Stop billing time on work AI should be doing.
For consultancies, agencies and engineering practices (30–300 people): the workflows that drag down realisation — proposals, status reports, knowledge search, time-entry narratives — are exactly where Microsoft AI lands hardest in the first 90 days.
Where it shows up first
Three signals AI is the right call for your firm right now.
Proposal cycles eat the principals’ evenings.
Every new pitch pulls 2-3 partners away from billable work to assemble case studies, CV slides and pricing. A proposal-assembly agent grounded in your SharePoint cuts that prep to 30 minutes.
Knowledge lives in 14 people’s heads.
Junior staff lose hours each week chasing the senior consultant who remembers how the firm handled this last time. A Copilot Studio agent over your project archive resolves 60-70% of those queries on the spot.
Time entries are written from memory on Fridays.
Realisation leaks because nobody can remember exactly what they did on Tuesday. Copilot summarises Teams chats and calendar items into draft time-entry narratives the consultant approves in seconds.
What we ship
Four patterns that move the needle in professional services.
Proposal & SOW assembly agent
Copilot Studio agent over your past proposals, case studies, CV library and pricing models. Generates a 70%-complete first draft from a 6-question brief. Senior consultants edit, don’t write.
Status-report automation
Weekly client reports auto-drafted from project-tracking tool + Teams notes + time entries. PM reviews, edits, sends. Recovers 3-4 hours per PM per week.
Knowledge agent over project archive
Searchable, citation-grounded answers across past project deliverables, contracts, technical write-ups. Replaces “ping the senior partner” with a 30-second answer.
Meeting-to-time-entry workflow
Copilot drafts time-entry narratives from Teams calls and calendar invites. Consultant reviews + submits. Realisation rate improves 4-8% in firms we’ve measured.
The governance posture
Professional-services firms typically handle client-confidential information under NDA, plus their own IP. Our default deployment keeps everything inside your Microsoft 365 tenant boundary, uses Purview sensitivity labels to prevent cross-client leakage, and gives partners visibility into which prompts touched which client matter. For firms with regulated clients (healthcare, finance, public sector) we layer the matching governance overlay on top.
The stack, vertical-specific
The four Microsoft tiles that light up first in professional services.
The same six-tile Microsoft AI stack runs everywhere, but the order in which the tiles pay back differs by vertical. Here’s the order we ship for professional services firms.
Microsoft 365 Copilot
Recovering billable hours
Drafts time-entry narratives from Teams + calendar, summarises client meetings into structured notes, builds first-draft status reports inside Outlook. Realisation rate improves 4–8% in the firms we measure.
Copilot Studio
The proposal + precedent agent
Grounded in your past proposals, case studies, CV library and pricing models. A 6-question brief produces a 70%-complete proposal draft. Senior consultants edit instead of writing from scratch.
SharePoint Premium
The grounding layer for the agent
Without curated, labelled, in-scope SharePoint content the agent is useless. Premium adds the search relevance, content classification and agent-grounding metadata that turn 14 people’s heads into one queryable archive.
Power Automate + AI Builder
Status reports and CRM hygiene
Weekly client status reports auto-drafted from project tools + Teams + time entries. Meeting notes parsed and pushed to the CRM. The boring automation glue that turns Copilot output into a system of record, not just a chat window.
Writing for pro services leaders
Three pieces of our published thinking that apply directly.
AI activation
The 4-week AI activation playbook for a 100-person firm
Week-by-week schedule, exit criteria, deliverables, and the three checkpoints that decide whether you scale a pilot or kill it. The honest version, not the marketing one.
ReadCopilot Studio
Copilot Studio agent patterns: 8 we ship over and over at SMB scale
A catalogue of the eight Copilot Studio agent patterns we build most often for 30–300 person businesses — with tile composition, build cost, the gotcha that bites first-time builders, and how to pick which one to ship first.
ReadMicrosoft Copilot
What 80% of SMBs get wrong about Microsoft Copilot ROI
Four ROI levers, the trap nobody talks about, and a worked example of how a 120-person firm gets to 3.2× year-one ROI on Microsoft Copilot.
ReadWhere this leads next
Two more paths if you want to go a layer deeper.
Common questions
What firms in professional services usually ask first.
Does using AI on client work require client consent?
It depends on the client agreement and the use case. For internal productivity (drafting your own time entries, summarising your own meetings) usually no. For work product delivered to the client, your engagement letter should be updated — we provide a short, partner-friendly amendment template that’s been accepted by most enterprise clients.
How do we stop one client’s data leaking into another’s deliverables?
Purview sensitivity labels on every SharePoint site, configured per client. Copilot honours the labels — content tagged “Client A confidential” won’t surface in a search initiated from “Client B confidential”. We configure this during the activation sprint.
What’s realistic ROI in the first quarter?
For a 100-consultant firm, 4-week activation typically recovers 8-12 hours per consultant per month within 90 days. At a $200 blended rate that’s ~$200K/quarter — net of the Copilot licence cost, comfortably 4-6x payback.
Do you integrate with Practice Engine / Aderant / Deltek?
Yes, via Power Automate premium connectors where APIs exist, or direct REST integration where they don’t. We’ve shipped against all three.
Ready to map this to your firm specifically?
Eight minutes, no obligation. The free AI Readiness Assessment is calibrated for professional services workflows and surfaces the highest-value pattern from this page for your specific situation.