An AI-native engine for high-stakes system conversions
An AI-native migration engine that gets smarter with every decision it oversees — human-in-the-loop, Maker-Checker review at every step. A secure, containerized architecture that pairs AI-driven automation with human governance, built to deploy directly into your controlled perimeter.
The Old Way
Core conversions are notorious for running over time and budget. The legacy approach relies on brittle manual tools and disjointed reporting.
The 6-to-18 Month Calendar
The typical core conversion calendar is heavily bottlenecked, with most of that 6 to 18- month duration spent exclusively on mapping and testing.
Spreadsheet-Bound Logic
Conversion logic lives entirely in fragile spreadsheets, ultimately owned and understood only by whoever built the file.
Reconstructed Evidence
Evidence is reconstructed for auditors after the cutover is complete, rather than being captured continuously during the process.
The AI-Native Migration Control Plane
Agents do the heavy lifting. Humans approve the decisions that matter.
Maker Layer
Finance & Migration Teams
Checker Layer
Independent Validation Agents & Human Approvers
This architecture aligns with regulatory expectations for separation of duties, independent validation, and model risk management.
Discovery Agents
Understand the source
Mapping Agents
Generate course-of-action and dimension mappings
Checker Agents
Validate governance and regulatory requirements
Evidence Agents
Produce audit documentation automatically
Governance Built In
This architecture aligns with regulatory expectations for separation of duties, independent validation, and model risk management.
Maker Layer
Finance & Migration Teams
The experts who design the target state, configure mappings, and drive the business logic. They act as the "Makers" defining what should happen during the conversion.
Checker Layer
Independent Validation Agents & Human Approvers
Checker Agents continuously analyze Maker inputs against rules and regulations. If anomalies are detected, they flag them for Human Approvers, ensuring a rigorous separation of duties.
End-to-End Workflow
A robust progression from initial environment scanning to the final go-live switch.
Automated Evidence Generation:
testing evidence, audit trails, and reconciliation reports
Your Data Stays Yours
Feathers deploys directly into your own cloud environment — Bring Your Own Cloud (BYOC) — so sensitive ledgers, beneficiary data, and evidence records stay inside your institution's controlled perimeter. Built on portable, containerized infrastructure, Feathers can run in the environment you already govern, audit, and trust — with a clear path to migrate or exit if your infrastructure strategy changes.
Runs in Your Cloud
VerifyingNo requirement to move sensitive data into a third-party environment.
Built for Exit Planning
StandbyPortable, containerized architecture designed with third-party risk and exit-strategy expectations in mind.
Access on Your Terms
StandbyAudit access and data control stay with your institution throughout.
Who it's for
Financial Institutions
Banks and credit unions undergoing mergers, core conversions, or platform migrations.
Implementation Partners
Vendor and systems-integrator partners supporting those institutions.
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
Interested in being an early design partner?
See the platform in action — learn how Feathers deploys within your existing perimeter to de-risk modernization.