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Fig. 4 Work

Selected work

Work we can talk about. Where a client is confidential, we describe the company and the problem instead of showing a logo. Projects marked Lumthera Lab are our own.

Case studies

Legal tech · Client: Confidential

A company brain, and the automations around it

An internal AI assistant grounded in the company’s own knowledge, automations for the repetitive work around it, and a pipeline that turns briefs into marketing video.

  • AI integration
  • Workflow automation
  • Video generation
Read the case study
Documents, email, CRM and meeting notes feed a company brain, which produces answers, automations and marketing video. Documents Email CRM Meeting notes Company brain Answers Automations Marketing video

Examples How engagements are shaped

What a typical engagement looks like

These are example plans, not client stories. They show how we usually structure each kind of work; your proposal is written for your situation.

  • Example A · MVP development

    From validated idea to first paying users

    1. 01
      Scope

      Interviews, one core user journey, acceptance criteria, clickable prototype.

    2. 02
      Build

      Weekly cycles on the core journey only, with a demo every Friday.

    3. 03
      Launch

      Release to a first group of users, analytics and error monitoring live.

    4. 04
      Handover

      Code, accounts and documentation in your name; a backlog for what comes next.

  • Example B · AI integration

    An assistant for a support or operations team

    1. 01
      Audit

      Which requests repeat, where the answers live, what must stay with a person.

    2. 02
      Prototype

      Tested on real, anonymised requests before anyone relies on it.

    3. 03
      Production

      Connected to your tools, with a clear hand-off to a person when it is unsure.

    4. 04
      Measure

      An evaluation set, usage costs and quality reviewed every month.

  • Example C · Team management

    A fractional product lead for a quarter

    1. 01
      Diagnose

      How work arrives, who decides, where it stalls.

    2. 02
      Set up

      A delivery rhythm and tooling sized for the team you actually have.

    3. 03
      Lead

      Running planning, reviews and releases until the rhythm holds.

    4. 04
      Hire

      Role definition and interview loop for the person who takes over.

  • Example D · AI integration

    A knowledge assistant over your documents

    1. 01
      Collect

      Sources, access rights, and the questions it must never answer.

    2. 02
      Prototype

      Tested on real questions from the team, not demo prompts.

    3. 03
      Ground

      Answers point to where they came from; unclear cases go to a person.

    4. 04
      Roll out

      One team first, with feedback and running costs tracked.

  • Example E · MVP development

    Rescuing a stalled MVP

    1. 01
      Assess

      Code, infrastructure and backlog review, with an honest written verdict.

    2. 02
      Stabilise

      Fix what blocks a release; tests around the critical paths.

    3. 03
      Ship

      Cut the scope to one core journey and get it in front of users.

    4. 04
      Hand over

      Documentation, a clean backlog and notes for the next hire.

  • Example F · Product strategy

    An AI readiness audit

    1. 01
      Map

      Processes, data and tools, and where the hours actually go.

    2. 02
      Score

      Use cases ranked by value, risk and effort.

    3. 03
      Test

      Quick prototypes on the top candidates, using your real material.

    4. 04
      Plan

      A costed roadmap, including what not to do yet.

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