Marcus Halloran
Former Group COO · Major Systemic Bank
Twenty-five years scaling treasury and risk operations across three continents. Advises Madison on enterprise rollout.
PreviouslyMeridian National
The Agentic Banking OS
Madison helps run your bank.
Governed AI agents across every banking function.
One platform. Your data, your perimeter, your control.
Governed by designRuns in your perimeterHuman in the loopExportable audit trail
In pilot and production
- Meridian National
- Ashford Capital
- Continental Trust
- Harborview Credit Union
- Vantage Bancorp
- Northwind Financial
Illustrative wordmarks — customer names published only with signed approval.
Front-to-back coverage
One platform, from the front office to the back.
Madison deploys agents across the full operating stack of a bank. Not a single point solution, but coverage end to end.
01
Front Office
Client-facing revenue & relationships.
OnboardingRM & advisor copilotLending supportEngagement
02
Middle Office
Risk, compliance & control.
KYC/CDDAML triageCredit reviewCovenant & liquidity monitoring
03
Back Office
Processing, settlement & servicing.
ReconciliationDisputes & chargebacksPayment exceptionsLoan servicing
04
Corporate
Running the institution.
Regulatory reportingForecastingVendor/TPRM reviewContract analysis
Our agents work at the right level of autonomy for each function — they assist, recommend, or automate. You set the level; Madison keeps a human in the loop wherever it matters.
AAssistA copilot to your experts.
RRecommendPrepares and drafts; your team decides.
AuAutomateRuns end to end, humans on exceptions.
For your team
Find the agent built for your work.
Ten teams, ten destinations. Every card links to a dedicated page with the metrics, integrations, and deployment notes for that function.
01Commercial BankingRelationship management for the commercial book.
02Retail BankingCross-sell to existing consumers and members.Coming soon
03Deal IntelligenceTarget scanning across M&A, CVC, PE, and VC.04Compliant MarketingOne brief in, a compliant, launch-ready campaign out.05UnderwritingCredit decisioning end to end, human in the loop.Coming soon
06KYCIdentity, sanctions, PEP, and UBO — one governed pass.Coming soon
07Risk & ComplianceTPRM, Vendor-AI, and Model-Risk Governance.08ReconciliationsMatch, break, and resolve — every rail, every day.Coming soon
09Dispute ResolutionServicing disputes investigated, drafted, and closed.10HRThe full employee journey, orchestrated.Solutions
Ten shipping teams. One governed platform.
Every card links to a dedicated page for that team — the metrics, integrations, and deployment notes for how Madison runs there.
Commercial Banking — RM
Meeting prep, portfolio watch, and outbound briefs for every relationship manager on the desk.
Meeting-brief agentDone
Portfolio-watch agentRunning
Outbound-scan agentQueued
Coming soon
Underwriting
Credit decisioning end to end — analyst-grade memos, model scores, and a human at the gate.
Application #U-4021Approved
Small business · 24-month term
Debt-service coverage1.42×
Model confidence92%
Analyst memo → sent to committee
Coming soon
Reconciliations
94%Matched today1,204 of 1,207 lines
Dispute Resolution
#DR-4824Resolved
#DR-4825In review
86% auto-settled · 14% routed to adjuster
Risk & Compliance
TPRM, Vendor-AI, and Model-Risk Governance — one governed pass, evidence-ready.
TPRMVendor Aspen · refresh due in 30d
MRGModel M-241 · drift flagged
Vendor-AI3 intakes in review · SOC 2 verified
Evidence packs — exportable to auditors
Coming soon
Retail — Cross-sell
Which card earns the most on travel?
The Sterling Travel card — 3× on flights, no FX fees.
Compliant Marketing
One brief in, a compliant, launch-ready campaign out, built on your own data with a human approving every step.
Reg DD & Reg Z checkedHuman-approvedAudit trail
Deal Intelligence
MedTech · Series C2 flags
Enterprise SaaS · PE roll-upIC ready
14 targets tracked · weekly memo drafted
Coming soon
KYC
Auto-clear rate96%
Cleared today412
Escalated to analyst18
HR
The full employee journey, orchestrated end to end.
See HR
Experience Madison
See Madison at work.
Watch a governed agent take a real banking task from intake to a completed, audit-ready result.
Madison — Dispute Resolution Agent
Case #DR-88214 · Card disputeStep 3/5
- Reviewed transaction history and merchant records.
- Matched dispute reason to Reg E provisional credit rule.
- Drafted resolution letter — awaiting approval.
Approve & sendEdit draft
Audit trail
- Read case #DR-88214
- Queried merchant network
- Applied Reg E policy v4.2
- Drafted resolution letter
- Awaiting human approval
[demo video placeholder] · 2:14
01
A dispute resolved end to end.
02
Every step cited and logged.
03
A human approval gate in action.
Governance & sovereignty
Built for the way banks are regulated.
Trust isn't a feature we added. It's the foundation. Every Madison agent runs with role-based access control, identity integration, and a native, exportable audit trail of what it read, what it did, and why. Nothing leaves your perimeter.
Security & compliance
SOC 2 Type II
GDPR Compliant
ISO 27001 Certified
DPDP Act (India)
GLBA
DORA (EU)
Deploy on your terms
Cloud, on-premises, or fully air-gapped — VPC, on-prem, and isolated environments so your data and inference stay inside your boundary.
Production-grade from day one
Git-driven deployment, staged promotion, automated Responsible-AI and hallucination checks, one-click compliance logs.
The platform beneath Madison
Madison runs on Lyzr. Extend it, deploy it, unify it.
Madison is a complete banking solution today, and an open platform you can build on.
01
Build your own
With Architect and Studio, your teams create custom agents and workflows in plain language, with no waiting on us for every change.
ArchitectStudio
02
Deploy your way
With Sovereign and Optimus, run Madison in the cloud, on-premises, or fully air-gapped, with a local agent factory for on-prem scale.
SovereignOptimus
03
Unify what you have
With the Control Plane, bring your existing agents and AI workflows into one governed, audited operations layer.
Control Plane
Advisory
Shaped by industry leaders.
Madison is guided by senior leaders from across banking, risk, and regulation — ex-bank executives who help shape how Madison is built and governed.
Priya Anand
Former Head of Model Risk · Global Asset Manager
Built model-risk governance for a top-10 asset manager. PhD in applied probability; advises on agent reliability.
PreviouslyAshford Capital
Daniel Sato
Former Chief Risk Officer · Investment Bank
Two decades in market and credit risk. Led a global bank's Basel III/IV implementation across its trading book.
PreviouslyContinental Trust
Elena Petrova
Former Chief Compliance Officer · National Credit Union
Directed BSA/AML and sanctions compliance programs through two supervisory examination cycles.
PreviouslyHarborview Credit Union
Robert Chen
Former Bank Examiner · Federal Banking Agency
Two decades shaping supervisory policy and examination standards for regulated financial institutions.
PreviouslyFederal Banking Agency
Sarah Whitfield
Former CFO · Regional Bank Holding Co.
Guided finance and treasury through multiple M&A integrations and two rounds of regulatory exams.
PreviouslyVantage Bancorp
Get to production without cutting corners.
Every agent ships through the same governed pipeline — automated testing, compliance gates, staged promotion. Move fast, keep the controls a bank cannot compromise.