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Transform Static Data into Actionable Risk Intelligence.
AI first solutions for banks and private credit firms to automate manual workflows and detect emerging risk at scale.
In production with a North American bank, $220B+ AUM
Credit agreements processed and tracked
Reduction in manual effort
An AI-native operating model that delivers scale, consistency, and resilience.
Credit Risk is growing faster than the teams overseeing them. Yet many firms still rely on spreadsheets and PDFs for covenant testing, syndication management, and borrowing-base checks—slowing risk detection and diverting analysts from higher-value credit judgment
FirstSignals replaces that patchwork with one intelligence layer: every credit agreement monitored continuously, every payment matched automatically, every borrowing base validated same-day.
Every new deal adds a credit agreement that requires manual oversight.
Every payment cycle introduces operational and execution leakage.
Every borrowing base package sits unverified in an inbox, freezing liquidity data.
Turn scattered credit data into one intelligence layer
FirstSignals unifies covenant compliance, cash transactions, and collateral management into a single AI-powered intelligence layer, working seamlessly with your existing technology stack
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RiskFrontier
RiskFrontier automates covenant monitoring, surfaces emerging credit risk, and delivers sharper portfolio insights on day one.
Covenants and deal terms from credit agreements and amendments become continuously monitored formulas — source-linked and audit-ready.
Firm-defined early warning signals tracked and alerted at scale across portfolios and strategies. New signals are recommended as borrower risk evolves, backed by 15+ built-in data connectors and your own licensed data sources.
Borrower risk assessments and contextual alerts surface emerging risk before it becomes a credit event — from mid-loan PIK exposure and liquidity pressure to sector headwinds and borrower-specific developments. Every insight is explainable, with recommended actions to support portfolio decisions.
Generates credit and IC memos to your firm's standards, and streamlines real-time, loan-level reporting for LPs and regulators — with full transparency and auditability.
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FirstFlow
FirstFlow automates syndication transactions, flags only uncertain cases, and delivers confirmed matches back without re-keying.
Incoming transactions are tracked in real time and matched automatically — closing the gap that leaves payments in suspense for hours or days.
An NER-powered engine scores every payment against expected records, replacing binary matches with a ranked queue.
Confirmed matches post to Core Platforms via API — no manual re-entry. Unmatched items are flagged automatically, so staff focus only on exceptions.
Every match is scored, logged, and timestamped. A documented rationale for every payment date, built to the standard regulators and auditors expect.
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FirstBase
FirstBase validates borrowing bases the same day, applies eligibility consistently, and confirms availability before funds are drawn.
Stop waiting days for availability. Borrowing base packages are extracted, validated, and calculated automatically — turning multi-day cycles into same-day updates.
Your credit agreement becomes the rules engine. Every eligibility rule, exclusion, reserve, and cap is calculated exactly as your documents define it.
No more chasing down aging and inventory schedules by hand. BBC totals tie out automatically, with exceptions routed for approval before availability updates.
Every calculation, exclusion, and approval is logged with reason and source — built to the standard your regulators and auditors expect.
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Continuous Learning. Smarter Origination. Stronger Portfolios. Competitive Advantage.
Most credit teams treat portfolio monitoring and origination as separate workflows. FirstSignals closes that loop.
As RiskFrontier monitors your portfolio, it builds a continuously updated picture of how borrowers in your sectors actually perform - which signals precede credit events, which covenant structures give you the most lead time, which deal characteristicscorrelate with amendments.
When your team evaluates a new credit in a sector you already monitor, that institutional knowledge is already in the system. New deals get benchmarked against outcomes from your own book - not generic market data.
The more you monitor, the more precisely you can originate. That advantage compounds with every deal you close.
Institutional-grade governance. Bank-grade security.
Designed for institutional lenders operating in regulated environments.
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Tenant-isolated deployments
Customer environments fully siloed, isolated from all other clients.
End-to-end encryption
Data encrypted at rest and in transit across all ingestion paths.
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Role-based access control
Granular permissions, admin governance, and comprehensive audit trails.
Flexible deployment
On-premise for highly regulated environments, private cloud on Azure or AWS, or hybrid.
Human approval workflows
AI proposals confirmed by your team before any system update.
Flexible integration
Open APIs and native integration with Core systems
See FirstSignals against your own portfolio.
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