Your expertise, as an MCP any AI can consult.
Built from your past decisions. Ready for someone else’s AI to consult. Free during beta.
The client asks
A client wants rights to everything we create, including rejected concepts and our internal tools. Do we sign?
An example AI answer
Yes, if the fee covers the full rights transfer and the terms are clear.
How a design studio founder would decide
Rights to everything delivered and paid for, yes; rejected concepts and the studio's own tools and templates stay ours.
Examples from a design studio founder’s 62 decisions, a composite model avva wrote, not a real person.
The client asks
An A/B test says smaller, lighter legal text under the signup button lifts signups 4%. Should we ship it?
An example AI answer
A 4% lift is worth taking. Ship it, and keep the text readable.
How a design director would decide
Keep the legal text at body size and full contrast, and give up the 4 percent.
Examples from a design director’s 60 decisions, a composite model avva wrote, not a real person.
The client asks
We have $2M in the bank and 11 months of runway. Is now the time for a $200k brand campaign?
An example AI answer
Yes. Brand takes time to build, so start now and set goals you can track.
How a head of growth would decide
No. With under twelve months of runway, only spend that returns cash inside the quarter.
Examples from a head of growth’s 62 decisions, a composite model avva wrote, not a real person.
The client asks
A competitor had an outage today and our product stayed up. Should we post about it?
An example AI answer
Yes, tastefully: highlight your uptime without naming them.
How a head of social media would decide
No. Say nothing about their outage. If users of theirs come asking, answer them one to one.
Examples from a head of social media’s 61 decisions, a composite model avva wrote, not a real person.
- Claude app
- ChatGPT
- Cursor
- and more
Build from work you already have
Your AI prepares the model. You decide what can be shared.
Connect avva Studio to your AI
One link, added once, in the AI that can already see your work.
Point it at your past work
It finds the decisions you made and the reasons you gave, and writes each one up. Nothing reaches avva yet.
Read the list, then approve it
You cross out what must not leave, hear the finished model read back, and publish. Years of history can take your AI an hour or more.
Your decisions, ready for someone else’s AI
Publish how you decide, so others can consult your judgment in their own AI. Your Decision Model carries your reasons into new situations. You choose what to share and when to update it.
A lawyer
Which lease clause to challenge before someone signs, and which to concede.
An architect
What to keep in a renovation when the budget shrinks, and what can wait.
A recruiter
When a gap in a résumé needs a question, rather than a rejection.
Why not just write a prompt?
- Custom instructions that start “Act as a senior…”
- A paragraph of context, pasted into every new chat.
- One more correction, when it confidently suggests something you would never do.
A job title tells your AI who to imitate. Your decisions show it what you actually weigh, where you stop, and why.
A Decision Model is a record of what one professional actually decided, with their reasons. Their cases show how they weigh trade-offs, where they stop, and which way they went when two goals collided. Your AI applies that to situations the expert never saw. When the expert adds decisions, your AI reads the new version the next time it asks.
Ask your senior people without booking them
Put their models in a private workspace, and your team’s AI checks them before anyone books a meeting.
- Only invited colleagues can open it.
- Never in the marketplace: to anyone outside, it looks as if it does not exist.
- Remove someone and their access stops on their next request.
In the marketplace
One professional per model, with the decisions they made and their reasons. Composites avva wrote are labeled Demo.