Portfolio

Selected systems.

AI, operations, mapping, and automation work designed for real environments.

AI SystemsReplace scattered provider keys and hard-coded model IDs with accountable, reusable model connections. Teams move faster while IT can see who is using what, which key pays, and where spend belongs.

AI Router

A governed model-access layer with an AI Assistant for inspecting connections, diagnosing failures, and proposing reviewed changes. Reusable connections keep policy, credentials, and cost attribution behind a stable application contract.

AI SystemsTransform workforce management with AI-driven simulation, optimization, and intelligent decision-making

LaborOS

AI-assisted labor planning, scenario testing, and operational optimization.

Data PipelineGives leaders one operating view from AI trend intelligence through content production, campaign distribution, and measurable return

MarketCircle

A workflow command center where AI interprets topic momentum, generates content concepts, coordinates work, and measures campaign performance in real time.

InfrastructureImprove route visibility, planning, and operational performance through spatial analysis and real-time tracking

BusMap

Route analysis, movement tracking, and operational planning for transit systems.

AutomationMaximize margin and revenue by pairing AI price and win-rate optimization with governed autonomous bidding

BidMatch

An AI freight marketplace that optimizes price, winning probability, and margin—then bids autonomously for backhaul and consignee optimization within defined commercial guardrails.