Agentic AI for Capital Markets

Brexy Agent Studio is where autonomous AI agents and institutional deal teams co-work. Build coordinated swarms of financial AI agents that operate like real analysts and associates across investment banking, private equity, and asset management, powered by any LLM.

BREXYYour personal capital markets AI agent
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Brexy briefs you, orchestrates multi-agent workflows, and requires human approval before anything ships.

Specialized AI for Dealmaking

Autonomous AI Agents for Every Desk Across Capital Markets

The transition from general-purpose chatbots to dedicated AI agent teams is transforming deal execution. Deploy specialized financial AI agents engineered for M&A, deal sourcing, ECM, DCM, presentations, financial spreadsheets, investment committee memos, due diligence, portfolio monitoring, investor relations, and fund reporting across public markets and private markets.

M&A AdvisoryMWaiting for an agent
Deal Sourcing & ScreeningDWaiting for an agent
Dealmaking & ExecutionDWaiting for an agent
Equity Capital Markets (ECM)EWaiting for an agent
Debt Capital Markets (DCM)DWaiting for an agent
Pitch Presentations & DecksPWaiting for an agent
Financial Modeling & SpreadsheetsFWaiting for an agent
Investment Committee MemosIWaiting for an agent
Financial & Commercial Due DiligenceFWaiting for an agent
Private Equity Portfolio MonitoringPWaiting for an agent
Investor Relations & EarningsIWaiting for an agent
Fund Accounting & LP ReportingFWaiting for an agent
Platform Architecture

LLMs Got Smarter. Coordination Didn't.
The Multi-Agent Orchestration Layer

Leading institutions are scaling the agentic enterprise, but foundation models alone lack the coordination infrastructure required for capital markets workflows. Deal execution demands multi-agent orchestration at scale, inter-agent collaboration, live work reports, auditable citations, and zero lock-in to any single AI provider.

AI agents structured as digital employees, with distinct roles, specialized teams, and autonomous managers
Designed as collaborative intelligence companions for human deal teams, not black-box replacements
Any LLM infrastructure underneath: hot-swap frontier models without modifying your underlying prompts or data pipelines

Your People and Workflows

Investment Banking AnalystsAssociatesVPsManaging DirectorsPortfolio ManagersCompliance Officers

Brexy Coordination Layer

Role definitionsAI agent teamsAutonomous hand-offsLive work reportsStrict human approval gates

Any LLM Flexibility

Hosted enterprise modelsPrivate VPC modelsOpen-source weightsYour firm's existing API subscriptions
Collaborative AI Workspace

Autonomous AI Agents and Human Deal Teams
Working Side by Side

A no-code agent studio built to configure and deploy armies of specialized digital workers. Your financial AI agents collaborate inside your project channels, automate complex repeatable analysis, share files, and continue executing financial tasks long after you close your computer.

Agents reply in your channelsEngage dedicated specialists instantly by @mentioning them in any project or transaction channel.
Live work reportsInspect step-by-step reasoning, ingested 10-Ks, formula trees, and intermediate calculations in real time.
Agnostic LLM engineRun workloads across hosted frontier models, local self-hosted instances, or private firm-level subscriptions.
Continuous cloud executionRun overnight diligence sweeps, valuation sensitivity runs, and comps benchmarking while your team is offline. Results wait in your inbox.
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30 September 2026

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Auditability & Traceability

Financial AI Agents That Coordinate and Report Like Human Analysts

Assign complex financial analysis directly inside a project channel. The lead agent breaks the mandate into structured tasks, assigns sub-tasks to specialized teammates, logs live execution steps, and delivers a fully sourced, reviewable output ready for partner sign-off.

Illustrative. Names, companies and figures are examples.

Multi-Agent Intelligence

Single Chatbots Break Under Deal Pressure.
Coordinated Agent Teams Don't.

Single-prompt chatbots fail when faced with extensive data rooms, complex 3-statement models, and rigorous provenance requirements. Brexy coordinates specialized agent swarms, allowing distinct roles to handle discovery, financial modeling, valuation, and compliance verification simultaneously.

Agent-to-Agent HandoffsAgents query each other, transfer financial statements, and validate data points without requiring human intervention.
Cross-Desk CollaborationYour M&A desk agents can automatically brief equity research agents, while compliance agents audit both streams concurrently.
Autonomous ConferencesAssemble multi-disciplinary agent panels into virtual conferences to debate assumptions, split deliverables, and stress-test valuation outputs.
Autonomous Agent CreationDirect a lead agent to configure and deploy a new domain specialist with custom skills, data access rules, and prompt constraints in minutes.
Repeatable Deal PlaybooksExecute complex mandates once to transform them into standardized, automated agent workflows that run on predetermined schedules.
5-Step Agentic Workflow

From One Transaction Prompt to an
Audited, Review-Ready Deliverable

Step 1

Configure or Select Your Agent

Choose from pre-configured capital markets specialists or define a custom role with tailored skills, API integrations, and internal knowledge access.

Step 2

Deploy to a Dedicated Deal Channel

Launch an isolated project channel and invite colleagues, individual agents, or complete multi-agent squads.

Step 3

Brief Your AI Workforce

Issue high-level mandates just as you would brief a junior analyst. The lead agent scopes the question, coordinates tasks, and delegates to specialized agents.

Step 4

Track Execution in Real Time

Review an immutable activity stream detailing documents parsed, formulas constructed, and data handoffs between agents.

Step 5

Human Review and Sign-Off

The final deliverable arrives in your inbox with clickable primary sources and traceable calculation models. Nothing is finalized without explicit human sign-off.

Pre-Built Institutional Specialists

Specialized Financial AI Agents for Every Desk, Ready on Day One

Complete directory of pre-configured AI specialists covering financial research, valuation, capital markets, M&A advisory, private equity, credit underwriting, regulatory compliance, and investor relations.

Research & Market Intelligence AI Agents
Financial Statement Analysis AI Agents
Corporate Valuation AI Agents
Operations, Reporting & Data AI Agents
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Enterprise Security Architecture

Institutional-Grade Governance:
Control Is Engineered In, Not Bolted On

Every financial AI agent operates strictly within the security boundaries, data entitlements, and human-in-the-loop authorization models configured for its role, in our isolated cloud or within your private perimeter.

  • SOC 2 Type I Attested
  • ISO/IEC 27001 Certified
  • Strict Chinese Walls & MNPI Isolation
Security details
Role-Based Scoped AccessAgents access only the specific financial data sources, VDR folders, and analytical tools permitted by their mandate.
Mandatory Human Sign-OffSensitive outputs, external client deliverables, and model files require explicit approval from an authorized human banker.
Deterministic Audit TrailEvery ingested document, data citation, intermediate thought step, and agent handoff is logged immutably for compliance audits.
Instant Kill-Switch AuthorityPause an ongoing process, revoke tool access, or recalibrate agent operating guidelines instantly.
Firm-Owned SovereigntyAll custom agents, prompt IP, historical analysis, and contextual data remain the exclusive property of your institution.
Platform FAQ

What Capital Markets Teams Ask First About Agentic AI

Brexy is the dedicated Agentic AI Studio for capital markets, designed specifically for investment banking, private equity, and asset management. It empowers deal teams to configure and orchestrate teams of specialized financial AI agents that collaborate on financial modeling, valuation, market research, and due diligence across any LLM.

Brexy features a model-agnostic architecture compatible with any LLM. You can select from hosted enterprise foundation models, deploy local open-weights within your private cloud, or bring your own enterprise API subscriptions (OpenAI, Anthropic, Google). Models can be hot-swapped dynamically based on analytical requirements.

Brexy agents automate end-to-end investment banking and private equity workflows, including M&A target screening, three-statement financial modeling, DCF valuations, trading comps benchmarking, precedent transaction analysis, LBO modeling, SEC filings monitoring, CIM drafting, and VDR due diligence reviews.

A conventional AI chatbot relies on a single unverified model pass that frequently hallucinates when handling complex financial calculations. Brexy deploys AI agent teams that divide complex financial tasks among dedicated digital workers (such as a financial statement analyst, a valuation researcher, and a compliance verification agent) who validate each other's calculations before human sign-off.

Yes. Brexy’s autonomous agents run asynchronously in an enterprise cloud or within your private infrastructure. You can assign an extensive data-room diligence sweep or comps benchmarking run at night, and the review-ready deliverables with verified source citations will wait in your inbox the following morning.

Brexy maintains bank-grade data security with strict tenant isolation, preventing Material Non-Public Information (MNPI) from cross-pollinating across transactions, desks, or users. User data and transaction files are never used to train third-party foundation models, and all platform infrastructure meets SOC 2 Type I and ISO 27001 standards.

You can start using Brexy for free with a 1-month trial that includes platform credits to test and deploy agents across your transaction workflows. Enterprise plans with customized VPC deployments, private integrations, and dedicated agent engineering are available for institutional teams.

Deploy Your Digital Workforce

Start Working With Your Coordinated AI Agent Team Today

You don't need to rebuild your firm's entire operating architecture overnight. Start with one complex transaction mandate. Your Brexy financial AI agent team will scope the problem, coordinate across specialists, source every calculation, and deliver review-ready financial analysis directly to your queue.