Dialect 02 · For operations-heavy teams
For teams where expert time is the bottleneck.
Every operation has work that's too expensive to do well by hand and too important to do badly, the audit nobody has time to run daily, the review queue that never clears, the waste that leaks while everyone's busy. We turn that work into a system: instrumented, monitored, and owned by you.
AI is everywhere in your company. Systems aren't.
Your team already uses AI, one-off prompts in private tabs, great results that live in someone's chat history and never become a repeatable, owned system. Intake stays manual. Nothing grades the output. Nothing watches for drift or runaway cost. The value is real, but it doesn't compound.
One agency's audit, run every day across every account.
The work no human has time to do daily, now it runs itself.
Multi-pass analysis engine
Reads hundreds of thousands of search terms and returns concrete actions across every account, the depth of review a team could never sustain by hand.
"Larry," the monitoring agent
An autonomous agent that runs the audit daily, catches waste and anomalies, and reports what needs attention before spend leaks.
Not a prompt. A pipeline with a monitor on it.
Every system ships with the same three instruments.
A graded eval set so quality is measured, regression-checked, and defensible, the difference between a demo and something you'd stake a client on.
Tokens and throughput modeled up front and metered live, so ROI is clear before you scale and stays visible after.
Always-on agents that catch drift and failure the moment they appear, you hear it from the monitor, not from the customer.
You keep the runbook, the eval harness, and the code. We make your people more leveraged, not more dependent.
Start with one workflow. We'll tell you honestly if it's a fit.
We embed, map the real process, and pick the place where a system creates the most leverage fastest, then build and prove it before anyone talks about scaling.
Tell us the workflow.
Describe the expensive, repeatable work that's eating your experts' time. We'll give you a straight read on whether a system makes sense, and what a first sprint would take.