Precision Valuation through
Multi-Agent AI Intelligence
Autonomous valuation systems for the AI era. Qiymat ingests pitch decks and financials to generate audit-ready valuation models using 11 specialized AI agents.
Bias and Manual Overhead in VC/PE
Valuing private companies is slow, manual, and prone to human bias. Analysts spend weeks parsing PDFs and spreadsheets, often missing critical data flags or market benchmarks. Traditional methods lack the scale for rapid deal-making.
Human Bias
Analysts miss critical risks due to emotional bias.
Scaling Bottlenecks
Weeks extra for PDF/Excel parsing at fund level.
Decision Velocity in Deal-Making
"Qiymat has transformed how investment funds analyze private data, enabling 10x higher deal velocity with unmatched accuracy. The multi-agent debate system ensures every valuation is defensible and free from human error."
Multi-LLM Adversarial Debate
Qiymat is built on a high-velocity Model Context Protocol (MCP) backbone, connecting autonomous agents to 87+ specialized tools. Unlike static systems, Qiymat agents gather fresh market data, live OSINT, and real-time financial telemetry to ensure every valuation is defensible and current.
Autonomous document ingestion (.pdf, .xlsx, .csv)
Autonomous ingestion and normalization of complex PDF and Excel data.
Adversarial Debate system for bias removal
Simulated war-room where LLMs challenge each other to eliminate bias.
Real-time Multiples & Monte Carlo simulations
Live stochastic modeling using real-time market telemetry.
High-fidelity investment grade reporting engine
Audit-ready reports generated with deep structural integrity.
Real-time MCP Connectivity
AI & Data Assessment
Evaluates the fidelity and readiness of raw financial data for high-stakes AI analysis.
Hyper-Local Market Context
Connects models to regional fiscal benchmarks and geographic risk telemetry.
OSINT Verification
Real-time open source intelligence for identity and market claim verification.
Unstructured Data Ingestion
Direct indexing and parsing of massive PDF, Excel, and legacy file archives.
Financial Archive Indexing
Real-time auditing of historical transaction databases and deal-flow history.
ESG Scoring Engine
Automated ESG auditing based on live corporate reporting and supply chain data.
Predictive Modeling
Financial stress-testing using ultra-fast stochastic modeling and Monte Carlo tools.
Deep Sector Research
Indexes millions of academic and industrial papers for sector-specific benchmarking.
Live Market Telemetry
Direct connection to private equity and public market price aggregators.
Neural Document Parsing
Enterprise-grade extraction of balance sheets and cap tables from complex PDFs.
Customer Health Intel
Predicts long-term revenue stability using customer sentiment and retention data.
Automated Audit Registry
Cross-checks documents against 100+ global identity and legal registries.