Turn your financial workflows into living AI systems.
SigmaScribe turns complex financial processes into AI systems that remember, adapt, and can be verified. Test our credit and equity graphs inside your AI assistant, or build your own workflow with us.
Custom workflows
Your workflow, wired into the engine
We map how your team actually works, encode it as a graph, and run it alongside you. One workflow, one desk. Credit and equity below are two we built the same way.
Map
We sit with your team and chart how the work actually happens: the inputs, the steps, the judgment calls, and what triggers a re-look.
Wire
We encode it as a graph. Your evidence, computations and judgments become nodes; your methodology becomes the wiring between them.
Run
It runs alongside your team. New information moves only what it touches, so you review the change, not the whole file.
Example workflows
Try our example credit and equity workflows
Credit and equity are two workflows we already built on the engine. Explore them in the app, or drive them from your AI assistant through the MCP. They preview what your own workflow can become.
Example · Credit
Institutional-grade scorecards you can stress
Every issuer resolves through a transparent rating cascade, from business and financial risk to an anchor, modifiers, and a final rating. Adjust an assumption and the notches recompute in place.
- Business and financial risk profiles with scored sub-factors
- Modifiers and ratios that roll up to SACP and issuer rating
- Stress scenarios that re-derive the rating on demand
COP · Oil & Gas E&P · USA
Issuer credit rating
SACP
a+
Anchor
a/a-
Modifiers
+1
Risk profile
Modifiers
net +1 notchA macro shock, walked through the credit graph
A stress scenario isn’t a memo appendix, it executes. The shock enters as a node, scores and ratios reprice along the wiring, and the rating re-derives at the root, with every step graded for certainty.
Macro shock
Tariffs / price caps / regulatory reform
RFS/LCFS cost escalation drives structural margin compression.Qualitative scores
Ratios
Modifiers
Transmission chain: trigger to impact
Profitability
Revenue to realized margin compression
High certaintyIndustry risk
Regulatory margin floor now binding
High certaintyDebt / EBITDA
Constant debt, falling EBITDA
High certaintyEBITDA / Interest
Coverage vs. net interest expense
High certaintyFFO / Cash interest
Cash-flow coverage deteriorates
High certaintyLiquidity
Cash resilient in the near term
Medium certaintyExample · Equity
A living thesis, not a memo dump
Coverage is a living graph of subjects, insights, and convictions. See what each thesis rests on, how strong the evidence is, and which assumptions are under watch.
- Convictions with confidence, assumptions, and open watches
- Insights linked to supporting and contradicting evidence
- Gaps surfaced so you know what is still unresolved
Microsoft
MSFT · software
5
Convictions
17
Insights
11
Subjects
Active convictions
Evidence
Grounded & shared
Every claim traces back to a filing
Ask in plain language and get answers grounded in the documents, with citations you can open. Sessions, artifacts, and run receipts persist, and read-only links keep the desk aligned.
- Keyword search across filings with an in-session PDF viewer
- Run receipts and event history for reproducible work
- View-only session and artifact sharing for the team
Grounded answer
$7.3B of debt matures in FY2026 against $92.6B total debt10-K FY2025 · p.42. The revolver is undrawn and cash plus facilities cover near-term maturities roughly 2x10-Q Q2 FY2026, so refinancing risk is manageable absent a rate shock.
SigmaScribe MCP
Test it inside Claude or ChatGPT
Connect SigmaScribe to the assistant you already use and it gets grounded access to your credit and equity graphs and their filings. No new tool to learn.
- Add SigmaScribe as a connector in Claude or ChatGPT
- One-time sign-in in your assistant, no API keys to manage
- Scorecards and graphs render interactively, inline
https://mcp.sigmascribe.ai/mcpPaste this into your assistant’s connector settings.
App access is invite-only
The app is restricted to authorized accounts on your organization’s allowlist. Sign in with Google or an email link to continue.
MCP uses OAuth in your client
Connecting the MCP server only requires a one-time OAuth sign-in through your AI host. No manual keys, and nothing to configure on our side.