Services
·
Custom AI Transformation
Custom AI Transformation.
People first. Always.
Games were always about the people who made them and the people who played them.
Teams that remember teammates for decades. Companies that become communities.
Players that become family.
Alongside
product partnership,
we help studios make something wonderful and put it out there with care —
when generation is cheap and curation is the real work.
15+ yrs · 50+ titles
EA · Ubisoft · SYBO · Spil · Nazara
Commitment
People experience
Craft expertise
Studio applications
The spine
Make something wonderful — for people you may never meet.
Steve Jobs put it plainly: one of the ways we express appreciation to the rest of humanity
is to make something wonderful and put it out there — with care and love —
for people whose hands we may never shake.
That is the spine of Custom AI Transformation at Yardstick.
Models are instruments. People are the point.
What games actually are
Makers and players
Long-lived titles are not only loops and dashboards.
They are rooms where people stay — and players who return because something felt like home.
- Teams that remember teammates for decades — shared scars, shared wins, institutional memory no fine-tune replaces
- Companies that become communities — culture that compounds; trust that ships under pressure
- Players that become family — belonging, rivalry, ritual — the reason “live” means more than a content calendar
What you cannot train a model on
AI can accelerate drafts, surfaces, and analysis.
It cannot substitute the human materials that define this offer:
- Commitment — showing up for the title and the people on it when the week is ugly
- People experience — how it feels to be in the room, and how it feels to be the player
- Craft expertise — judgment earned across titles, failures, and soft launches — not a prompt pack
We build applications that amplify those materials.
We do not pretend a model can invent them.
Alongside product partnership — not a bolt-on.
Both offers share the same standard — make something wonderful for makers and players.
See
Services
and
Home.
Same care. Different delivery.
What transformation builds
Custom applications for your studio problem
Not a generic chatbot wrapper. Not “AI PM” theatre.
Applications shaped for your room — with humans in the loop and wonderful as the bar.
Decision & live intelligence
- Live briefings and scorecards tied to named populations
- Principle-led analytics surfaces (AFITMRR™ lenses where they help)
- Claim hygiene — what the room can say, and what it must not
- Guarded internal agents with locks, audit, and human approval
Studio & team workflows
- Creative / ops workflow assistants scoped to your maps
- Segmentation and journey tooling your people can run
- Offer and pacing support with responsibility, not extraction-by-default
- Capability left behind — so the craft stays when we leave
How we show up
Human craft — then amplify with AI
The best live-game product craft often stayed tribal, behind the highest-stakes doors —
carried by people who remembered each other and the players.
Yardstick’s aim is to make that excellence usable as language, method, and software —
so AI serves commitment and taste, not fashion.
This is a skill built over years in live rooms — not a sudden model shopping list.
How we choose what to build
- People-first — makers and players before models
- Problem-first — a decision or workflow worth owning
- Domain-backed — populations, lenses, guardrails where claims matter
- Curation over generation — a hundred iterations still stand true
With partnership
Often beside product partnership
Custom AI Transformation is not a replacement for loop, economy, or live-plan craft.
Frequently the right build sits next to that work —
the same people, the same title, two ways of helping.
See
how partnership works
and
F2P & live services.
Wrong fit — we say so.
Engagement shapes
- Discovery → first slice — name the decision, who is in the room, data reality; ship a thin application that proves the loop
- Studio systems — deeper tools for live rooms, tied to your stack and your people
- Alongside partnership — AI build + product craft in the same arc when that is honest
What we will not sell: autonomous “AI PM” theatre, vanity chatbots without a product problem,
or claims we cannot seal. Care decides; compute follows.
Useful history — not the spine
Games were early with adaptive systems. People were earlier.
Before generative models, live and systemic games already ran intelligent machinery.
That lineage matters — and it still answers to the same human duty.
The essay
Building with AI: raising the standard of play
holds Jobs’ quote as the spine, then walks boss-fight craft, Nemesis, AppLovin Axon,
Unity Vector, and why curation (not generation) is the real barrier.
In the product
- Differential / adaptive difficulty — systems that read the player and respond in the loop
- Nemesis-class character systems — rivalry and memory as design material
- NPCs and agents — behaviour and social texture as craft, not a demo
- Systemic worlds — rules that compound; intelligence in the simulation
In the business of live
- Machine-learned segmentation — populations for offers, pacing, and service
- Algorithmic UA & monetisation stacks — Applovin-class and peer ML systems
- Live prediction & ranking — what to show next, to whom, under real load
These are instruments of scale.
They succeed when they help people put something more wonderful in a player’s hands —
and fail when optimisation replaces care.
FAQ
Common questions
Custom AI Transformation for our studio?
Yes. Transformative builds for studio or team workflows, scoped to a real product problem and the people who carry it.
Only LLMs?
No. Models are tools inside human craft. Adaptive systems and live stacks are useful history — people remain the point.
Different from partnership?
Same standard; different delivery. Partnership owns loop and live craft. Custom AI Transformation builds the applications that amplify it. Often together.
How do you avoid slop?
People first, humans in the loop, clear guardrails, and refusal when the claim cannot be defended. Wonderful is the bar.
How do we start?
Stage, problem, who is in the room, data shape, what wonderful looks like for players. Wrong fit — we say so.
Where do I read the thinking?
Building with AI
— Jobs as spine, lineage as evidence, curation as the product.
Founder
Paul Dutta — Founder, Yardstick Games.
15+ years · 50+ titles. 5,000+ hours building with AI —
judgment partners can use, not fashion.
Will never settle without serving excellence.
Make something wonderful
For the teams who stay, the communities they become, and the players who feel like family.
If that is the work you are on — tell us where the studio is stuck.
Authorship. Page content and design expression © Yardstick Games Private Limited
(Paul Dutta, Founder). Where AFITMRR™ appears, it refers to Yardstick’s player-value framework —
a trade mark of Yardstick Games Private Limited. Nemesis System is a registered mark of its respective owner;
referenced as industry prior art. All rights reserved.
