Industries / Professional Services
Reinvent how knowledge work is produced, reviewed and delivered.
For consulting, accounting, legal and advisory firms the product is analysis and judgment. We apply AI to research, drafting and delivery so senior time moves from assembling work to deciding what it means.
- Who we work with
- Consulting, accounting, legal, tax and advisory firms
- Where we start
- Research, proposals, deliverable production and knowledge reuse
- What changes
- More leverage per senior hour, with quality review kept human
Where the pressure is.
Professional services firms sell time and judgment, yet much of that time goes to gathering, formatting and re-checking. AI changes the economics of that layer first.
The firms that gain most will redesign engagement workflows and roles, not simply hand people a chatbot.
- 01
Slow research and synthesis
Hours of searching and summarizing before the real thinking starts.
- 02
Inconsistent deliverable quality
Quality depends on who built the document and who reviewed it.
- 03
Knowledge locked in past work
Prior engagements hold answers that nobody can find in time.
- 04
A pyramid under pressure
Junior tasks are changing, so the career model has to change with them.
Where AI changes the work.
Six places we typically start in Professional Services. Each is a workflow, not a tool.
Research and market-mapping agents
Structured research with sources, ready for senior review.
AI & Agentic Workflows →Proposal and pitch assembly
First drafts built from the firm's own prior work.
AI & Agentic Workflows →Deliverable drafting and quality checks
Consistent structure, claims checked against sources.
AI & Agentic Workflows →Engagement knowledge retrieval
Search across past work, with permissions respected.
AI Transformation →Billing, WIP and utilization analytics
Clear view of realization and capacity by team.
Finance Transformation →AI operating model for the firm
Policy, roles and training so adoption is safe and consistent.
AI Transformation →
One workflow, redesigned.
People, process, data, AI and controls are redesigned together around the outcome. Judgment stays with people.
- Data & systemsPast work, client data and public sources are connected.
- AI agentsAgents research, draft and check against sources.
- WorkflowWork moves through defined review stages.
- Human decisionPartners review and decide what leaves the firm.
- OutcomeFaster delivery with consistent quality.
Human decision point: senior judgment is built into the workflow, not added afterwards.
Control stays where it matters.
- Client confidentiality and data segregation
- Partner review before anything leaves the firm
- Source traceability for every claim
- Clear policy on permitted AI use by engagement type
What clients can expect.
More leverage
Senior time shifts toward judgment and client conversations.
Consistent quality
A shared structure and review standard across teams.
Reusable knowledge
Past engagements become an asset that is easy to use.
Illustrative outcomes. Specific measures and targets are agreed at the start of each engagement.