Solutions / AI
AI & Automation

Transform operations with intelligent systems. Workflow automation, enterprise AI integration, and custom model development for physical and digital systems.

Full-spectrum AI development covering workflow automation, LLM integration, and custom model development. We modernize existing systems with agentic AI and build purpose-built models for physical and non-physical domains.

Serving organizations of any size, from rapid prototyping and AI agent development to enterprise system integration. We bridge the gap between AI capabilities and operational reality.

Workflow & Operations Automation

AI-driven workflow automation that transforms manual processes into intelligent, autonomous systems. We build solutions covering job estimating, scheduling, document processing, invoicing, and customer outreach, designed to eliminate repetitive work while maintaining the judgment and oversight that complex operations require.

Our automation work spans intake systems that route and prioritize incoming requests, documentation pipelines that convert unstructured notes into structured data, and operational dashboards that unify lead tracking, recruitment, and outcome monitoring into single operational views.

LLM Integration & AI Agents

Enterprise AI integration covering LLM deployment, fine-tuning, and agentic AI development. We build copilots and chatbots for internal knowledge management, customer support, and operational assistance, along with autonomous agents that execute multi-step workflows without human intervention.

Integration patterns for connecting AI systems with enterprise tools and data sources. Knowledge retrieval pipelines that ground AI responses in organizational context. Production-ready deployments that scale from pilot projects to organization-wide rollout.

Custom Models & Signal Intelligence

Custom ML model development for specialized domains where off-the-shelf solutions fall short. We build models for signal classification, anomaly detection, time-series forecasting, and pattern recognition across RF, sensor, and operational data streams.

Physics-informed neural networks and surrogate models that accelerate simulation workflows. Edge AI deployment for embedded systems with limited compute. Model architecture design, training, optimization, and production deployment with uncertainty quantification and interpretability built in.

Recent Work
AI & Automation Engagements
Defense R&D
RF Signals Intelligence
ML-driven signal identification, AoA/TDoA localization, and automated alert systems for contested spectrum environments. Deployed with sensor networks for persistent monitoring and geolocation.
Commercial
AI-Driven Operations and Demand Forecasting
AI-driven workflow automation covering job estimating, scheduling, purchase orders, invoicing, and document processing. ML demand forecasting with ERP integration reducing overstock and stockout events.
Autonomous Systems
PSO-Based Drone Swarm Coordination
PSO-based coordination algorithm for autonomous multi-drone fleet navigation. Decentralized swarm behavior for area coverage, target search, and dynamic obstacle avoidance.
Commercial
Construction Firm Process Optimization
End-to-end process automation for a multi-location construction services firm. AI-assisted documentation converts service notes into structured billing codes with automated invoicing and outreach sequences.
SaaS
LLM Integration for Distributed Sensing Platform
LLM integration into a SaaS application for distributed sensing, enabling natural language queries across sensor networks and automated insight generation from complex telemetry data.
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