AI automation for the work nobody should be doing by hand.
Built into the tools you already use, with a measured baseline before and after.
Most businesses do not need a chatbot. They need the four hours a week someone spends retyping information between two systems. We find that work, automate it with language models where they are genuinely better than a script, and use a script where they are not.
What this actually covers.
Document and email processing: extraction, classification, routing
Custom agents wired into your existing tools and data
Retrieval over your own documents, with citations you can check
Integrations with the systems you already run, not a new dashboard to visit
Evaluation harnesses, so quality is measured rather than felt
How it runs, week by week.
Find the real bottleneck
We watch the actual workflow and pick the task with the highest hours-to-difficulty ratio.
Automate one task fully
One workflow, end to end, with a measured baseline, before touching a second one.
Keep a human in the loop
Every automation has a review path and an audit trail, because language models are wrong sometimes.
What you get.
Hours per week returned to the people doing the work
Measured accuracy and a review path for when the model is wrong
Questions we get asked.
- Do we need a chatbot?
- Probably not. The highest return is usually in invisible automation: documents processed, information moved between systems, records classified. We look for that first.
- How do you handle the model being wrong?
- Every automation ships with a measured accuracy baseline, a human review path for low-confidence cases, and an audit trail. If a task cannot tolerate errors, we say so rather than shipping it.
- Where does our data go?
- We design around your constraints and tell you exactly which provider processes what. If data cannot leave your infrastructure, that shapes the architecture from the start.
Need ai automation?
Send us the problem and any constraints you already know about. We will come back with scope, a rough timeline, and whether we are the right fit.
Start a project