Industries / Business & Professional Services
Business & Professional Services
Accounting firms, law practices, consultancies and agencies sell expertise by the hour — which makes professional services the sector where AI has the clearest, fastest path from pilot to profit. We build the systems that turn research, drafting and admin into margin instead of overhead.
Insights
How AI-assisted research and drafting cut proposal turnaround from days to hours without diluting the pitch.
6 min read
A practical model for billing, intake and reporting workflows that keep a human on every client-facing decision.
5 min read
Why AI-speed delivery is pushing firms from billable hours toward value-based engagements — and how to make the shift.
7 min read
Where we work
01
Reconciliation, categorization and client reporting handled by supervised AI, freeing staff for advisory work.
02
Contract review, discovery and research summaries drafted in minutes, reviewed by counsel before they ever go out.
03
Research synthesis and deliverable drafting compressed so consultants spend their time on judgment, not formatting.
04
Campaign research, briefs and first-draft assets produced at a pace that matches client expectations.
05
Candidate sourcing, screening and job-order matching accelerated without losing the recruiter's judgment.
06
Quote comparison, renewal prep and client communications handled with far less manual assembly.
How we help
Advisory
A prioritized, partner-ready plan for where AI removes admin drag first and where it builds a durable edge with clients.
Implementation
We connect AI directly into your practice-management, CRM and document workflows so it fits how your teams already work.
Our product
Treadstone's back-office engine for professional firms — intake, billing and reporting, deployed in weeks, not quarters.
Case study
A 40-person consultancy asked us to close the gap between what its consultants were worth and what they were actually billing. We paired AI-assisted proposal drafting with an automated back office, keeping every client-facing document reviewed by a partner before it went out.
Representative engagement. Figures illustrative.
The scale of the opportunity
$90–150B
annual value analysts estimate AI could add to professional and business services globally
40–60%
of research, drafting and administrative hours AI can meaningfully assist
50–70%
reduction in first-draft time reported across early deployments
2–3×
throughput achievable per consultant on proposal and reporting work
Figures are illustrative analyst estimates, not guaranteed outcomes; actual results depend on firm and use case.
The cost of waiting
Commoditizing
routine advisory work analysts expect to see priced down as AI-assisted delivery becomes standard
AI-speed
is becoming the client expectation for turnaround, not a differentiator — the baseline is moving
Widening
gap in price and turnaround between adopting firms and everyone else, and it is not closing on its own
Estimates are illustrative analyst projections intended to frame the stakes, not predictions for any single firm.
Professional Services Learn Hub
A working library for firm leaders, partners and practice managers. We skip the hype and answer the questions that actually move a decision: what to automate first, what it costs, what "good" looks like, and how to bring your team and clients along.
Decide in a week, not a quarter
Short, plain-language answers so you can green-light a use-case with confidence.
Numbers you can take to the board
Benchmarks and cost models that drop straight into a leadership deck.
Get your team fluent
Guides and courses that make non-technical staff comfortable working with AI.
What's inside
A 30-minute call is enough for us to tell you whether AI pays for itself here — and roughly how fast.
Book a discovery call