High-Stakes Finance.
Bulletproof AI Intelligence.
The AI-powered financial workspace that transforms raw market and company data into verified, publish-ready intelligence at any scale.
Specialized AI workflows
Eliminate 80%+ of repetitive financial work
100+ pre-trained agents and 300+ financial skills ready to execute across every domain.
Product
Pro-Grade Intelligence at Any Scale
Ingest up to 1M files at once, zero pre-processing — every figure retrievable and cited.
Insights
Explainers and worked examples on financial due diligence, audit and controls, and valuation.
AI & agentsMachine learning in finance: applications that actually work
Machine learning in finance is the quiet, proven half of the AI story — credit scoring, fraud detection, algorithmic trading, cash forecasting, and document NLP, all in production for years. What each application actually does, how ML differs from generative and agentic AI, and where the limits (data quality, overfitting, regime change) bite.
- AI agents
- Financial analysis
- Workflows
9 min readRead more
M&A & diligenceBest AI tools for equity research (2026)
The AI worth knowing for equity research in 2026, by the job it does — a deliverable-focused deep dive (MacrosLM), document search across filings and transcripts (AlphaSense), fundamentals extraction (Daloopa), and accessible chat-based research (Fiscal.ai) — plus what to look for and what AI still can't do.
- Valuation
- AI agents
- Financial analysis
8 min readRead more
Audit & assuranceBest AI tools for KYC and AML (2026)
KYC and AML isn't one job — it's identity verification, sanctions/PEP screening, transaction monitoring, risk scoring, and defensible write-up. An honest walk through the tools worth knowing in 2026 (Sumsub, Trulioo, World-Check, NICE Actimize, MacrosLM, and more), what each is for, and where each stops.
- Compliance
- AML
- AI agents
7 min readRead more
Security & governance
Bank-grade security for non-public data
SOC 2 Type I & II
Independently audited for continuous security, system availability, and confidentiality. Full audit reports available upon request under NDA.
Zero Model Training & Compliance
Your financial data is strictly isolated and never used to train public AI models. Fully compliant with GDPR and CCPA, with standard DPAs available.
Encryption & Access Control
AES-256 encryption at rest and TLS 1.3 in transit. Enterprise access is governed via SAML SSO, MFA, and strict Role-Based Access Control (RBAC).
Create your own task
Put MacrosLM to work on your next deliverable.