March 2026 — 5 New AI Models Added
NEWTotal: 560 AI models across 20 platforms. Intelligence Bus v10: 2,288+ events / 50 cascade patterns.
PyTorch 3-layer MLP encoder. Compresses enterprise tabular data to 32-dim latent space. 60-80% size reduction.
Decoder counterpart to the BrainCode Encoder. Reconstructs data from latent space with 98%+ fidelity.
Arrow-accelerated quality checker. Reports null rates, type consistency, numeric ranges, and quality score (0-1).
Granger causality via OLS F-test with lags 1..N. Returns F-statistic, p-value, and verdict per lag.
Average Treatment Effect via Propensity Score Matching (sklearn 1-NN) with 200-sample bootstrap CI.
All 560 models now wrapped with ONNX Runtime (3-5× faster CPU) and Conformal Prediction (90%-guaranteed confidence intervals, EU AI Act Art.13).
BrainPredict Sourcing AI Models
26 specialized AI models for procurement intelligence, supplier management, spend analytics, and supply chain optimization.
Core Intelligence
Price Predictor
92%Predicts commodity and material prices using market data and ML
Demand Forecaster
91%Forecasts procurement demand across categories
Category Optimizer
90%Optimizes spend categories for maximum savings
Negotiation Intelligence
89%AI-powered negotiation strategy recommendations
Maverick Spend Detector
94%Identifies off-contract and unauthorized spending
Supplier Management
Supplier Risk Analyzer
93%Comprehensive supplier risk assessment
Supplier Performance Scorer
91%Multi-dimensional supplier performance scoring
Supplier Relationship Optimizer
88%Optimizes supplier relationships and engagement
Supplier Discovery Engine
87%Discovers and qualifies new suppliers
Supplier Diversity Tracker
92%Tracks and optimizes supplier diversity metrics
Spend Analytics
Spend Classifier
95%Classifies spend data into categories
Savings Opportunity Finder
90%Identifies cost reduction opportunities
Tail Spend Analyzer
89%Analyzes and optimizes tail spend
Cost Driver Analyzer
91%Identifies key cost drivers
Benchmark Comparator
88%Benchmarks spend against industry standards
Contract Intelligence
Contract Value Optimizer
90%Optimizes contract terms and value
Contract Risk Assessor
92%Assesses contract risks and compliance
Renewal Predictor
87%Predicts contract renewal probability
Clause Analyzer
91%Analyzes contract clauses using NLP
Compliance & Risk
Procurement Compliance Monitor
94%Monitors procurement policy compliance
Audit Readiness Scorer
93%Assesses audit readiness
Supply Chain Risk Predictor
89%Predicts supply chain disruptions
ESG Compliance Tracker
90%Tracks ESG compliance across suppliers
Strategic Intelligence
Strategic Value Creator
88%Identifies strategic value creation opportunities
Market Intelligence Aggregator
91%Aggregates market intelligence for sourcing
Total Cost Optimizer
92%Optimizes total cost of ownership