For organisations that sell expensive expertise

Recover expert capacity lost to documents & data and repeated reporting.

We map, build and operate the connected workflow from enquiry and source material to human-reviewed, client-ready work — keeping the systems you already have where they remain adequate.

  • No SaaS Lock-in
  • Fully Operated
  • Protected Margins
Where the capacity goes

Sound familiar?

The four operational bottlenecks silently draining fee-earner billable rates in professional practices:

  • The same data, typed 3 times

    Rekeyed across spreadsheets, introducing avoidable errors.

  • Reports assembled by hand

    Identical monthly structure stitched together manually.

  • Approvals stuck in inboxes

    Waiting on director review with zero visibility on bottlenecks.

  • Workflow in one head

    Runs smoothly while people are present, risks failure on exit.

Interactive Capacity Engine

What is this workflow costing in expert time?

Adjust parameters and select your automation scenario to see real-time recovery metrics.

3 Specialists
8.0 Hours / wk
€120 / hr
Automation scenario modeling
50% Automation ScenarioLive Model
Capacity Recovered624hours / year back
Financial Value≈ €74,880

Formula:

3 people × 8h/week × 52 weeks × 50% = 624 hours | 624 hours × €120 = €74,880

The mechanism

What actually happens to a piece of work.

A single-source connected lifecycle with human verification built into every handover:

  1. Field-Ready

    Structured Intake

    Single-source entry forms eliminate manual data re-keying across tools.

    Spec
  2. Zero Re-key

    Synthesis (.ai)

    Automated parsing and transformations prepare drafting schemas instantly.

    Spec
  3. Sign-Off

    Human Gate

    Mandatory expert checkpoint verifies accuracy before moving to release.

    Spec
  4. Protected

    Deliverable

    Clean outputs delivered with complete audit logs and zero overhead.

    Spec
Evidence & Standards

What we will and will not claim.

We publish a client’s name only with their written permission, and a result only where a baseline, measurement period, data source and defensible attribution exist. See the full rules on our Work page.

We have not delivered a published engagement in the energy and environmental sector, and nothing here should be read as saying we have. What we can show is the method, architecture and controls.

See the evidence rules
Funnel Qualification

Before you get in touch.

We only take on projects where the ROI is clear. Here is how we know we’re a fit before we talk:

Worth a conversation

You are ready if:

  • A high-impact workflow tied directly to revenue or cost reduction.
  • An accountable sponsor to set acceptance criteria and sign off.
  • Direct access to necessary systems, infrastructure, and operational data.
  • A clear trigger — a hard deadline, scaling bottleneck, or strategic shift.
Clear Boundaries

We will say no

  • A general curiosity in AI with no specific business workflow attached.
  • Low transaction volume where automation engineering ROI doesn't math out.
  • No internal owner driving the project or outcome.
  • Budget constraints that cannot sustain a thorough Diagnostic and build.
Insights & Notes

What we’re seeing in the field.

All insights
  • Operations FEATURED

    8 Sept 2026

    Where Billable Hours Actually Go

    Fee-earning time lost to manual work rarely appears as a cost anyone tracks. A basic estimate usually produces a number large enough to justify measuring it properly.

    MJMJ Operations Lab
    3 min read
  • Operations

    7 Sept 2026

    Why Margins Shrink Even as Projects Grow

    Winning more work should improve margin through scale. In professional services it often erodes it instead, because the operational cost per project doesn't shrink with volume the way it should.

    MJMJ Operations Lab
    3 min read
  • Workflows

    6 Sept 2026

    We Don't Replace the Systems You're Keeping

    Replacing a working CRM or ERP is expensive, disruptive and often unnecessary. Where an existing system already does its job, we integrate with it — a replacement you didn't need is cost without recovered capacity.

    MJMJ Operations Lab
    3 min read

Bring one workflow that is costing you time, margin or control.

Not a transformation programme. One recurring deliverable, and the question of whether measuring it is worth doing.