I'm Mitchell, a full-stack Product Engineer.

I design, develop and ship engaging products and practical systems that cut manual work and improve margins. My focus: small, verifiable wins that go live fast, then scale. If you need a developer that knows what to build and why, let's talk.

Sep 28, 2025

The Bottleneck Economy: Where AI Can Save Weeks (Conveyancing, Hiring, Accounting - Plus What's Next)

From UK home sales stuck in 12–20+ week conveyancing cycles, to hiring that drags ~40 days, to finance teams drowning in reconciliations, some sectors are structurally overdue for AI efficiency gains. We'll start with conveyancing/housing, recruiting discovery/matching, and accounting close/reconciliation - then add insurance claims, construction ops, healthcare admin, and public-sector back-office - showing where agentic workflows (document intake, contract checks, entity matching, claims triage) can cut weeks to days, and why the timing finally makes sense.

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Projects

  1. Project
    launchonomy
    Description
    A system for orchestrating AI agents to complete "missions" through consensus driven decision-making and workflow automation.
  2. Project
    pitchplease
    Description
    A Next.js app and Agentic AI workflow for uploading a pitch deck and turning it into a AI generated video, with voiceover and narrator.
  3. Project
    inbox-triage-app
    Description
    A web-based email triage companion that helps you summarise email threads, understand attachments and generate reply drafts — all running primarily on-device using Chrome's built-in AI.
  4. Project
    inbox-triage-extension
    Description
    Triage your inbox with AI-powered email summaries, attachment analysis, and reply drafts—all processed locally for complete privacy.
  5. Project
    agentic-commerce-protocol
    Description
    RFC: Fulfilment for the Agentic Commerce Protocol — defines the fulfilment lifecycle (order confirmation, shipment, delivery, returns), agent↔merchant messages, and state transitions.
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Work

  1. Company
    Materials Market
    Role
    Snr. Product Engineer
    Date
  2. Company
    CRWD
    Role
    Lead Engineer
    Date
  3. Company
    Taskfeed
    Role
    Lead Product Engineer
    Date
  4. Company
    Airstoc
    Role
    Lead Engineer
    Date
  5. Company
    Blendmode
    Role
    Lead Engineer / Designer
    Date
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