Choose the result
Start with a result the business already tracks, such as response time, collections, campaign follow-up or delivery status.
OpenAnalyst connects AI agents to the systems your company already uses. Each agent finds the work, gathers the right information, completes the approved steps and updates the record when the job is done.
Work appears
OpenAnalyst agent
Runs the job
The result returns
The first deployment should solve a visible problem and be easy to inspect. The same connections and rules can then support the next agent.
Start with a result the business already tracks, such as response time, collections, campaign follow-up or delivery status.
Give the agent approved access to the history, documents and company rules needed for the job.
Define what starts the job, what the agent can complete, which systems it updates and when it must pause.
Compare live work with the baseline, improve weak points and reuse the setup for the next team.
Before launch, your team agrees on what the agent can do, which information it can use and what counts as finished.
The trigger, actions and completed state are written down.
The agent uses only the sources allowed for the job.
Conditions and decision points follow your standard.
Actions, changes and results remain available for review.
Agents read and update the tools that already run the business. We confirm every connection before it is included in the scope.
CRM, helpdesk, accounting, commerce, email, documents, spreadsheets and internal software.
It reads the approved records, completes the agreed steps and writes the result to the system your team already trusts.
Owners, status, notes and next actions stay current after the work is complete.
Every live agent has defined access, rules, ownership and a way to stop. The record shows what happened without piecing the job together later.
Only the systems and records required for the job.
The conditions that shape actions, routing and decisions.
A named role remains accountable for the workflow and its exceptions.
Every action and result stays available for review.
Access or the workflow itself can be stopped when circumstances change.
Timing depends on the job and the systems involved. Your team still sees the same three stages from scope to live work.
Confirm the baseline, systems, rules, owner and measure with the people who know the process.
Connect approved tools, run realistic cases and fix gaps before the agent handles live work.
Watch the first runs, confirm ownership and improve the workflow from observed results.
We will trace the systems, rules and agent work required to deliver it.