Rational Exponent.
Smarter. Faster. Prudent.

Modernizing Operational Risk and Compliance Through AI

Explore re:agent™

Platform Products.
Robust features. One platform. Built for the full compliance lifecycle.

<strong style="font-size: 1.2em;">Platform Products.</strong> <br/> <span class='fpn' style="font-size: 0.8em;"><em>Robust features. One platform. Built for the full compliance lifecycle.</em></span>

re:agent Active Oversight

For risk and compliance teams responsible for the institution’s governance documentation.

Active Oversight delivers expert-level, expert-vetted analysis of policies, procedures, controls, and standards to accurately identify, classify, and organize compliance content ensuring compliance documentation is structured and maintained as intended. The platform detects gaps, inconsistencies, and regulatory adherence issues while providing actionable remediation recommendations. By continuously analyzing and maintaining governance documentation, re:agent helps institutions preserve a complete, consistent, and up-to-date compliance framework specific to their organization in an increasingly complex regulatory environment.

re:agent Business Catalyst

For the teams designing and approving new financial products.

Business Catalyst surfaces relevant regulatory obligations and internal governance requirements in real time as the product is being built and configured, enabling compliance review to occur as part of the design process rather than after the fact. By the time a product is ready for the approval process, the compliance analysis is complete with referable supporting documentation, governance traceability, and a submission-ready approval package. This significantly streamlines governance and compliance approval workflows, reducing manual effort, accelerating decision-making, and improving consistency across the organization.

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Why It Matters

The stakes are real. The solution is built for them.

Between 2020 and 2024, U.S. banking regulators imposed more than $4.3 billion in penalties across five enforcement actions where policy and governance failures were cited as the root cause. In every case, the finding was not operational error. It was that the underlying policies, procedures, and controls were inadequate, inconsistent, or not maintained.

re:agent addresses that directly:

Faster Time to Market

re:agent enables financial institutions to bring new products to market faster by surfacing compliance and regulatory requirements during product design so governance is embedded from the start and approval packages are ready when the product is finalized.

Workforce Amplification

re:agent enables compliance, risk, and operations teams to operate at greater scale by automating manual governance tasks, accelerating reviews, and embedding AI-driven compliance intelligence into daily workflows — allowing teams to focus on higher-value decision-making rather than repetitive documentation work.

Cost Reduction

re:agent reduces operational and compliance costs by eliminating redundant processes, rationalizing overlapping policies, procedures, and standards, shortening review and audit cycles, and reducing the need for incremental headcount and consultants as regulatory and governance complexity grows.

Risk Reduction

re:agent reduces operational and compliance risk by improving consistency across policies, procedures, and controls, identifying gaps and conflicts in governance documentation, and ensuring greater traceability and alignment between regulatory requirements and internal controls.

re:agentHow The Platform Works

The AI Operating Layer for Regulated Financial Institutions

MONITORING SYSTEM PIPELINES
INPUTS
(1) Regulatory Requirements
CFR, Federal & State Regulations
(2) Internal Governance
Policies, Standards & Procedures
(3) Entity Profile
Bank type, asset size & segment
(4) Financial Product Defs
PDFs, Term Sheets, Agreements
(5) Controls Inventory
Current systems & risk profiles
re:agent AI PLATFORM
Active Oversight — Policy
Document Classify
Adherence Analysis
Normalization
Coverage Mapping
Business Catalyst — Product
Feature Extract
Compliance Check
Designer Workbench
Governance Mapping
Control Room — Controls
Bootstrap Inventory
Adequacy Assessment
Deduplication
Risk Scenarios
OUTPUTS
(1) Coverage Dashboard
Gap & coverage heatmap
(2) Product Approval Pkg
100% compliance-gated
(3) Relationship Map
Policy-to-control hierarchy
(4) Readiness Score
Per-feature compliance scores
(5) Audit-Ready Artefacts
And Forward-Looking Reports
HOVER ANY COMPONENT TO DRAW ACTIVE LOGIC PIPELINES

Operates above Layers 1–3 (Archer / ServiceNow). Delivering forward-looking compliance intelligence and automated validation matrices for active 1LOD and 2LOD banking teams.

© 2026 RATIONAL EXPONENT INC.

Get Started Today
Lead with Confidence. Grow with Intelligence.

Rational Exponent makes it straightforward to start seeing value from day one, without complex retraining or process overhauls. Our expert-led onboarding connects re:agent to your existing systems quickly and with minimal disruption.

ASSESS

ASSESS

We evaluate your existing risk and compliance workflows.

INTEGRATE

INTEGRATE

We connect re:agent to your systems with minimal disruption.

SCALE

SCALE

We support your ongoing optimization so you stay aligned with regulations and business growth.

We’ll walk through your institution’s specific regulatory obligations, documentation structure, and how re:agent maps to your team’s workflow.

Lead with Confidence.
Grow with Intelligence.

Rational Exponent makes it simple for you to begin seeing value from day one, without complex retraining or process overhauls. Our expert-led onboarding connects re:agent to your existing systems quickly and disruption free.

WHITEPAPER FOR BANKING LEADERS

Download our whitepaper to see how Rational Exponent can modernize your banking model-faster, smarter, and prudently. Today.

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