By industry
AI Automation for Professional Services Firms
In a professional services firm, the expensive work is the work between the work: onboarding a client, scoping an engagement, answering the same internal questions, and getting a proposal out while the prospect still cares.
None of it is billable. All of it is done by people whose hours are the product.
Where the money goes
| Operation | What it costs before it is replaced |
|---|---|
| Client onboarding | Three days of contracts, folders, tool access, and kickoff |
| Proposal and scoping | Senior time spent restating what the last five proposals said |
| Internal knowledge | Juniors interrupting seniors for answers that already exist |
| Status reporting | Hours a week assembling updates from tools that already hold them |
| Invoicing and time capture | Reconstructed at month end, with revenue quietly lost |
What changed where we have done this
| Measure | Before | After |
|---|---|---|
| New client setup | Three days spread over a week | 40 minutes |
| Delivery start | The week after signature | The same week |
| Proposal drafting | About two hours of partner time | Fifteen minutes of partner review |
| Recurring internal questions | Juniors interrupting seniors | Answered from the firm's own history |
These are the numbers from the specific builds linked at the foot of this page, not an average across a portfolio. Yours will not be identical, which is what the assessment is for.
Onboarding is the clearest target
Contracts, folders, tool access, kickoff scheduling, and the internal briefing. At most firms this takes about three days spread over a week, and delivery cannot start until it finishes.
One professional services firm we worked with turned that checklist into a system. A three-day setup now takes forty minutes and delivery starts the same week rather than the next. That is not a time saving, it is a week of revenue moved forward on every engagement.
Proposals go stale for a stupid reason
A prospect is hottest in the two days after the call. Most firms take a week, because the proposal needs a partner who is in delivery until Thursday.
A system trained on your last three years of proposals, your pricing logic, and your scoping questions drafts something a partner corrects in fifteen minutes rather than writes in two hours. The judgement stays with the partner. The typing does not.
Senior time is being spent as a search engine
Every firm has the same forty questions that juniors ask seniors. How do we handle this clause, what did we charge that client, which template applies here.
Those answers already exist, in old matters, past emails, and documents nobody can find. Trained on your own material, a system answers them and the senior stays in delivery.
What to expect from an assessment here
- Non-billable hours per engagement, counted rather than guessed
- Time from call to proposal sent, and how many go stale
- Which recurring internal questions consume the most senior time
- Where time capture leaks between the work happening and the invoice going out
- Which parts genuinely require professional judgement and should stay with a person
The last line matters here more than in any other industry. Some of what you do carries professional liability, and that work stays with a human by design.
Questions from this industry
Our work carries professional liability. Is this safe?
The systems we build in these firms draft and prepare. Anything that carries liability is presented for a person to approve, and the escalation rules for what must never be decided automatically are part of the build.
Will this train on confidential client material?
It trains on your data, inside your accounts, under whatever confidentiality constraints your engagements carry. If material cannot leave your infrastructure, that is a design constraint we build to.
How does this affect billable hours?
It removes non-billable hours first. Firms that bill by the hour usually redirect that capacity into delivery rather than cutting people.
What this looked like when we did it
Comparisons buyers in this industry run
Find out what your most expensive operation is
The assessment covers the whole company: how you get customers, how you deliver, and how the place runs. You get it in writing, and you can build from it with or without us.