Find a task worth improving
Customer questions, internal knowledge retrieval, draft preparation and enquiry triage can be useful starting points. We look at volume, repetition, error cost and the information available to support the task.
The first deliverable is a workflow map: inputs, decisions, outputs, handoffs and exceptions. This helps separate a useful automation from a feature that merely sounds impressive.
Build a pilot around evidence and limits
A pilot needs representative test cases and a clear definition of acceptable output. We assess factual accuracy, escalation behavior, latency, cost and the effort required from the team.
The system should use only the access and data needed for its job. Sensitive or regulated workflows require an appropriate review before use; a general business chatbot is not a substitute for professional judgment.
Connect the experience to your team
A website assistant can answer published service questions, collect a visitor’s stated requirements and offer a deliberate handoff. A confirmed enquiry should enter a lead system with the right business identity and clear delivery status.
We scope integrations, monitoring, ownership and maintenance alongside the model. Your team should understand how to pause the system, correct its information and handle requests it cannot complete.
What we can scope together
- Workflow discovery and opportunity map
- Data and access requirements
- Pilot scope and acceptance criteria
- Human review and escalation design
- Integration and operating-cost plan
- Evaluation and handover
Every proposal defines the deliverables, responsibilities, schedule and fees for that project.
Questions about ai consulting
Can AI answer questions on our website?
Yes, when it has reliable information and an appropriate scope. We define what it may answer, when it should ask a clarifying question and how it offers a human handoff.
Can AI replace every manual step?
Some tasks are suitable for automation, while others require human decisions or approvals. The workflow assessment determines the appropriate boundaries.
How do we know whether the pilot worked?
Agree measurable criteria before building: answer quality, task completion, handling of exceptions, response time and operating cost. Evaluate representative cases against those criteria.
