AI-Driven AutomationMaker-Checker GovernanceAudit-Ready Migration Evidence

The Operating System for Financial Platform Migrations

Feathers pairs AI-driven automation with human governance so banks, credit unions, and payment participants can modernize the systems, data, and infrastructure they run on — without giving up control.

Legacy Source
AI Mapping Agent
STATUS: QUEUED
SOURCE FIELDTARGET SCHEMA
SOURCE RECORDMAPPED RECORD
Human Checker
Awaiting Review
Audit_Evidence.log
Operating Model

The AI-Native Migration Control Plane

Agents do the heavy lifting. Humans approve the decisions that matter.

Explore Core Platform

Maker Layer

Finance & Migration Teams

Review Gate

Checker Layer

Independent Validation Agents & Human Approvers

Shared Audit-Evidence Outcome

This architecture aligns with regulatory expectations for separation of duties, independent validation, and model risk management.

By the Numbers

20–30years

the typical age of core payment systems still processing trillions of dollars today

43

major banks currently settling through the CHIPS network

1 Billion+

account records many institutions maintain, often with inconsistent or duplicated data

Built for Every Scale

One Platform. Every Size of Institution.

Financial data isn't lower-stakes at a smaller institution — so accessibility shouldn't be either.

Enterprise-grade AI shouldn't require an enterprise-sized team to use it. Feathers is built so a community bank or credit union can adopt the same governed, AI-assisted approach as the largest institutions in the country, without needing a large internal technology team to get there. Our own subject matter experts work directly alongside your team throughout, so the burden of navigating the platform never falls entirely on your staff.

01

Start Small, Scale as You're Ready

Validate a single record, run a pilot migration, or take on a full-scale conversion. The platform flexes to the size of the job, not the other way around.

02

SME Support Built In, Not Sold Separately

Our own team works directly alongside yours, so smaller institutions without large internal technology staff aren't left to figure it out alone.

03

Governance That Scales Down, Not Just Up

The same Maker-Checker accountability and audit trail that satisfies a large bank's risk committee works just as well for a community bank's smaller compliance team, without demanding the same size infrastructure to run it.

Team & Expertise

Experience shapes every product decision.

Our team has deep roots in payments operations, compliance, and core banking systems. We've led the high-stakes migrations that keep institutions up at night.

That experience dictates our approach: we use AI automation where it creates real leverage, require human judgment where it matters most, and ensure a complete, irrefutable audit trail throughout the entire lifecycle. Agents can also apply known rules at the level where they belong — from institution-wide controls to workflow- and field-specific requirements.

Meet Our Team

AI-Powered, Human-Verified

Automation handles the heavy lifting of data mapping and reconciliation; people make the final call on anything that carries risk or regulatory weight.

Built for Regulated Environments

Every action, agent decision, and human approval is logged and auditable. Our systems are designed from day one with compliance review in mind.

Deployed Alongside Your Systems

We don't force wholesale replacement of your architecture. We integrate securely with your existing infrastructure to de-risk modernization.

Who We Serve

Designed for Institutional Scale

We serve the organizations that underpin the financial system.

Global & National Banks

Community & Regional Banks

Credit Unions

Corporate Treasury Organizations

SWIFT Service Bureaus

Payment Operations Teams

Compliance & Risk Organizations

Core Conversion & Migration Teams

Partner With Feathers

Built to Work Alongside Your Team, Not Around It

Feathers partners with the vendors and integrators already embedded in financial institutions' technology and delivery relationships.

For Technology & Core Vendors

When your clients go through a merger or platform change, the data migration is often the part most likely to blow the timeline — and create churn risk for your own product. Feathers helps de-risk that piece.

Feathers

For Systems Integrators

Feathers automates the mechanical mapping, reconciliation, and evidence work — freeing your consultants to focus on the judgment calls, exceptions, and client relationships that actually need their expertise.

Next Step

Ready to modernize with confidence?

Tell us what you're working on — a Hybrid Address deadline, a core conversion, or something else entirely.

Request a Demo