Context
The documents, repositories, and conversations a task needs, with appropriate access.
A shared foundation for AI at work
AI does the work, you decide.
People and AI agents work on your company’s tasks together, and every improvement builds on the last. Runs on infrastructure you control.
Separate pieces. Common ground.
Knowledge and systems start in separate places.
Drag to turn Choose a step
Stop starting from scratch.
Scattered information. Manual handoffs. The same systems connected all over again. Berek brings the common groundwork together, so your team can focus on the next useful improvement.
Human control
Scoped permissions, approval, and actions you can trace.
Reusable foundations
Purpose-built applications and automations in a common, maintainable environment.
A piece of work. A whole platform.
Follow the work. See what holds it together.
People, agents, and the tools your team already uses. Start with one useful outcome; keep the foundation for the next one.
Interactive explanation · illustrative workflows
A reported bug, an accepted fix.
Where work starts
Issue tracker
Documentation
Code repository
The shared workspace
Knowledge for this task
Back where it belongs
The right rows A checked fix
01 / 04
Your download contains the wrong rows.
You select a few items, but the downloaded spreadsheet contains the entire list. You describe what you need: only the selected items should be included.
Revision requested: narrow the scope.
A person decides
Berek underneath the work
One foundation, available to each workflow.
The workflow is one use. These are the shared capabilities behind it.
Context
In daily internal use
Documents, repositories, instructions, and connected tools bring relevant knowledge to the work. Sources and access are chosen for each introduction.
Access
In use · configured per installation
Shared identity and scoped access connect people and applications. The customer’s permissions and approval rules shape the actual workflow.
Execution
In daily internal use
Delegated agent runs work in isolated environments. Questions and continuations stay attached to the work; people can intervene.
Applications
Available foundations · active development
Shared documents and purpose-built applications give people and agents a place to work together. Application choice, configuration, and new development are scoped together.
Usage & cost
In development
See which work uses which models and what it costs. Task attribution, spending controls, and combined local/remote usage are being connected and validated. Legroom is optional.
Operation
In use · handover scoped separately
Deployment, platform updates, and operational visibility support the installation. Monitoring, backup, recovery, and the named operator are agreed for the customer environment.
Start with a task that takes too much manual work.
Your part
Show us how you do it today, bring a real example, and involve the people who know the work and the systems.
Our part
We connect the necessary tools, build the agreed missing pieces, and test the result with your team. We also agree who keeps it running.
Before we begin, you know what you will receive, what we need from your team, and the agreed timing and fees.
Find our first useful workflow ↗Delegated development work · 3–8 September 2026
The team directs. The agents do the work.
The team defines the tasks and follows progress together. Agents running on Berek implement changes, run tests and submit the results for review. The team decides what to accept.
- agent-prepared changes accepted
- 20
- calendar days of early use
- 6
The agents’ role
Finding the relevant code, implementing the change, running tests and preparing the changes for review.
The team’s role
Defining and clarifying the task, giving feedback, accepting the change and checking its behavior after release.
One delegated fix from the twenty
A follow-up message lost its task context when a fresh work environment started. The developer assigned the fix to the agent. The agent changed the code, ran tests and opened a code review. Human feedback and a request to continue were also needed.
After the fix was released, a check on 7 September confirmed that the agent received the original task in a fresh environment and continued in the right project.
What do the numbers show?
The sample includes 20 code changes prepared by the agent and accepted by the developer between 3 and 8 September, counted as merged pull requests. These include fixes and development subtasks; one task can involve several changes.
Source: GitHub pull requests and linked Linear issues from internal development use. Checked on 10 September 2026.
Your environment. Clear responsibilities.
Berek runs on infrastructure your company controls. We integrate the systems that already work well.
Under your control
Deployable in an air-gapped environment, with no mandatory call-home or online licence check.
Maintained by us
We provide platform updates and establish a traceable update path for local applications too.
A named operator
Operated by your team, a partner, or us under a separate agreement. Backup, monitoring, and support are agreed upfront.
Explicit data flows
When using an external model, requests may leave your environment. We agree on routes and access together.
Start with one worthwhile use.
Show us how your team handles the task today and where it gets stuck. Together, we choose what to improve first and what a good result looks like.
Define it
The first workflow, its owner, the systems involved, and who will operate it.
Introduce it
We connect the necessary tools, set up access, and build any missing pieces agreed in the proposal.
Hand it over
Your team tries the workflow on its own tasks. We check the results together and agree who will keep it running.
Put cost beside the work.
Legroom is an early-stage product for financial tracking of local and remote AI use. Berek can supply task and session context. Each can be introduced separately, and we can work with your existing cost tools.
Explore Legroom ↗A few things to clarify.
How do we know Berek would work for us?
We choose a concrete task from your team’s work. Together, we check what Berek can do today, which systems need connecting, and what still needs building. We agree what a useful result would look like for you.
Do we need a new task tracker?
Your existing task tracker or business application can remain the home for the work. Berek attaches runs and results to it.
Is Legroom required?
No. Berek can connect to your existing enterprise cost controls. The two products can be introduced separately.
Who decides when it is done?
Someone from your team checks whether the work solves the original problem. They can accept it, ask for changes, or stop it. The agent does not make that decision for you.
What should we build on first?
Bring a recurring task, an owner, and a sense of what better would look like. We start there.