Professional services · Client delivery

AI operating systems for service firms that sell expertise.

For firms where client work depends on proposals, intake, research, knowledge reuse, delivery quality, follow-up, and leadership visibility. We turn the firm’s repeated work into an AI-enabled operating layer.

§ 01

Fit

This is for operators with real moving parts.

Consulting, advisory, agencies, accounting, legal-adjacent, IT services, and expert-led firms.

Teams that repeatedly write proposals, gather requirements, deliver client work, and report outcomes.

Firms with valuable internal knowledge trapped in calls, docs, inboxes, and individual memory.

Partners who want AI to increase leverage without lowering quality or trust.

§ 02

Install surface

Where the AI operating system goes.

Business development

Lead research, account intelligence, proposal drafts, follow-up, case study reuse, and qualification support.

Client delivery

Intake summaries, project plans, task extraction, meeting notes, deliverable drafts, and quality review workflows.

Knowledge reuse

Searchable institutional memory across past work, frameworks, decisions, examples, templates, and expert judgment.

Leadership reporting

Pipeline, utilization signals, delivery risk, client health, open decisions, and what needs partner attention.

§ 03

First wedge

Start where value appears fastest.

Wedge

Proposal OS

Turn past language, case studies, qualifications, and client context into faster, stronger proposal output.

Wedge

Client delivery copilot

Convert meetings, notes, requirements, and tasks into cleaner delivery operations.

Wedge

Knowledge base

Capture the firm’s best thinking so it can be found, reused, and improved by the team.

§ 04

Outcomes

What should improve.

  • Faster proposals without generic copy.
  • Cleaner project handoffs and task follow-through.
  • Less partner time spent repeating institutional knowledge.
  • Better visibility into delivery risk.
  • More reusable client work.
  • AI leverage without weakening the firm’s standard of care.