Built once, running every day
Agents carry out the engineering and analysis on tested, reusable code, so the work keeps running instead of being rebuilt by hand.
We build and run the data for growing companies, so finance, sales and the board work from the same numbers. Agents do the work, our experts keep the numbers right, you own it.

The problem
How Cypher works
Agents do the repeatable work, so reports are built once instead of rebuilt by hand every month.
Agents carry out the engineering and analysis on tested, reusable code, so the work keeps running instead of being rebuilt by hand.
Ask why revenue changed, investigate churn, and create reports through an agent. Shared data and definitions let your team explore without an analyst handling every follow-up.
Corrections and new context become part of the shared system, so recurring work gets faster and more consistent.

A consultancy builds it and leaves. We build it and keep it running as your company grows.

Cypher builds, runs, and improves the system, and stays responsible for it after go-live. Work does not disappear between freelancers, tools, and internal owners.
Experts resolve definitions and exceptions with your team before they turn into conflicting reports or bad decisions.
Your data, project code, models, and business context remain yours, so changing direction never means starting over.
What counts as a customer? When does revenue count? We work alongside your team to understand the rules and exceptions, then build them into the data and context your agent uses.
We resolve conflicting definitions with the people responsible and maintain that shared understanding. Your team can explore different questions without rebuilding the logic each time.
Ask questions, investigate changes, and create reports through an agent. The data, definitions, and business context stay shared, so reports and agent answers use the same definitions.
People establish meaning and take responsibility. Agents investigate and carry out tasks. Defined calculations run in software, so a revenue total does not depend on an agent guessing how to calculate it.
Errors and feedback reveal gaps in the models and context. Agents help investigate and test fixes. Questions that need business judgment go to the people who own the numbers, and validated changes become part of the shared system.
Both. Agents and reusable software do the data work a consultancy would do by hand, and our people check it. You own your data and models. We stay responsible for running them and keep improving the system as your company grows.
We’re working with a few design partners now. We agree on a useful first outcome, connect the data it needs, and check the result together. We need access to the relevant systems and time with the people who know the numbers. We handle the engineering and maintenance.
We handle data connections, recurring reporting, and maintenance so your analyst can focus on deeper questions. They work with the same maintained models and business context as the agent.
We test the models and calculations and agree definitions with your team. Agents work from that foundation. Questions that need a business decision go to the person on your side who owns that number, and validated corrections become part of the shared system.
Yes. You own your data, project code, models, and business definitions, with documentation for your team to take over. Cypher retains its reusable software and agent tools.

Tom Wolting
Founder, Cypher