All industries

Manufacturing and industrial services

AI automation for Engineering and Consulting.

Engineering providers manage discovery notes, requirements, technical files, proposals, project changes, and handoffs between customer facing and delivery teams.

Discuss a workflow

Operational problems to examine

  • Turning unstructured customer needs into traceable requirements
  • Maintaining context across proposals, files, and project updates
  • Reducing repetitive project administration without losing expert judgment

Workflow opportunities

  • Summarize discovery and meeting notes into draft requirements
  • Compare document revisions and highlight changed fields
  • Prepare proposal and project status drafts for expert review

Keep people in control

Engineers and consultants approve technical interpretation, design decisions, estimates, and all client deliverables.

Measure a focused pilot

Track time from enquiry to scoped brief, missing requirement count, revision search time, and administrative effort. Compare the same kind of work before and during a limited pilot, including exceptions and corrections.