CASE STUDY / MULTI-AGENT ACQUISITION / FINANCIAL SERVICES

How a boutique investment bank surfaced 49 interested investors in 18 days.

A regulated, relationship-driven firm needed a repeatable way to identify and engage the right investors for each capital raise. We deployed a coordinated multi-agent acquisition system with registered representatives controlling qualification and diligence.

49Interested investor contacts
18 daysFrom campaign launch
13,958Prospects reached

Every capital raise started from zero.

The investment bank relied on a 25-person investor-relations team, but the process surrounding that team was fragmented. Lists were assembled manually. Campaigns offered little visibility. Replies waited in inboxes, and each new issuer required the team to rebuild the acquisition process.

A previous vendor had sent 200,000 emails and produced only 30–40 calls. The bank could see the output, but not which audiences, messages or channels were creating genuine investor interest.

For a $15M Reg D raise, the firm needed more than volume. It needed relevant accredited investors, compliant messaging, rapid experimentation and a clear handoff from first reply to human qualification.

A reusable multi-agent system built around evidence.

We orchestrated specialized agents and deterministic automations across the complete path from investor discovery to investor-relations follow-up.

  • Search agents found likely decision-makers across industry groups, executive networks, family offices, RIAs and private-market data.
  • Research agents enriched each target with investment focus, portfolio evidence, probable check size and current role.
  • A fit-assessment agent scored the evidence against the issuer’s raise, sector and target check size.
  • A validation agent checked identity, employment and source evidence before activation.
  • Compliance-approved message variants were tested instead of scaling one unproven pitch.
  • A reply-triage layer separated expressions of interest from other responses.
  • Routing automations enriched the contact, updated tracking systems and alerted the investor-relations team.

The agents completed research, assessment and triage at scale. Humans approved campaign strategy and messaging; registered representatives owned investor qualification, diligence, accreditation and subscription.

A multi-agent acquisition system with regulated human handoffs.

Research and assessment are agentic. Delivery and routing are deterministic. Regulated decisions stay human.

Campaign and reply data fed back into audience and message selection for the next iteration. Agents learned from structured evidence; humans approved every consequential change.

49 interested investors—and a system reusable across future raises.

  • 13,958 prospects were contacted in the first 18 days.
  • The campaigns generated 111 replies.
  • 49 contacts expressed interest in the investment opportunity.
  • 43 interested contacts had been handed to the investor-relations team by the Week 3 report; six were pending forwarding.
  • The strongest segment produced 10 interested contacts from 485 prospects—a 2.06% interested rate.

The result was not merely a contact list. The bank gained a reusable operating system for sourcing, testing, learning and handing relevant conversations to its people.

Claim note: “Interested” records a positive campaign response. It does not mean the contact completed financial qualification, accreditation or diligence.

ACQUISITION / MULTI-AGENT SYSTEM

Build an acquisition system that gets smarter with every campaign.

We will map the research, assessment, delivery and handoff workflow—then assign the right work to agents, automation and your team.

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