Monitor Every Facility.
Detect Every Risk.

Monitor Every Facility.
Detect Every Risk.

Automate portfolio monitoring, detect emerging risks, and scale portfolio oversight with AI-powered intelligence and workflow automation, all without adding headcount.

AI-native platform purpose-built for private credit, commercial and investment banks.

Portfolio Monitoring at Scale

Private credit teams are under pressure to monitor larger portfolios, deliver faster reporting, and identify risks earlier. FirstSignals provides a unified AI-powered platform that enables teams to scale their portfolio without adding headcount.

✓ Automates monitoring and compliance testing

✓ Continuously monitors borrower and portfolio health

✓ Generates actionable risk insights and early warnings

✓ Credit and IC memos generated

✓ Streamlines data needed to deliver real-time reporting for LPs

Turn Credit Agreements into Living Risk Models

Automatically extract terms, formulas, financial definitions, and monitoring requirements from credit agreements and transform them into continuously monitored risk intelligence.

Automated Portfolio Monitoring and Validation

Automated Portfolio Monitoring and Validation

Continuously tests facility terms and early warning signals, tracks borrower performance, and alerts teams to emerging risks before they become material issues.

Enables teams with data needed to deliver real-time, loan-level reporting for LPs and regulators with complete transparency and auditability.
FirstSignals proactively monitors, validates, and reports critical credit risk triggers and covenants, so teams can move at the speed of change without lifting a finger.

AI Portfolio Intelligence

Leverage AI-powered analysis to identify emerging risks across your portfolio. From breach analysis and PIK exposure monitoring to liquidity pressures, sector headwinds, and borrower-specific developments, FirstSignals delivers explainable insights and recommended actions to support portfolio management decisions.

Integrated Market Intelligence

Seamlessly integrates your licensed data sources with built in external data connectors to provide real-time insights — all while maintaining accuracy, transparency and auditability.

Secure for Enterprise Deployment

FirstSignals secures your data, models, and knowledge with enterprise-grade security and compliance.

Private data stays private

Data is stored in siloed environments, isolated from other customer data.

Private data stays private

Data is stored in siloed environments, isolated from other customer data.

End-to-End Encryption

Data is encrypted at rest and in transit.

End-to-End Encryption

Data is encrypted at rest and in transit.

Admin Governance & Permissions

Granular permission controls, role-based access management and comprehensive audit trails.

Admin Governance & Permissions

Granular permission controls, role-based access management and comprehensive audit trails.

Admin Governance

Granular permission controls, role-based access management and comprehensive audit trails.

Built by AI Experts

Built by former Microsoft AI platform engineers and private credit professionals, FirstSignals combines deep expertise in enterprise AI systems with real-world credit operations.


Built by former Microsoft AI platform engineers and private credit professionals, FirstSignals combines deep expertise in enterprise AI systems with real-world credit operations.


LOCATED IN

New York, NY

United States

See FirstSignals in Action

Manage larger portfolios, effectively risk manage, and forge deeper relationships with key stakeholders.

Schedule a 30 minute demo with us to see how FirstSignals can benefit your firm.