Architecting Decision Intelligence for Complex Operations
Optimization, reliability, and AI integrated into production-grade infrastructure for complex environments
We transform fragmented processes and constrained operations into structured, re-optimizable decision systems. From fleet scheduling and maintenance planning to enterprise AI integration, Optimal Flows engineers the core logic that drives availability, throughput, and long-term capital performance.
Deployable Platforms
Flight & Maintenance Planning Optimization Engine (FMP)
Exact optimization for fleet readiness, flight scheduling, and maintenance routing—built to re-optimize under real operational constraints.
Sub-7-minute solve cycles demonstrated on realistic fleet planning instances; improved availability through coordinated flight/maintenance decisions; reduces downtime exposure by optimizing maintenance flow and station capacity utilization.
Deployment: Hybrid
Production-readyRecomAid — Structured Recommendation Intelligence Platform
Confidential, structured, AI-assisted recommendations and decision-support—built on auditable inputs, templates, and role-based control.
Cuts drafting time while increasing structural consistency and output quality; enables standardized templates and repeatable letter quality across users; reduces coordination overhead between requesters and writers through structured workflows and role-based access.
Deployment: API
Architecture Framework
Diagnose the Economic Bottleneck
We map constraints, capital exposure, and decision friction across your operational stack.
Architect the Decision Core
We design the mathematical, reliability, and logic-driven engine governing scheduling, allocation, and lifecycle trade-offs.
Deploy Production Infrastructure
We implement integration-ready systems that embed decision intelligence directly into enterprise workflows.
Architecture Engagements
Industrial AI & Decision Automation
Architecture and implementation of AI-powered decision systems integrating structured and unstructured data, LLM workflows, and production-grade APIs for operational intelligence.
Enterprise Systems Architecture & Integration
End-to-end system design for ERP, CMMS, and decision platforms, including database architecture, workflow integration, structured data migration, and operational system modernization.
Asset Lifecycle & Maintenance Modeling
Development of reliability-driven maintenance frameworks integrating PM, PdM, CBM, asset replacement modeling, warranty modeling, and lifecycle cost optimization for capital-intensive operations.
Capital-Efficient Product & Cyber-Physical Development
Design and execution of hardware-software integrated systems under capital constraints, aligning engineering trade-offs with ROI, unit economics, and manufacturability.
Execution Highlights
Impact over features.
MXT – Capital-Efficient Cyber-Physical Product Development
Delivered three production-capable prototypes under ~$120K total development budget; established financially disciplined engineering framework supporting scalable manufacturing decisions.
Enterprise CMMS Modernization Across Heavy Industry
Improved maintenance transparency; reduced reactive variability; enabled structured asset lifecycle cost control.
Systematic Validation Framework for National Taxation Module
Delivered full module validation in ~2 months; reduced deployment risk and improved logical consistency.
Architecture Evaluation Session
We offer an initial session to understand your operational constraints, evaluate your current decision systems, and outline a structured path forward.
Schedule Evaluation Session