Professional services firms sell expertise and judgment, and every hour spent on proposal formatting, status reporting, or re-explaining the same thing to three different stakeholders is an hour not spent on the work that actually bills. The automation opportunity here is almost never about replacing expert judgment — it's about removing the administrative overhead built up around it.
Proposals and RFP responses drafted from scratch each time instead of starting from a strong, on-brand first draft
Client status updates and reporting compiled manually from scattered project data
Internal knowledge — playbooks, past proposals, case precedent — that lives in one senior person's head or inbox
Billable time lost to coordination and status-checking rather than the work itself
An assistant trained on your past proposals, tone and structure that produces a strong first draft your team edits, instead of starting from a blank page every time.
Pulling scattered project data into a single automated report, with the analysis and anomalies surfaced instead of buried in a spreadsheet a partner has to build by hand.
A private assistant trained on your SOPs and past work that a new hire — or anyone on the team — can ask instead of interrupting the person who happens to know the answer.
An RFP comes in. Instead of a senior team member spending an afternoon assembling a first draft from old proposals, a drafting tool trained on your past work and tone produces a strong starting point in minutes — the team's time goes into sharpening the strategy and the specifics, not the assembly.
It's built on your own past proposals and examples specifically to avoid that — generic output is usually the result of building on generic training data instead of your own voice.
Your team, always, at least initially — these tools are built to produce a strong first draft that gets edited, not to publish unsupervised.
Tell us where work gets stuck. We’ll come back with a sharper view of what to automate, what to keep human, and what to leave alone.