Frontier AI for
Credit Teams

Supercharge your analysts with workflow tools engineered by credit market veterans. Deeper analysis. Faster decisions. Focus where it matters.

Built for Hedge Funds · PE · Law Firms · Trading Desks
Focus Credit Analysis · Document Intelligence · Trade Thesis Generation
The challenge

Credit Has Grown
More Complex

More disclosures. Messier capital structures. Intricate and customised terms. Creditor-on-creditor violence that demands you think not just about the borrower, but about your fellow lenders.

Making sense of it all for one credit is hard work. Across a portfolio, it's a recipe for missing key issues. You need to be fast and rigorous. You're being asked for the impossible of doing both, and doing so consistently.

Growth in disclosure volume
over the past decade
70%
of analyst time spent on extraction
rather than judgment
The solution

A Productivity Multiplier
and a Miss-Reduction Tool

Debtscribe applies frontier AI directly to credit workflows so your analysts can cover more names, react faster to market events, and miss less. Spend more time making good decisions, less time parsing newsflow.

Rapid triage of primary issues and credit events.
Get to a view in minutes, not hours.
The platform

AI-driven Workflows Shaped by
What Analysts Actually Need

Built by people who've sat on trading desks
and managed credit portfolios.

Platform dashboard screenshot
How it works

Debtscribe Delivers
Decision-Ready Analysis

The research process hasn't changed. It's tedious, text-heavy, and the data is unstructured. We automate the extraction so you can focus on judgment.

01

Ingest

Regulatory filings, offering memos, bond docs, earnings transcripts, internal research.

02

Extract

Company data, financials, legal terms, management commentary pulled and organised without manual effort.

03

Analyse

Red flags surfaced first. Price the risk that matters.

04

Monitor

Ongoing portfolio surveillance. Issuer-specific and macro events incorporated. Your work stays current.

The platform at a glance

Built for the Full Credit Lifecycle

Monitor markets, generate ideas and move from first look to deeper diligence in one platform.

Monitor

Intelligence Feed

A single, sentiment-tagged feed across issuer sites, financial publications, sector outlets and ratings firms.

Generate

Trade Idea Screener

Ask free-form questions, narrow the issuer universe and produce concise, actionable trade theses.

Anticipate

Reporting Catalysts

Screen upcoming results using prior-year context, recent developments and potential surprise themes.

First look

New Issue Memo

Turn an offering memorandum into a structured view of the business, transaction, financials, legals, risks and next steps in minutes.

Deep dive

Create Credit Memo

Build a fuller view of liquidity, financial performance, key drivers, strengths, concerns and unknowns.

Covenants

Legal Doc Review

Surface covenant terms, value-leakage risks, LME blockers and reporting requirements so you know where to dig deeper.

Numbers

Financial Red Flags

Identify leverage build, weak interest cover, aggressive add-backs and cash-flow concerns alongside clean credit metrics.

Interrogate

Ask a Follow-up

Question newly generated memos in context, with answers grounded in your own uploaded documents.

For your team

Elevates Analysts.
Doesn't Replace Them.

Investment judgment, pattern recognition, knowing the right questions to ask — that still matters. Debtscribe removes the arduous work and accelerates decision-making.

Junior Analysts

Structure, guardrails, and the right questions. Junior team members produce consistent, thorough work from day one with clear frameworks that build institutional knowledge over time.

Senior Analysts

Faster triage, faster synthesis, and more time to elevate investing judgment. Spend less time on extraction and more time on the decisions that generate P&L.

In action

Insights, Not Just Information

Frontier AI tools that steer your attention to critical issues in real time. Spend more time making decisions, less time parsing noise.

Platform dashboard screenshot
Our commitment

Always at the Frontier

You're not betting on one model. You're buying ongoing access to the best AI applied to credit workflows. Engineered and refined by a team that understands how credit decisions are actually made.

Bespoke Models

Constantly iterating. We keep you at bleeding edge, you focus on investing.

Enterprise-Grade

Security, compliance, and data governance built in from the start. Maintenance, patches, and updates are our problem, not yours.

Rapidly Evolving

New features, deeper analysis, broader coverage. Early partners shape the roadmap and lock in preferential terms.

Better Decisions.
Faster.

Decision-ready credit work.
Fast, defensible, repeatable.