James McGilvray, The Practitioner. Impactflow.

impactflow

Bringing many parties to one collective position, fast.

James McGilvray

The Practitioner

We build lenses.

Bespoke AI harnesses, built around
everyone your decision involves.
A clear plan of action in two weeks.

Thea

The AI Orchestrator

Let yourself in.

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We bring many parties to one collective position, fast.

At Impactflow we build lenses: bespoke AI harnesses built around everyone a decision involves, designed to run on local AI on your own premises. Built and running within two weeks.

Today it takes meeting after meeting

Each party holds a large and complex perspective, very difficult to share concisely and clearly.

Getting to a shared, aligned position usually takes meeting after meeting.

We build lenses

A lens is a view into a given situation. Give many parties access to the same lens, and together they reach a collective position on it.

Through it, each party sees its own position in full, and where everyone meets.

My home is in the gaps

Between organisations, sectors and points of view, where a decision belongs to many people at once. I specialise in understanding each party’s perspective, translating between them, and getting everyone moving together.

The record runs across aerospace, construction, energy, rail and AI adoption: joining aerospace, metal additive manufacturing and a national laboratory in one programme; mapping €4 billion of European research funding; rail innovation at Future Railways; university and industry at UCL.

“You have gained such an understanding of where we are as a consortium. I think it’s unprecedented.”

Stakeholder perspective, Innovate UK Business Growth AI Readiness feasibility study

If you have a complex situation and many people involved in a shared decision, maybe we can help. Please explore to find out more, and pick a time in my calendar if you’d like to talk it through.

James

impactflow
About James

The Practitioner About James

About James

James works where a challenge sits between rooms.

the top floornext doorthe shop flooracrossthe tabledown the lineoverseasthe one nobody's askedYour challengeusually here

How James works

For more than twenty-five years, one discipline has run through James’s work: structuring information so it can be found, trusted and used again.

ABC4foundtrustedused again
He designs the systems that hold it,built so the same question always returnsthe same, verifiable answer.

Why it matters

The tools do the heavy lifting

structuredheldretrievable

So James’s time goes to the people

the hour with each party · the gaps

the top floornext doordownthe line

And every client gets the same depth

the same depth, every room

consistent · Introducing Impactflow

About Thea

The AI Orchestrator About Thea

About Thea

Thea keeps every voice in view.

She is James’s partner in the work. While he is in the room with each party, she researches ahead of each conversation, keeps track of everything said, and analyses across all of them at once, every point traced to who said it. Together they build lenses: a harness set around an objective that several people hold, showing each party’s view and where those views meet. They fire it up, then polish and tune it until the whole group can see one collective position.

She specialises in holding many views side by side, tracing each one to its source, and finding where they meet.

The judgement is James’s. Her part is making sure he has everything in view when he makes it.

The foundations

Thea is the third build of one idea.

  1. 1999 · The seed. At a knowledge management conference, James heard how Shell had put videoed maintenance fixes on one shared server, so a lesson learned on one site reached the whole enterprise.

  2. 2005–2011 · iMoneyManager. The first build: one central hub, so a person’s finances were entered once and every creditor worked from the same record.

  3. 2011–2016 · Bridgelight. The second: natural-language search across thousands of company websites, shortlisting those best placed to collaborate. Future Railways was its first customer. From 2015 it drew its matches as a knowledge graph; a plain list worked better, and the list taught the method.

  4. 2023 on · Thea. The third: retrieval structured for a study of AI adoption, then an AI partner, built by taking an open-source assistant apart first.

Alongside every consulting role, James developed technology to support the work. Thea is where it led.

Impactflow

A method in five steps Impactflow

Introducing Impactflow

Through the lens in one go

The lens consolidates that volume into a clear position around shared objectives.

Everyone sees where they are, what they need to do, and how their work relates to others, in one go.

We call the shape Impactflow

Impactflow is the shape. James gathers it through conversation; Thea orchestrates what comes back.

Within two weeks: an aligned position, a clear plan of action, and an interface to manage delivery.

Impactflow brings many parties to one collective position.

For each challenge, we build a lens: a harness crafted with Impactflow, set around everyone your decision involves.

1 framing2 listening3 analysis4 interpretation5 brieftwo weeksyour go-ahead

It’s now a method in five steps, and in two weeks it gives you the foundation to take control.

How you’ll experience it

You give James an hour and your introductions. We do the work in the gaps. Two weeks from your go-ahead, we walk through your collective position together.

Your challengean hourthe top flooracrossthe tableoverseasyourintroductionsthe gapstwo weekstogether

here’s how, in five steps

1 · Framing

Initial research

the challengewho’s involvedthe organisation

Together we sharpen your position

Your challengethe top floornext doorthe shop flooracrossthe tableoverseasdown the line? ? ?questionspartiestiming
the framing hour · the first hour’s on us

Proposal→your go-ahead

two weeks from heretwo weeksyour go-aheadframing
the proposalthe interviewstructureListeningthe lensAnalysiswhat the analysis looks for,agreed before anyone is heard
What goes wrong

1 · Framing · what goes wrong

The hardest part

Each room starts from its own version of the problem, so the first meeting is spent agreeing what the meeting is for.

the problemthe problemthe problemthe problem?what’s this meeting for?

2 · Listening

The Opening

with you, and the parties if you choose · your introductions · the process, set out

you

James hears each party in depth

an hour each · six to eight · week one

the top floorit has to add upnext doorwhat’s in itfor us?the shop floorit has to workon the flooracrossthe tablewe’ve heardthis beforeoverseaswe hear lastdown the lineit landson usthe one nobody's askedsince you ask…

Every conversation follows the interview structure built at framing

in their own words

What goes wrong

2 · Listening · what goes wrong

The safe version

Put everyone in one room and you hear what’s safe to say in front of everyone.

agreedagreedfine by usmakes senseagreedagreed…

3 · Analysis

Mapped against the lens we set at framing

wantsofferswhat mustbe in placewho theynameeach traced to its source

Held as your baseline position

where views meet · where they part

where views meetwhere they partyour baseline position

Every new voice builds on it

shared positions gather into groups

a new voicegroupgroupgroup

the groups that can act together

What goes wrong

3 · Analysis · what goes wrong

The pile

The notes grow faster than anyone can hold them side by side, so the last conversation heard becomes the conclusion.

the last conversation heardtheconclusion

4 · Interpretation

James brings what he heard in the room

where the energy is · what went unsaid

wantsofferswhat mustbe in placewho theynamewhere the energy iswhat went unsaid

The findings, weighed across the group

the system suggests · James judges

the system suggestsJames judges

A roadmap from your baseline

convenehearanalyseinterpretreconvenethe work between meetings
What goes wrong

4 · Interpretation · what goes wrong

The inside view

Summarised from the inside, the position leans the way its writers already lean, and nobody can trace how it got there.

5 · Brief

The collective position

5 · Brief

The plan

the groups that can act together · first steps dated

The proof

every point traced to its source

we walk through it together

and the full working, if you want it

In the open: the method at work on a public question, every source on show.

What goes wrong

5 · Brief · what goes wrong

The shelf

A position with no plan, or a plan nobody agreed to, ends up on a shelf.

positionplanplan (final)plan (final 2)position, agreed?next steps

Beyond

Back to the room, together

you + everyone heard · the findings · the way forward

youthe findingsthe wayforward

A lead for each group

James frames again with each lead · from the group’s foundation

the roomtheir challengetheir challengetheir challenge

The same cycle, at scale

new voices · convene→hear→reconvene

It begins with your challenge

What goes wrong

Beyond · what goes wrong

The long corridor

The meetings keep coming round, because the work between them never gets done in depth.

meetingmeetingand round again
In the open

Working in the open

Two studies, run in public: every step recorded, every source on show.

The perfect storm

How an energy shock travels through a firm: when a spike in one place becomes lags across logistics, procurement, finance and sales, and how different firms experience it over time.

first session coming

Local AI

Bringing the model to the data: AI that runs on your own premises, with you holding the key. We’re recording the journey of building it with our partners.

first session coming

Connect

Connect

It begins with your challenge

Your challenge
  • A complex project or decision.
  • A deadline, or a moment that won’t wait.
  • A distributed set of people whose views you need.

That’s where we come into our own.

take control in two weeks

Book your framing hour

the first hour’s on me

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