Start a conversation Turn a broad interest in AI into a practical decision about the work to change, the systems involved and the first useful implementation. Start with the operating problem, then assess where AI, process changes or conventional engineering can help.
We connected incoming messages and documents to structured Salesforce/Litify records, with people reviewing the information before deciding what happens next.
Explore the Legal intake workMicrosoft 365 to Salesforce/Litify. Deployed for client testing.
A long list of AI ideas is not a delivery plan. Start where the work repeats, the information is available and the person responsible for the outcome can participate. Compare what can change now with the dependencies that need to be resolved first.
Map the decisions, handoffs and exceptions that slow work down. Define a proposed workflow, the role of each system and the responsibilities that remain with people.
Assess candidate uses against business impact, data readiness, integration needs, adoption and risk. Establish what to pursue first and what needs more evidence.
Define the first release, required access, client inputs, evaluation criteria and operating measures. Give the team a basis for an implementation proposal and rollout decision.
Your team receives the opportunity assessment, proposed workflow and first-release brief. A process owner, technical owner and representative users provide the operational context and approve the intended change. Agree which assessment and implementation responsibilities belong in the engagement before work begins.
Before choosing an AI use case, record the task’s current cycle time, manual effort and error or correction rate. These become the basis for evaluating the first implementation.
If the task, information sources and review requirements are already defined, move into implementation planning.
If missing, inconsistent or inaccessible data blocks the use case, scope that dependency before adding AI.
Bring the opportunity list and the operating problem behind it. We will help compare impact, readiness and the work required to deliver.