The challenge
Leadership was losing the first three to four hours of every day to email - triaging inbound, drafting responses, deciding what needed escalation, what needed delegation, and what could wait. On top of that, every virtual client meeting (and there were several daily) generated another twenty minutes of manual note-taking afterwards - followed by the additional friction of typing those notes into the CRM and filing supporting documents to OneDrive.
Combined, the firm’s senior team was losing more than twenty hours a week to non-billable work. Worse, the notes that did get written were inconsistent - different formats, different levels of detail, scattered across personal notebooks and chat threads. Knowledge that should have been a firm asset was sitting in individual inboxes and never made it into the systems where the rest of the team could find it.
The approach
We ran a NxtLayr AI Business Audit to surface where the leverage actually was. Two problems stood out as both high-volume and high-repetition - exactly the shape that benefits from purpose-built agents rather than generic chatbot use: email triage at the leadership layer, and post-meeting capture across the entire advisory team.
The recommended solution was an AI Operating System architecture: a thin orchestration layer that connects the firm’s existing tools (Outlook, calendar, CRM, virtual meeting recordings, and OneDrive) with two specialised agents - one for email handling, one for meeting analysis and CRM/OneDrive ingestion. The roadmap sequenced the email agent for the first fortnight, the meeting agent and integrations for the second. Full live deployment inside four weeks.
The build
The email triage agent reads inbound mail, classifies it by priority and intent, drafts responses in each partner’s voice - trained on their existing sent mail - and routes anything that needs human judgment to a daily review queue. The partner sees a triaged inbox at the start of the day: most replies pre-drafted and ready to send with one click, the genuinely complex items flagged for their attention.
- Email agent - reads, classifies, drafts in-voice replies, queues for partner approval
- Meeting agent - joins or ingests recordings of virtual meetings, produces structured notes (action items, next steps, decisions, follow-ups) within minutes of meeting end
- Automatic CRM input - meeting notes filed against the right client record, action items synced to the partner’s task list, no manual data entry
- OneDrive auto-filing - supporting documents and attachments saved to the right client folder structure, named consistently
- Weekly digest - partners receive a Friday summary of inbox patterns and meeting themes across the week
Total build was four weeks from kickoff to fully live: two weeks of email-agent build and pilot, two weeks of meeting-agent build and integration into CRM + OneDrive. Every prompt, every rule, every integration is documented and owned by the firm. The system runs in the firm’s own accounts, billed to them directly.
The result
Email handling time at the leadership layer dropped from three to four hours per day to under one - a 75% reduction. Manual note-taking after virtual meetings was effectively eliminated: notes are produced automatically, posted to the CRM, and supporting files land in OneDrive without anyone touching a folder structure. Combined, the firm’s senior team got back more than twenty hours per week - every week - and that time went straight back into billable client conversations.
The dollar value of the time recovered is significant. At standard corporate-advisory billable rates ($300–$500/hour for senior partner time), 20+ hours a week of returned non-billable admin is the equivalent of ~$300K–$500K of incremental billable capacity per year at the leadership layer alone - without adding a single new person to the team.
Beyond the time recovery, the firm now has a structured record of every client interaction. Partners can search across meetings by topic, surface patterns in client questions, and onboard new staff against a real history of how the firm operates. The agents didn’t just save time - they turned tacit knowledge into a firm asset that compounds quarter after quarter.