Lead response
Collect the request, enrich the company, check service fit, prepare a personal response, and route exceptions.
Use cases / organized by outcome
Give repetitive work somewhere to go.
The strongest agent opportunities are not the flashiest. They are the recurring moments where delay costs revenue, manual collection drains attention, and the next right action is usually knowable.
Opportunity follow-up
Watch for stalled conversations, assemble the right context, draft the next touch, and record the result.
Estimate pursuit
Surface open proposals by value and age, prepare the relevant follow-up, and stop when human judgment is needed.
Operations handoff
Turn scattered messages and files into one owned next action with due date, evidence, and escalation.
Customer updates
Build truthful progress messages from verified operating facts—never inventing status to fill silence.
Reporting
Collect the week’s signals, identify exceptions, and deliver a decision-ready brief instead of another dashboard visit.
The boundary matters
Good candidates are frequent, expensive, and inspectable.
If the work happens twice a year, changes completely every time, or cannot be checked after the fact, it is probably not your first agent.
FIRST-AGENT FILTERFrequency × delay cost × clarity × verifiability
High frequency and clear evidence create useful learning without handing the system more authority than it deserves.
Your first deployment starts with one honest bottleneck
Find the recurrence worth removing first.
Bring us the work that keeps coming back. We will separate the agent-worthy process from the parts that still belong to a human.
Find your first agent