We look at AI the other way round, starting from what we want it to do for people, not what it can replace. We help companies, institutions and countries build their AI with human benefit at the heart, then measure what comes back.
Move the sliders to your own numbers. The figures shown are examples.
It is a net figure, like carbon or cash. A single number that says whether the technology inside an organisation is adding to people's lives or quietly draining them.
Right now nobody publishes it. Boards report the savings; the losses land on people and never appear on a page. So the losses keep happening, not from malice, but because nothing counts them.
What gets measured gets designed for.
Put the human return on the scoreboard and technology will start optimising for it, with exactly the same enthusiasm it now brings to cutting cost.
Illustrative entries: real certifications are published in full, including the ones that lapse. Certification is on a waitlist for now. Join it.
We put people back into the plan, then prove it happened. Today that is consultancy inside your organisation. Next it becomes a standard you can be certified against and evidence anyone can cite.
From the first question to the board report. We map where AI fits your work, build the strategy, help you put it in with your people, write the rules, train your teams, and prove what it gave back. Take one piece or the whole programme.
Workforce mapping breaks your people's work into tasks and shows where AI helps the business, where it helps the people, and where it helps neither. Sometimes the honest answer is not yet, and we will tell you.
Certification to the Net Human Standard: audited criteria, independent assessment and a public register.
The evidence engine: the first study modelling what AI does to human connection two generations forward.
A machine will take tasks. Whether it takes your job depends entirely on what your employer counts as your contribution. Measured on volume of output, a model beats you before lunch. Measured on what you add and give back, judgement, trust, relationships, care, the ability to be wrong out loud and fix it, you become the part of the business that can’t be bought off a rate card. This is an argument about the metric, not the machine.
We are, and it started long before AI. Classes, meetings, doctor’s appointments, even catching up with friends all moved onto screens, because screens were cheaper than getting people in a room. Now AI can handle the routine stuff on those screens, the forms, the admin, the standard answers. Which leaves one thing machines can’t do: actually being with another person. Real face time is about to become the most valuable thing an organisation can offer.
An agent can already write the essay and sit the exam. Every remote assessment we built in the last decade is now unprovable. Which means the things institutions quietly stopped funding, (seminars, oral defence, teaching a person in front of you, being in the room) are the only credible evidence anybody learned anything. AI didn’t end the classroom. It just made showing up mean something again.
Every hour AI saves belongs to a human. We can make sure it arrives for you.
Technology does exactly what you ask of it. Ask only for faster and cheaper, and that's what you'll get, along with less training, less conversation, less human contact, because nobody asked to keep those.
But ask for two things, save money and give people something back, and it delivers both. We can help you do this whether you are an SME, an enterprise, a university or a government.
We baseline what your technology currently returns across four measures: hours given back, skill kept alive, human contact created and agency preserved.
Once certification opens, independent assessors will audit you against the Standard's criteria. The evidence is documented Guardrail by Guardrail, so your board, your regulators and your clients can see exactly what was checked.
Certified organisations join the public registry and carry the mark: the signal to customers, regulators and talent that your technology leaves people net better off.
Twenty years across government, education and enterprise with the last several spent answering one question: how do we make sure AI leaves people better off?
Appointed by a Premier to lead a nation's AI strategy. Adviser to Big Four firms. Builder of institutions for the AI economy.
Founder of Net Human.
Eight criteria, the evidence each one requires, and how Human Return is measured: the whole standard as a document you can circulate, cite and take into a board meeting. Version 1.0, free, no pitch attached.
One email with the document. We don't share addresses, and you can leave any time.
It’s on its way to your inbox. You can read it right now as well.The standard is ready to read: open it below, and keep or circulate it freely.
OPEN THE GUARDRAILS →Clients in each. The regulation differs, the sectors differ, and what people want back from the technology does not.
Professional services and enterprise, where an EU-facing deployment makes Article 50 a UK problem too.
Regulated industries answering to boards and enterprise clients who now ask what the deployment did to people.
Government and financial services in a jurisdiction small enough to set policy and see the effect within a term.
We map where AI fits your work, help you deploy it, and write policies and strategies with humans at the heart.
START A CONVERSATION →Be assessed against the Standard and carry the mark when it launches.
JOIN THE WAITLIST →Research institutions, funders and collaborators for the founding evidence.
BECOME A PARTNER →Consultancy engagements are open now, from a single workforce map to a full programme. The first organisation in your industry to measure its Human Return sets the benchmark everyone else is measured against.
Email tamsin@nethumanco.com. We reply within two working days.