month

Years in automation

Selected work

Trusted by ambitious teams

From Fortune 500s to fast-growing startups, we've helped organisations cut manual work and ship AI into production.

US Financial Services

AI enablement program

London HR Startup

Manual → agentic operations

Case studies

Real automation. Real outcomes.

A snapshot of recent engagements — what we built, the stack we used, and what changed for the team.

Featured case study

HR Technology • 12 weeks

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.

The Challenge

A fast-growing London HR startup was buckling under manual processes — candidate sourcing, interview scheduling, offer management, and client reporting were all spreadsheet- and inbox-driven. The founders wanted to triple revenue without tripling the team.

What we built

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

Embedded AI assistants directly inside the team's existing tools (Slack, Notion) so adoption was friction-free

Defined an internal AI development lifecycle: prompts and agent definitions versioned in Git, evaluated against golden datasets, deployed via CI

Outcomes

~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

Stack

Anthropic Claude

Model Context Protocol (MCP)

AI-powered video summarisation at scale

Built an automated pipeline that ingests broadcast video, transcribes, and produces editorially-formatted summaries — cutting analyst review time dramatically.

AI training platform with conversational learning

Delivered an internal training platform combining Synthesia-generated course videos with a Bedrock-powered RAG chatbot that answers questions on demand.

US Financial Services

Financial Services • 3 days

AI enablement program & 3-day production workload session

Hands-on engineering and leadership program that took a financial services team from AI curiosity to a production-ready workload in three days.

View all case studies

What we do

Our Services

End-to-end AI and automation consulting from discovery to deployment—built on AWS by a team who knows it inside out

Readiness Assessment

A structured review of your workflows and systems, delivered as a prioritised written report — identifying your highest-ROI automation and AI opportunities with effort estimates and a clear recommended next step. Assessment fee credited against any subsequent project.

Generative AI Consulting

End-to-end generative AI delivery — RAG pipelines, knowledge systems, intelligent assistants, and Bedrock-powered LLM applications. Grounded in your data, deployed to your AWS account, owned by you.

Agentic AI Systems

Design and build autonomous AI agents 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. Production-grade agentic AI, not a proof of concept.

Workflow Automation

End-to-end automation of manual, repetitive processes — from no-code tools (Make.com, n8n, Zapier) through to fully custom AWS serverless pipelines. Designed, built, tested, deployed, and documented.

AWS Development

Bespoke AWS architecture and serverless development — Lambda, Step Functions, EventBridge, Bedrock — by engineers who contributed to AWS CLI, CDK, SAM, and Amplify. Cloud-native, hybrid, or multi-cloud where it's the right fit.

Enablement & Ongoing Support

Comprehensive team enablement, documentation, and ongoing support — so your AI and automation solutions keep delivering value long after launch. Ongoing retainers available from £500/month.

AWS Bedrock

Make.com

n8n

Zapier

OpenAI

Anthropic

LangChain

Pinecone

AWS Bedrock

Make.com

n8n

Zapier

OpenAI

Anthropic

LangChain

Pinecone

AWS Bedrock

Make.com

n8n

Zapier

OpenAI

Anthropic

LangChain

Pinecone

How we work

Our Proven Process

A systematic approach to identifying and implementing high-impact AI and automation opportunities on AWS

Discovery

We analyze your current workflows, systems, and pain points through stakeholder interviews and process mapping to understand your unique challenges.

1 week

Assessment

Our team evaluates each workflow against key metrics: cost savings, time reduction, error rates, and strategic value to identify the best AI and automation opportunities.

1 week

Prioritization

We create a ranked roadmap of automation opportunities, from quick wins that deliver immediate value to transformational AI initiatives.

1 week

Design

Detailed solution architecture and technical specifications for your highest-priority automations, leveraging AWS services and AI best practices.

2-3 weeks

Client testimonials

Client Success Stories

Real results from real projects (anonymized for confidentiality)

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.

Architecture simplified, deployment streamlined

Senior Solutions Architect

Enterprise Technology Company

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.

60+ new use cases identified

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.

Significant time and risk reduction

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.

50% faster delivery

Senior AI Architect

Technology Company

Trusted tools we work with

AWS

Make

n8n

Zapier

OpenAI

Anthropic

Bedrock

Who this is for

Who we work with

We work best with growing businesses that are ready to implement, not just explore.

We're a good fit if...

You have a specific painful process you want automated — or a board-level mandate to implement AI

You've tried AI tools and need something connected to your actual data and systems

You want working software delivered on AWS, not a strategy deck

Your business has 20–500 employees with real operational complexity

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 managed services from a large MSP

You want to build entirely in-house and just need a training course

Typical engagements start from £1,500 for a readiness assessment, credited against any subsequent project.

Book a free discovery call →

Ready when you are

Ready to Automate with AI?

Schedule a free consultation with our team of ex-AWS specialists. We'll discuss your challenges and outline how AI-powered automation can transform your workflows—no commitment required.