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Built for the moment before the analyst asks.

Bankers don't lose time making decks. They lose it figuring out what to make. Brief surfaces the precedents, prior work, and standard framing first. Sourced. Cited.

SEE HOW IT WORKS

From a vague morning email to a cited resolution

Senior Banker Email

RE: Acme — comps for Thursday

David K. (MD) → Deal Team

Analyze

Brief Resolution

Awaiting analysis…

Why Brief

The context layer your analysts wish they had.

Grounded in your corpus

Brief indexes your shared drive, email and models so every answer comes from work your firm has already done. No open-web guesswork.

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Pitch decks & memos

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Models & spreadsheets

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Meeting notes

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Emails & threads

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Pitch decks & memos

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Models & spreadsheets

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Meeting notes

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Emails & threads

Answer the questions analysts always ask

Brief resolves the recurring questions analysts ask before work begins

Which comps?

→

Brenntag · IMCD · Azelis · DKSH · Univar

What discount rate?

→

WACC: 9.5%

Which model?

→

Acme DCF Model · WACC tab

Where was it used?

→

Acme Board Deck v7 · p.14

Cite every source

Every line traces to a specific deck, model, and page so bankers can verify, not just trust.

"Acme prior materials used Brenntag, IMCD, Azelis, DKSH, and Univar as the core trading comps."

DeckModelEmail

Evidence trail

Acme Fairness Presentation

p.16 · Trading Peer SetBNR · IMCD · AZE · DKSH · UNVR

Deck

2026.04 Spec Chemicals Backup_v4.xlsx

Public Comps · rows 14–28EV/EBITDA: 11.0x–20.2x

Model

David thread · Aug 9

Email“Use the European distributors as the core peer set for this client going forward”

Security

Built around how banks handle sensitive data.

No training on your data

Your documents are never used to train or fine-tune any model.

Single-tenant by design

A dedicated deployment in your own cloud. Never pooled with another institution.

Scoped to the deal

Architected to keep each query within a single deal, not the firm.

Encrypted everywhere

In transit (TLS) and at rest (AES-256), across storage and networks.

Least-privilege access

Role-based permissions, designed for SAML/SSO with your identity provider.

Every answer is traceable

Every line traces to the exact document, model, and page it came from.

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