Ship Keys
Agents in customers’ CI pipelinesLaunch checks for AI-built apps. Autonomous agents run in customers’ CI pipelines, and its own MCP server and Claude connector bring it into the tools people already use. Private beta.
The agentic stack, and what I've built at each layer
Every layer of a modern agent system, matched to the work that proves it. Tap an app to light up the layers it covers.
People and channels
Web, chat and voice, wherever people already work.
Mini StepsMini CallsMini OpsLowes
Web, chat and voice, wherever people already work.
Mini StepsMini CallsMini OpsLowes
Partner agents
A client’s own agents on other platforms.
Next
A client’s own agents on other platforms.
Next
Orchestration and agents
Plans the work, hands steps to specialist agents and pauses for a person to approve.
Ship KeysMini CallsMini Engine
Plans the work, hands steps to specialist agents and pauses for a person to approve.
Ship KeysMini CallsMini Engine
Agent-to-agent (A2A)
Outside agents hand work to mine, and back.
Mini OpsShip KeysNext
Outside agents hand work to mine, and back.
Mini OpsShip KeysNext
LLMs
AI models matched to how complex each query is.
Mini Navigator
AI models matched to how complex each query is.
Mini Navigator
Memory and context
Remembers goals across conversations and finds the right documents for each task.
Mini StepsMini Engine
Remembers goals across conversations and finds the right documents for each task.
Mini StepsMini Engine
Tools via MCP
My own MCP servers and clients.
Ship KeysMini StepsMini CallsMini Navigator
My own MCP servers and clients.
Ship KeysMini StepsMini CallsMini Navigator
Business systems and data
Connects to the systems a business already runs, such as Intelliflo Office, the FCA Register and identity checks.
Mini OpsLowes
Connects to the systems a business already runs, such as Intelliflo Office, the FCA Register and identity checks.
Mini OpsLowes
Guardrails
A person approves before anything is saved or sent.
Mini Steps
A person approves before anything is saved or sent.
Mini Steps
Evals and quality
Launch checks, quality gates and evals.
Ship KeysMini Engine
Launch checks, quality gates and evals.
Ship KeysMini Engine
Cost control
Spending caps, so AI costs stay predictable.
Mini Steps
Spending caps, so AI costs stay predictable.
Mini Steps
Security
Permission checks, audit logs and strong privacy controls.
Mini Navigator
Permission checks, audit logs and strong privacy controls.
Mini Navigator
HOW A MODERN AGENT SYSTEM FITS TOGETHER
ACROSS EVERY LAYER
THE WHOLE STACKEvery layer backed by real work
Each box is a layer of a modern agent system. The tags show which of my apps proves it. Tap an app above to light up its layers.
KEYBuilt or in progressNext on the roadmapLayers the chosen app covers
The apps, one by one
Mini Steps
Goals that AI remembers, with the owner in chargePersistent goals and context across conversations, owner-approved actions and per-call metering with spend limits. Two MCP servers, including an OAuth 2.1 Claude connector for end-to-end voice interaction. Private beta.
Mini Calls
Voice agents with secured actionsEnd-to-end voice control for your business, with AI that keeps track of every conversation. Agents hand calls to each other, use tools through MCP, and each action is secured before it runs. Built, on Cloud Run.
Mini Navigator
Privacy-first design for sensitive dataRecords for families of children with special educational needs and disabilities (SEND), with strong privacy controls, the right AI model for each query, and its own MCP server. In development.
Mini Engine
RAG and LangGraph, with people in the loopDrafts review packs through RAG and LangGraph pipelines, with human approval checkpoints and evals. A prototype, and my current work.
Mini Ops
Scheduled AI reports for small businessesAI reports on a schedule, linked to the tools a business already uses, with actions that wait for the owner to approve them. A prototype, and the natural fit for A2A.
Lowes (FCA-regulated)
Regulated enterprise at scaleMy 11 years’ experience in regulated financial services includes seven years running technology at Lowes Financial Management, an FCA-regulated financial advisory firm with over £1bn of assets under management: 44 applications and 45 databases, serving 80+ staff and 5,000+ clients. Accountable for six-monthly client valuation reports and annual costs and charges reporting for over 4,000 clients, ensuring accuracy before issue. Also served as Deputy Data Protection Officer. Its onboarding platform, rolled out to over 80 staff (including 18 advisers), cut application processing time by over 90%.
Work with me
Email me, or book a meeting straight into my calendar.