AI that transforms complex financial agreements into clean, structured data — ready for analysis, automation, and optimization.
AI-driven, quantum-inspired optimization engines that allocate collateral with mathematical precision. Real-time solvers balance capital efficiency, risk limits, and regulatory constraints — producing certified, audit-ready decisions in milliseconds.
CSA Workflow Run:
Run ID #1842 ↔ 2m 14s elapsed
93% Finished
Schedule
Parse
Extract
Solve
Certify
Parsing from CSA
Extracting constraints
Bridges the gap between unstructured CSA text and actionable optimization outputs. Converts legal data into live models, runs solver-grade analyses, and generates certified reports — all without manual intervention.
Step 1
Our AI reads complex CSA agreements and converts them into standardized, machine-readable data including eligibility rules, haircuts, thresholds, and rounding schedules.
Analyzing CSA.
Minimum Transfer Amount
Thresholds
Timing & Mechanics
Haircut Matrix
Eligible Collateral
Step 2
A micro-scale HO-QAOA routine that explores local plateaus, builds a sub-Hamiltonian, and performs a quantum-inspired jump to a better collateral allocation.
Step 3
We integrate Pyligent’s optimization engine directly into treasury, risk, and reporting systems, delivering real-time results without changing your existing workflows.
CSA + Data
Actionable Items
Step 4
We generate evidence-gated audit trails for every optimization, providing transparent verification through CP-SAT checks, governance logs, and versioned decision reports.
Parity Check (CP-SAT Verified)
All allocations certified for compliance.
Stable Sweeps
μ and γ tests check robust performance
Audit Ready
Full gov pack generated for review