Industry
Professional Services
Small practices run on email, and the paper trail lives in folders. We build the agents that file what matters where it belongs, draft the documents you send every week, and ask when they are not sure.
The problems we solve
- Hours a day filing email into job folders
- A subject line that names one job while the body discusses another
- Routine contracts drafted from scratch each time
- Paper trails trapped in a mailbox that is hitting its size limit
Client stories
Professional Services
The paper trail files itself
For a small practice, every email that carries a task, a decision or an open question is saved into the right project folder. When the evidence conflicts, the principal gets a one-click check.
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Professional Services
Practice calls that cost no real leads
Voice agents that play the customer, each with its own voice and temperament, so new sales reps can rehearse any kind of call. After each one, the system grades the rep and gives feedback.
Read the storyRelated insights
Perspective · Agentic systems
Agents that do office work: what actually holds up in production
After building agent systems for operators in several industries, the pattern that survives is not the clever prompt. It is a deterministic core, a model at the edges, a person one click away, and one file that says who the business is.
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Article · Professional services
The email that mentions two jobs
The hardest email to file is the one whose subject names one project while the body discusses another. A filing agent that guesses will be wrong in the way that matters most. One that asks will be right, and will learn.
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Perspective · Strategy
The AI roadmap for a forty-person company
Most AI advice is written for companies with a data team. For an operator with forty people, the roadmap is shorter and more concrete: find the workflow that eats the most hours, build one system that gives them back, measure it, and only then talk about transformation.
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We will show you a system running in your industry before we propose one.