Representative engagement
Insurance operations
Claims Triage and Handler Allocation
A representative engagement redesigning claims intake, document interpretation, and handler routing so the team could process work faster without losing oversight on sensitive cases.
The new workflow combined AI-assisted triage, confidence thresholds, and human review for high-risk scenarios, creating faster routing with clearer control.
Indicative result
42% reduction in time to first action
Representative engagement
Commercial operations
Deal Desk Workflow for a B2B Software Team
A representative engagement focused on proposal generation, approvals, and legal hand-offs across a high-volume sales environment with too much manual coordination.
The operating model was redesigned so AI supported content assembly, approval preparation, and exception routing while commercial judgement stayed visible.
Indicative result
31% faster proposal turnaround
Representative engagement
Knowledge operations
Research Synthesis for a Life Sciences Team
A representative engagement improving how research inputs were collected, synthesised, quality-checked, and passed into internal decision-making teams.
The workflow introduced AI-assisted synthesis, structured review checkpoints, and clearer ownership across analysts and subject-matter experts.
Indicative result
60% less manual collation effort