AI and optimization products and systems designed and built by lab members — from production planning and digital twins to intelligent assistants.
All products and systems on this page were designed and built by Dr. Kiarash Sanaei
Industrial AI / Optimization / Agentic AI
Production scheduling under volatile energy
Closed-loop production planning: machine-learning surrogates, MILP scheduling and a supervisory AI agent.
Stack: Machine learning · MILP · Agentic AI · Operations research
Espandar Holding · 2025
Decision Intelligence / Optimization
Planning with scattered data and constraints
One system for manufacturing decisions: planning, constraints, optimization and process intelligence.
Stack: Optimization models · Production planning · Process intelligence · AI decision support
Espandar Holding
AI Product / Fitness
Following a training plan, with a real coach
An AI gym coach, mentor and analyzer, paired with access to real trainers.
Stack: LLM applications · AI product architecture
AI Product / Finance
Testing and running trading strategies
An algorithmic trading platform and optimization system with an engine of its own, working with MetaTrader 5.
Stack: Algorithmic trading · Optimization · Trading engine · MetaTrader 5
These systems run in private environments; implementation details, data and interfaces are withheld. A guided walkthrough can be arranged on request.
Decision Intelligence / Project Investment
Demo on requestAssurance-grade capital economics
Support for project investment decisions: cash-flow models, sensitivity analysis, review and data lineage, policy packs and an AI copilot, with offline / on-premises deployment.
Stack: Cash-flow modelling · Sensitivity analysis · Data lineage · AI copilot · On-premises deployment
Digital Transformation / Enterprise Data
Demo on requestFinding the data gaps in a factory
An enterprise data portal that maps ERP and MES gaps and readies the organization for digital transformation.
Stack: Enterprise data platform · ERP / MES gap analysis · Digital-transformation readiness · Systems integration
Espandar Holding
Enterprise AI / Document Intelligence
Demo on requestFast access to contract knowledge
A contracts copilot: document intelligence, semantic retrieval, analysis and decision support.
Stack: Document intelligence · Semantic retrieval / RAG · LLM applications
Espandar Holding
Agentic AI / Generative Media
Demo on requestSteady production of Persian content
An AI content factory that runs end-to-end content production for social media and marketing, from research to a finished piece.
Stack: Multi-agent orchestration · Generative media · LLM applications
Agentic AI / Multi-Agent Systems
Demo on requestRunning multi-step workflows locally
A local-first operator that drives tools, MCP servers, and applications to carry out complex workflows.
Stack: Multi-agent systems · MCP / tool use · Local-first architecture
Digital Twins / Simulation
Demo on requestForecasting how an industrial system will behave
A hybrid simulation and machine-learning twin that represents current state and forecasts future behavior.
Stack: Hybrid simulation · Machine learning · State estimation
Send a collaboration or demo request and we'll get back to you.
