Imparo is a small senior team — and one that runs heavily agent-augmented. Before we ever delivered a client audit, we ran the same playbook on our own operations. Here's the honest version of what we built, where it worked, and what we'd tell any business before they start.
Source: Imparo internal operational measurement, 2024–2026. Time-savings figures below reflect our own ops and patterns we've seen recur across client engagements; expect to validate against your business's specific workflows during the audit.
These five drove the bulk of our own time recovery, and they're the same patterns we've seen recur across businesses in every industry we've worked with. Each has been running in production for 4-9 months inside Imparo. The hours-saved figures are continuous time-tracking estimates — what your business sees will vary based on starting workflow patterns, but the shape is consistent across the leadership teams we've worked with.
Who's attending, recent history, last touchpoints from the CRM, open questions, recommended talking points. The agent that everyone notices first.
~5 hrs/week per leader
Saves 2-4 hours per proposal at typical scope. Works equally well for project proposals, service quotes, scope-of-work docs, or estimates.
~8 hrs/week across the business
Saves an absurd amount of leadership time fielding "have we ever done X?" questions.
~3 hrs/week per leader
Takes weekly status reporting from a 90-min Friday ritual to a 15-min review.
~6 hrs/week across the business
Doesn't reply autonomously — surfaces what needs a human.
~4 hrs/week per leader
If we could hand a leader three things before they started this work, it would be these. They aren't intuitive, and getting any one of them wrong costs you a quarter.
Two agents — Meeting Prep and Proposal Drafting — drove ~60% of our total time-savings. The other nine combined drove the remaining 40%. If you can only deploy one or two agents in the first 90 days, deploy these. Everything else is gravy.
This is the single most useful insight we have for leaders thinking about their first 90 days post-audit. The temptation is to deploy widely; the math says deploy narrowly first, then widen once the first two agents are running cleanly. The audit's 90-day roadmap is structured around exactly this sequencing.
Anonymized snapshots from recent engagements. Different verticals, different sizes, same operational pattern: surface where senior time is leaking, deploy two or three grounded agents against the biggest sinks first, re-measure at 90 days. The hours and percentages below come from the firms' own time-tracking, not our estimates.
Senior adjuster effective caseload had climbed to ~140 active claims. We deployed an FNOL triage agent that segments by complexity and drafts initial reserves, a photo-evidence pre-review agent that surfaces coverage questions before adjuster touch, and a client-comm auto-drafter for status updates.
Cycle-time recovered to 41 days mid-CAT · effective caseload capacity +28% · carrier expanded panel allocation post-season
Pre-season was the bottleneck — the estimator and the owner were the only two who could quote. We deployed an inbound quote-request triage agent that drafts initial estimates using the firm's historical pricing data, a customer service triage that splits maintenance vs. service-call requests, and a seasonal route-optimization brief.
94% of quotes responded inside 8 hours · close rate 32% → 41% · owner reclaimed ~9 hrs/week · 22% revenue lift the following pool season
Quarterly meeting prep was eating 12+ hrs/week of the lead advisor's time, and net-new household capacity was effectively zero. We deployed a quarterly review prep agent that consolidates portfolio changes and life events from the CRM, an heir-engagement outreach drafter, and a post-meeting client follow-up auto-drafter.
Meeting prep 12 hrs/wk → ~3 hrs/wk · new household capacity grew from ~3/yr to 11 in 8 months · heir meetings initiated on 18 top-quintile families
Owner was the sole proposal writer and was also handling insurance claim scope-of-work documentation — both bottlenecked through one person. We deployed an inspection-to-proposal first-draft agent that uses inspection notes and photos to draft in the firm's voice, an insurance scope-of-work auto-drafter aligned to common carrier formats, and a lead-response triage.
Proposal turnaround <24 hours · close rate 24% → 36% · insurance paperwork 8-10 hrs/wk → ~2 hrs/wk · owner reclaimed ~15 hrs/week
Identifying details have been changed at each firm's request. Hours, percentages, and revenue figures come from the firms' own measurement at the 90-day post-audit checkpoint.
Build the measurement framework before deploying anything. We didn't, the first time around — and ended up with months of "feels faster" before we could prove it quantitatively. The first thing the Imparo Audit produces is the Time-Sink Heat Map — exactly the baseline we wish we'd had on day 1. Build the measurement first. Then the agents tell you whether they're working.
— The Imparo team · Partner-led delivery
The Imparo Audit is two weeks, fixed fee, and produces a working agent in your environment plus a 12-15 page roadmap. Worth ten minutes on the diagnostic to see if there's a fit, or book a 30-minute fit call directly.
Take the diagnostic or book a 30-minute fit call