Lead and account research
Assemble permitted account information and draft a research summary for sales review. Agree data sources, relevance criteria and checks before it reaches the seller.
Examples to assess
Choose a task with
an observable result.
These are candidate workflows, not a list of deployed client solutions. We confirm feasibility, data access, system actions and review requirements before recommending a pilot.
Commercial exceptions
Identify discrepancies across quote, contract, subscription and billing records. Send the records to the person responsible for resolving the issue; authorized staff make pricing, billing and financial decisions.
Customer and renewal review
Summarize permitted usage, support and contract data for an account review. Link back to the source records so the account team can decide what to do.
How an engagement is defined
A specific task
with measurable results.
We map the task and its exceptions, decide where people must review the work, then design the integration and test outputs with representative cases. Agent development can be part of a transformation program or a managed-service backlog.
We distinguish a demonstration from a pilot and a production deployment. Any accelerator proposed for your scope is reviewed for its current capability and fit before use.
- Inputs and permissions
- The source records, access boundaries, data handling and allowed system actions.
- Review and exception paths
- Named reviewers, approval steps, handling for incomplete data and escalation when a task cannot be completed safely.
- Acceptance and measurement
- Quality checks, manual review effort and performance measures compared with the current way of completing the task.
- Operation after release
- Monitoring, version changes, failure handling, documentation and support responsibilities.
Discuss the task
Where does repeated work
consume your team’s time?
Bring an example, its inputs and the decisions involved. We will discuss whether a process change, conventional automation or an agent is appropriate.
Discuss your automation needsExplore ongoing GTM improvement