BerkAI
Let’s talk

For founders and small teams

Big work.
Small teams.

You are building a product, pursuing research and thinking about the next delivery. BerkAI is being developed as a working system that connects specialist agents, the history of the work and your decisions.

Explore the way of working Let’s talk about your work ↗

Developed through an internal pilot. Opening to other users is the next step.

One indigo light thread passing through three graphite panels, representing continuity of context.
AI-generated conceptual image · Representing continuity of context across tasks.

One founder. Several projects. A connected way forward.

01 / Product

Scope the first release

02 / Research

From sources to a decision

03 / Operations

The next delivery

One goal, different expertise

Give the work
more than one perspective.

You set the goal. The task calls for research, planning or production, followed by a separate review. BerkAI’s working approach brings these contributions together around the same brief and decision history.

Illustrative task

Prepare a first release

  1. Shared brief

    What are we doing, and why?

  2. Specialist work

    Research, planning and production

  3. Review

    Evidence and open questions

  4. Your decision

    The next direction

Specialisms and their order change with the task. The shared brief carries the purpose between contributions. Fictional working example.

Different tasks, connected context

Yesterday’s decision.
Today’s starting point.

When you return to a project, what you decided matters alongside why you chose that path. BerkAI’s central idea is to carry that reasoning and its supporting material into the next task.

Earlier decision
“Keep the first release to one workflow.”
New task

Should we add another feature to the first release?

Continue with context

The first use case is still unfinished. Planning brings forward the earlier scope decision; review shows how the feature widens the delivery. You choose the next step.

Fictional project example · Material, reasoning and decisions belong to the same story.

Specialists work. You give direction.

The next step
starts with your decision.

The open question should be as visible as the specialists’ contributions. We are developing a workspace where you can consider the output, its sources and the decision it needs together.

See how one task moves forwardThree fictional scenarios · Optional product illustration
BERKAI /The founder’s workspace
Synthetic example

Active task

A new feature request. What did you decide before?

You are building a product. A new feature is requested, but you had decided to keep the first release focused.

Prepared by specialists

First release / scope outline

The first delivery focuses on one workflow. The new feature is considered as a separate next step.

Planning

The new feature is set aside for a later release.

Production

A delivery outline focused on one workflow is prepared.

Review

The outline is compared with your earlier scope decision.

Scope outline and review notes in one work record.

TaskContextSpecialist workYour decision
Internal pilot · In development

A fictional workspace illustrating the product approach. Choosing a task updates the source context, specialist output and decision question together.

From a real working need

It started with
keeping our own work moving.

BerkAI grew out of Berkay Karakaya’s need for continuity across research, software and operational projects. Its first user is its founder.

Today
In development through an internal pilot. Project context, specialist roles and visible work records form the foundation.
Next
Enabling other founders and small teams to bring their own projects into this way of working.

Let’s talk about
the work you want to take on.

What are you working on that needs several kinds of expertise? Where does your team lose context, and which decisions need support? We want real working needs to shape BerkAI’s next step.

Tell us about your work Opens your email application. This is not registration or guaranteed access.