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Playbook · ECM Capital Markets

ECM Capital Markets AI Agent Team

Take an equity deal from origination to distribution. Source and prioritise IPO, follow-on, and equity-linked candidates, map regulatory and exchange paths, support pricing, draft deal materials, and plan distribution.

10 min readOverview6 agents

What is an ECM Capital Markets AI Agent Team?

An ECM Capital Markets AI Agent Team is a group of specialised AI agents that work together on equity capital markets origination, focused on IPOs, follow-ons, and equity-linked deals. The agents cover deal origination, regulatory and listing requirements, valuation and pricing, deal materials, investor distribution, and market intelligence.

In Brexy, the team takes a request, breaks it into stages with explicit acceptance criteria, delegates the research to the right specialist, verifies the output independently, and returns structured work for you to review.

Overview

An equity deal is not one job. Sourcing candidates, clearing the regulatory path, pricing the issuance, drafting the documents, planning distribution, and reading the market are all connected, but each one needs a different kind of work.

Instead of asking a general-purpose AI to do everything, Brexy gives each part of the deal to a specialised agent. An ECM origination lead coordinates the full deal workflow from end to end. That makes the work easier to review and gives you clearer visibility into the evidence behind every data point.

Your ECM team specialises. Your AI team should too.

Meet the ECM Capital Markets AI team

EOECM Origination (Lead)

Handles deal sourcing and the origination pipeline, identifying and prioritising IPO, follow-on, and equity-linked candidates. Coordinates the full deal workflow end to end and assembles the final result.

Best fordeal sourcingorigination pipelineprioritising candidatescoordinating the deal workflow
RLRegulatory & Listing

Covers stock exchange listing rules, securities registration statements, disclosure requirements, and regulatory clearance paths across target jurisdictions.

Best forexchange listing rulesregistration statementsdisclosure requirementsregulatory clearance paths
VPValuation & Pricing

Supports issuance with comps analysis, precedent transactions, discount structures, and valuation modelling.

Best forcomps analysisprecedent transactionspricing supportvaluation support for issuance
DMDeal Materials

Drafts and assembles deal documents, including prospectus sections, investor briefs, term sheets, and offering circulars.

Best forprospectus sectionsinvestor briefsoffering materialsassembling deal documents
IDInvestor Distribution

Plans investor targeting, institutional allocation strategy, bookbuilding dynamics, and syndicate distribution.

Best forinvestor targetingallocation strategybookbuildingdistribution planning
MIECM Market Intel

Researches the market backdrop: comparable issuances, precedent deals, market windows, new-issue concessions, and peer performance tracking with sourced evidence.

Best forcomparable issuancesprecedent dealsmarket windowscompetitor and tracker analysis

One question can use multiple agents

Example: assess a follow-on offering for a listed company, from market window to investor plan.

@BREXY We’re evaluating a follow-on offering for a target listed company. Assess the market window and comparable issuances, support pricing and valuation, map the regulatory clearance path, outline investor targeting, and draft an investor brief. Source every data point.
  1. EOECM Origination

    Break the request into stages, set the acceptance criteria, and coordinate the workflow.

  2. MIECM Market Intel

    Research the market window, comparable issuances, and precedent deals with sourced evidence.

  3. VPValuation & Pricing

    Run the comps and precedent transaction analysis to support pricing and valuation.

  4. RLRegulatory & Listing

    Map exchange listing criteria, registration filings, and the regulatory clearance path.

  5. IDInvestor Distribution

    Outline investor targeting, institutional demand, allocation strategy, and distribution planning.

  6. DMDeal Materials

    Draft the investor brief and transaction summary from verified inputs.

  7. EOECM Origination

    Check that each output has been independently verified, then assemble the final result.

You review. You approve.Waiting for you

From a question to finished work

@BREXY Identify and prioritise IPO, follow-on, and equity-linked candidates for our pipeline. Explain the ranking, and cite the evidence for every data point.
1Request2Stages3Research4Verification5Assembly6Output

ECM Origination decomposes the request into stages, each with explicit acceptance criteria. Research is delegated to the fitting specialist, and every data point requires source evidence. The output is independently verified, and ECM Origination assembles and delivers the final result.

The goal is not just an answer. It is sourced, reviewable work you can take into the next step.

A typical ECM Capital Markets workflow

The workflow moves from a request to a verified, review-ready result.

  1. Decompose the request

    ECM Origination

    Break the mandate into execution stages, each with explicit acceptance criteria.

  2. Read the market

    ECM Market Intel

    Research comparable issuances, precedent deals, and open issuance windows with sourced evidence.

  3. Map the path and price

    Regulatory & Listing · Valuation & Pricing

    Clarify securities filing requirements and listing rules, supporting valuation via trading comps and precedent deal multiples.

  4. Draft and plan

    Deal Materials · Investor Distribution

    Draft prospectus sections and investor briefs while defining investor targeting and bookbuilding plans.

  5. Verify independently

    Independent verification

    Check each specialist output against initial acceptance criteria and source evidence.

  6. Assemble and deliver

    ECM Origination

    Combine the verified deliverables into a consolidated package for desk review.

Sources, acceptance criteria, and verification

Equity deals are only as strong as the evidence behind them.

01Source evidence

Sourced citations are required for every market and financial metric.

02Explicit acceptance criteria

Every stage has defined criteria up front so expectations are clear.

03Specialist delegation

Research routes directly to subject specialists (market intel, valuation, regulatory).

04Independent verification

Data points and computations are audited before synthesis.

05Single point of assembly

The lead coordinates accountability and delivers one clean, cohesive package.

Who is it for?

ECM Bankers

Support IPOs, follow-ons, block trades, and equity-linked issuances from origination to distribution.

Corporate Issuers & Treasurers

Understand execution timelines, window receptivity, and pricing context before launching an equity raise.

Origination & Coverage Teams

Build and maintain an equity pipeline backed by verified data.

Syndicate & Sales Desks

Plan institutional targeting, order book dynamics, and allocation strategy.

Analysts & Associates

Eliminate repetitive comps aggregation, tracker updates, and drafting tasks without losing analytical oversight.

Work with the context you already have

Brexy integrates with the context available through your projects, knowledge base, data files, connectors, and previous pitches. Your AI team begins with the exact deal parameters and historical precedent relevant to the mandate.

You stay in control

The AI team runs the research, drafting, and analysis. You inspect the output, evaluate sources, challenge assumptions, and decide what moves forward.

Brexy does not make underwriting decisions. It removes the manual friction around them.

What can you ask Brexy to do?

Click any request to copy it.

Origination & Pipeline

Regulatory & Listing

Valuation, Pricing & Market Intel

Deal Materials & Distribution

Frequently asked questions

An ECM AI Agent is a specialized system built for equity capital markets workflows, including deal origination, valuation and pricing, drafting offering documents, and distribution planning. In Brexy, it operates as an integrated team.

Yes. Brexy’s ECM Origination agent tracks screening criteria to identify and prioritise IPO, follow-on, and convertible candidates, coordinating the process across specialist agents.

Yes. The Regulatory & Listing agent outlines exchange listing criteria, registration disclosures, and regulatory submission paths. Final filings remain subject to legal and regulatory review.

Yes. The Valuation & Pricing agent pulls comparable trading multiples, analyzes precedent IPO discounts, and benchmarks pricing ranges.

Yes. The Deal Materials agent drafts offering sections, investor summaries, and term sheets using validated deal inputs and explicitly flags unverified data.

Yes. The Investor Distribution agent matches issuer characteristics against institutional mandates, historical ticket sizes, and bookbuilding strategies.

A general AI model attempts to draft everything from broad generalizations. Brexy splits the deal into 6 specialized workflows, running independent research, mathematical checks, and source validation for every output.

Start with the deal. Build the path around it.

Provide Brexy with the issuer, the transaction type, and your preliminary context. The ECM Capital Markets Agent Team brings together the origination, regulatory, pricing, drafting, distribution, and market intelligence required.

Ready to put the team to work?

Open Brexy Agent Studio, describe your ECM objective, and the right agents join the workflow.

Try ECM Capital Markets in Brexy →
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