M&A Deal Memory · Sovereign AI

Your firm's deal memory.
Everything it learned.
Nothing it lost.

Every new deal starts with everything your previous ones taught you — which buyers paid a premium, which contact opened the door, why a process collapsed at the eleventh hour. And none of it leaves when someone does.

Pain confirmed across 10+ M&A boutiques · 100h saved per info memo

SELA relational graph

Built for

M&A Boutiques Family Offices Wealth Management Private Equity Corporate Finance

Your firm's most valuable asset
isn't in any system.

An M&A boutique lives on judgment and relationships. Every mandate produces irreplaceable knowledge — but almost none of it gets structured. It lives in the heads of whoever ran the deal.

01

Junior staff turnover

Knowledge doesn't accumulate. Every new analyst starts from scratch and repeats research that was already done.

02

Partners who leave

They take their contacts and relationships — the firm's most valuable assets — because they were never written down anywhere.

03

Aborted mandates

"We pitched buyer Z, they passed on price." That lesson is gold. Without structure, it disappears with the project.

04

The permanent cognitive load

"Always trying to remember who might be interested in this." One sentence from a firm that described the problem exactly.

100h per info memo — 2–3 weeks of work, touching partners and analysts, not just juniors
6 figures annual cost in info memo preparation alone for a mid-size boutique
10+ firms confirmed the same pain independently — it's structural, not one firm's problem
Microsoft Copilot M365

Writes the document
for the current deal.

  • Generates the info memo from scratch
  • Summarises documents you provide
  • Drafts emails and presentations
  • Can't read what was never written.
    The knowledge in your partners' heads — the buyers who paid a premium, the contact who opened the door — doesn't exist for Copilot.
SELA Deal Memory

Starts every deal
with everything you know.

  • Remembers every buyer, sector, contact and comparable your firm has ever touched
  • Surfaces deals similar to the new mandate — with rationale
  • Shows which contact brought which relationship, even if they left in 2024
  • Copilot starts blank. SELA starts with your firm's memory inside.
    They operate in different layers. Use both.

A relational graph of every deal
your firm has ever touched.

Not a CRM. Not a document library. A connected, navigable memory — deals, buyers, sectors, geographies, contacts and comparables, linked the way a banker actually thinks about them.

Deal
MediBank ES · €8M EV
Buyer
Alteria Capital
Sector
Healthcare
Contact
Juan García · retired 2024
Country
Spain
⚠ Relationship sourced by Juan García · retired 2024

Without SELA, this connection was never written anywhere. It left when Juan did.
The graph retained it.

Mandate-scoped workspace

Everything — documents, matching, outreach — tagged to a mandate. When it closes, it graduates to Deal and enters memory with its final multiples.

Similarity without storage

Two deals are similar if they share sector, country and EBITDA band — a graph traversal, always current. Combined with vector similarity and recency.

Chinese walls by mandate

Legal requirement, not a feature. Active mandates are isolated by team. Closed deals form the shared memory — that's the moat.

Info memo on your template

Your firm uploads its template once. SELA fills each section from the graph and financials. Section-by-section human review before export.

On-premise · sovereign

Runs inside your walls. Your data never leaves your infrastructure. Not a cloud subscription — an appliance that is yours.

Human in the loop

The LLM proposes; the banker confirms before anything writes to the graph. You stay in control of what the firm's memory says.

From first mandate to institutional memory.

01

Import your history

Onboarding session: your past 50–100 deals are extracted from old dossiers via guided forms. The LLM proposes; you confirm. Two to three sessions. Your memory, finally structured.

02

Open a mandate, start remembering

New mandate comes in. SELA surfaces the 3 most similar closed deals, the buyer profiles that matched them, and the contacts who made the introductions — including ones who left the firm.

03

Info memo in 30 minutes, not 100 hours

Your firm's template, filled from the graph. Section by section, with your review before export. The document goes to Word or PowerPoint. Copilot can polish it from there.

04

Every closed deal makes it smarter

When the mandate closes, it graduates to Deal with final multiples. Even a failed process teaches: "We pitched buyer Z, they passed on price." That lesson is now in memory.

Priced by firm size.
Justified by what you stop spending.

A mid-size boutique spends six figures a year on info memo preparation alone — partner and analyst time, not just juniors. That's the number SELA replaces, not a software line item.

100h
per info memo today — 2 to 3 weeks of senior time per deal
30 min
with SELA — your template, filled from the graph, section by section
Tailored
pricing based on your firm's size, deal volume and configuration — discussed in the demo

The M&A Knowledge Leak.
5 reasons your best deal intelligence disappears.

  • 85% of junior M&A analysts leave within 3 years — their knowledge leaves with them (FINRA, 2025)
  • 100h per info memo, most of it repeated research your firm has already done
  • 97% of M&A firms have adopted GenAI — yet most are still starting every deal from zero (Deloitte, 2025)

A practical guide for M&A boutique partners. No theory. No vendor pitch. Just the five structural knowledge leaks that compound deal after deal — and what it would take to stop them.

Get the guide — free

Request a private demo and we'll send you the guide immediately — no strings attached.

Request demo & get the guide →

A 30-minute session. No deck. Just the product — and the guide in your inbox.

See the graph answer the question
Copilot can't.

A 30-minute live session. One screen. The graph responding: "This lead resembles these three deals you closed, the buyer who matched was this profile, and here's the contact who opened the door — even though they left in 2024."

  • No deck. No pitch. Just the product.
  • We work with boutiques in Spain first.
  • If it's not the right fit, we'll tell you.

We reply within one business day.

Latest insights

All posts →