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Regime LabSystems for uncertainty
AI CONSULTING / AGENTS / SYSTEMS

AI systems.
Built around
your work.

Turn the work that slows you down into a system you can operate. We design and deploy AI agents, connect your tools, and build useful automation around the way your business actually works.

Discuss a projectExplore deployed agents
BUSINESS REALITY FIRST.TECHNOLOGY SECOND.
Find your starting point
RL / ENGAGEMENT EXPLORER Interactive illustration
01 / 03THE ENGAGEMENT

A business problem. A working system.

Bring the work, not a technical specification. We map the process, find the useful role for AI, and build the smallest system that can be verified.

Workflow design, integration, and a clear handoff
Explore consulting
Understand / Build / VerifyDesigned around your work
01 / CONSULTING + CUSTOM SYSTEMS

Bring the problem.
We shape the system.

You do not need an AI strategy deck or a list of tools. Start with a workflow, a bottleneck, or a recurring task. We work from the operating reality outward.

01
Research + reporting

Research that keeps moving

Recurring research, source monitoring, document analysis, and briefs with a clear path back to the evidence.

02
Workflows + automation

Operations with less repetition

Connect the steps between your tools. Define the actions, handoffs, approvals, and exceptions that make automation useful.

03
Knowledge + tool integration

Knowledge your team can use

Put scattered documents, useful context, and operating knowledge within reach of the people and agents doing the work.

Start with one useful workflow. Expand when the result earns it.

Talk through the work
02 / DEPLOYED AGENTS

A role.
A responsibility.
A working agent.

A deployed agent is an operating capability, not another empty chat window. Its role, tools, knowledge, permissions, and review points are defined around the work it is there to do.

Defined scope Connected tools Human oversight
Discuss an agent deployment
BUSINESS WORKFLOW / AGENT ROLEIllustrative role
BUILT AROUND YOUR OPERATIONS

Research operator

Keep useful information moving from scattered sources to a brief your team can act on. A defined responsibility, connected tools, and a human review point.

Responsibility
Monitor sources and prepare evidence backed briefs
Connected work
Documents, useful context, and team workflows
Human control
Review before consequential actions
An example of a scoped business role, not a live activity feed. Each deployment is defined around the work.
Explore deployed agents
THE ENGAGEMENT

From operating reality
to something operable.

A system should be understandable, verifiable, and usable after the first demonstration. The handoff is part of the work.

  1. 01

    Understand

    Map the work, the people, the inputs, and the constraints.

  2. 02

    Build

    Connect the right tools and implement a bounded workflow.

  3. 03

    Verify

    Check the output, the failure paths, and the human controls.

  4. 04

    Operate

    Hand over a usable system or agree on ongoing support.

BUILT ON AGENT OS

Not a prompt.
A system around it.

Agent OS is the foundation for our agent work. Memory, reusable skills, workflows, and verification give the system continuity beyond a single conversation.

Reusable knowledge Owned workflows Clear boundaries
Explore Agent OS Open source project
03 / PRODUCTS

Useful on their own.
Part of a bigger system.

Our products have their own purpose and their own entry point. You do not need a consulting engagement to explore them.

OPEN SOURCE / AGENT INFRASTRUCTURE

Agent OS

A public harness for agent work that needs memory, reusable skills, workflows, and continuity. Install the public core yourself or discuss a configured system.

Explore the foundation
FINANCIAL ANALYTICS / APPLICATION

RegimeLab Markets

The financial analytics application remains a product we offer. Inspect regimes, volatility, relationships, and market context through its own working interface.

Explore the financial application
RESEARCH / PRACTICE / SYSTEMS

Thinking that
turns into tools.

Research is how we make our thinking inspectable. The published market writing remains available, alongside the open source project and the systems we build.

Browse published research
A FEW USEFUL ANSWERS

Before we
start building.

No. Start with the work that is slow, repetitive, or difficult to keep consistent. The consulting engagement turns that operating reality into a scoped system before choosing the technical shape.

Yes. A focused workflow is a useful starting point. We define the inputs, expected output, permissions, and verification before expanding the scope.

A deployed agent is designed around a defined responsibility and recurring work. The engagement specifies its tools, knowledge, allowed actions, human review, and operating support rather than treating a conversation as the entire product.

Yes. RegimeLab Markets remains a separate financial analytics product. The MarketDesk agent is a planned specialist deployment option, not a replacement for the application or an automatic part of its subscription.

START WITH THE WORK

What needs
to work better?

A recurring task. A process that breaks. An idea you want to put into operation. Bring us the starting point.

Discuss a projectRegimeLab@proton.me