Case study – boutique buy-side advisory
The capacity of a bigger team – without the hires.
A boutique advisory firm that runs buy-side and bolt-on searches for PE-backed acquirers now works several mandates at once – outreach, follow-up and reporting handled – without growing the team.
At a glance
The short version.
What changed
Several buy-side searches run in parallel off one engine – outreach, follow-up and client reporting included – with no added headcount.
Where the value is
A durable follow-up engine – sequences and nurture that keep running long after a busy team would have let them lapse.
The face of it
The firm stays the face of every conversation; AI agents built by Analyst3 handle the repeatable outreach work in its own voice.
The reach
Above-average open and click rates across multiple sector campaigns.
The situation
More mandates than the calendar allowed.
The firm had deep sector relationships and a steady flow of buy-side mandates, but not the bandwidth to work them all at once.
- Follow-up was the bottleneck: promising searches stalled when there was no time to keep chasing
- Cold outreach was manual and inconsistent across several mandates
- Personalizing at volume across multiple searches was not realistic with the team they had
- They wanted to take on more searches without adding to the team
What went live
An always-on outreach desk across every mandate.
Scored and filtered lists
Each search's list is filtered to its criteria – sector exposure, geography, size – with non-matches removed before anything is sent.
Outreach in the firm's voice
Emails are tuned over a few rounds until the messaging speaks to the recipient rather than the firm, and are sent one at a time.
Persistent follow-up and nurture
Multi-touch sequences run automatically, and 'not right now' replies move into long-term nurture instead of being lost.
Replies handled, meetings booked
When a prospect engages, the AI agents handle the reply thread, propose times and book the meeting into the firm's calendar.
Real-time visibility
Every open, click and reply is visible to the firm and its clients, so reporting writes itself.
One engine across mandates
All of it runs across several mandates at once, with the same voice, standards and reporting structure.
The value
Capacity the team didn't have to hire for.
The firm now runs several searches simultaneously, a load its headcount wouldn't otherwise support. Searches that had been shelved for lack of follow-up bandwidth came back into market, because the engine keeps the outreach going on its own. The partners spend their time on mandates and relationships while the AI agents keep the outreach, follow-up and reporting running underneath.
What's realistic
A durable engine, not a quick close.
Buy-side searches are long and uncertain – deals in this space can take many months, sometimes years, and most outreach won't convert. The value isn't a fast win; it's an always-on origination engine that covers more ground, never lets a follow-up lapse, and lets a lean team carry more mandates than it otherwise could. Early signals are healthy – above-average open and click rates across campaigns – but the point is durable capacity, not a headline number.
"We're taking on searches we couldn't run at this volume on our own. The outreach and the follow-up keep going without us – we've even reopened mandates we'd set aside because there was never time to keep chasing them."
Partner, boutique advisory firm
Results
More mandates, same team.
More searches at once
Several sector mandates running in parallel off one engine.
Follow-up that doesn't lapse
Sequences and nurture keep running; shelved searches came back into market.
Above-average reach
Open and click rates ahead of benchmark across campaigns.
Their brand, out front
Outreach and follow-up go out in the firm's own voice; the firm stays the face.
Curious what this looks like across your mandates?
We'll talk through your searches, your pipeline and where the first workflow slots in.