For C-suite leaders in capital-intensive industries: we combine board-ready strategy with hands-on execution. We don't hand you a deck and walk away. We lead development, build your SaaS, and turn digital ambition into measurable competitive advantage.
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A structured audit of where your organization stands on AI: data quality, systems, skills, governance, and risk. We score readiness, identify the use cases with real business impact, and flag the gaps to close first. Outcome: a clear readiness baseline and a prioritized roadmap your executive team can approve.
We audit your current systems, processes, and data flows, then build a transformation plan tied to P&L impact: legacy integration, cloud migration, and process digitization, sequenced into milestones with owners and budgets. Built for CFOs who need ROI visibility and COOs who need a plan they can run.
We lead development, not just advise. From concept and architecture through build, deployment, and launch, we operate as your extended product team. Ideal for internal tools, customer-facing SaaS, and software products that open new revenue streams.
Turn your AI work into defensible assets. We map what is patentable in your models, data pipelines, and workflows, decide what to patent versus keep as trade secret, and clarify ownership of training data and model outputs. Critical for PE-backed companies and those pursuing M&A or strategic partnerships.
We connect the machines, instruments, and controllers your systems can't reach today. Custom gateways and protocol integration (OPC UA, Modbus, MQTT, serial), edge data collection, and automation that moves data from the shop floor to your cloud without manual steps.
Turn your installed base into a connected service business. We deploy lightweight edge agents on instruments already in the field, with no firmware rewrite or hardware change, and stream secure telemetry over MQTT or REST. On-device AI flags calibration drift, thermal variance, and component wear before they cause downtime. Fleet health dashboards, remote diagnostics, and audit-ready event records let your service team resolve more issues remotely and launch premium service tiers. We also develop the maintenance and service agents — and the evaluation and long-horizon loops that keep them accurate across a real case. Learn more →
Unlock enterprise data for decision-making. We design data architectures, analytics roadmaps, and AI/ML pipelines that enable predictive maintenance, process optimization, and data-driven operations—with clear links to cost reduction and revenue growth.
M&A and investment readiness. We provide technical due diligence, technology stack evaluation, and digital maturity assessments for private equity, corporate development, and strategic investors—so you know exactly what you're buying.
From shop floor to data infrastructure. We audit your technology and data maturity, deploy IIoT sensor networks, build your data lake and warehouse, and lead the modernization program as your Fractional CDO—so your operations run on evidence, not gut feel. Learn more →
Patented AI platform for radiographic testing (RT) audit and weld defect detection in mission-critical industries. Reduce manual review time by 90%, ensure ASME/API/ISO compliance, and eliminate subjective interpretation. Built for oil & gas, aerospace, shipbuilding, and heavy industry. Learn more →
AI diagnostics for roll shops and CNC grinders. We inspect the roll, the machine, and the IO signals in one engagement — then give you a severity-ranked report before the next unplanned stop. Built for steel, aluminum, and flat-rolled metals. Learn more →
The operating layer for a regulated testing lab. It prepares certificates, checks, and audit packs on top of the systems the lab already runs. Analysts still release the result.
View solution →Turn an installed instrument base into a connected service business. Edge telemetry, maintenance and service agents, and the evaluation and long-horizon loops that carry a case from first alert to verified closeout.
View solution →Audit your tech stack, instrument your shop floor, build your data lake, and lead the program as Fractional CDO.
View solution →Turn EU Data Act compliance into a data infrastructure advantage — before your competitors do.
View solution →A private AI knowledge system for your leadership team — institutional memory, strategic context, and decision support with enterprise guardrails.
View solution →Deploy AI agents that connect to your enterprise systems — ERP, CRM, databases, documents — using the Model Context Protocol. Real work, not demos.
View solution →Patented AI platform for RT audit and weld defect detection. Designed for oil & gas pipeline integrity programs — 10 indication classes, API 1104 aligned.
View solution →AI roll shop audit and CNC diagnostics. Find grinder drift, vibration, and NDT defects before they stop the mill.
View solution →Oil, gas, nuclear, power generation, and utilities. Digital twins, predictive maintenance, grid optimization, and compliance-driven transformation.
Space, satellites, defense systems, and aerospace manufacturing. Safety-critical systems, supply chain resilience, and innovation at scale.
Machinery, equipment, and discrete manufacturing. Industry 4.0, smart factories, automation, and supply chain digitization.
Construction materials, cement, metals, mining, and chemicals. Process optimization, emissions reduction, and operational excellence.
Transportation, logistics, and critical infrastructure. Asset management, digital operations, and resilience at scale.
PE portfolio companies, diversified financials, and investment firms. Technology due diligence, portfolio digitization, and value creation.
Executive alignment on AI and digital strategy—with a roadmap the board can approve
Shipped software and working solutions—not just recommendations in a deck
Measurable ROI: cost reduction, revenue growth, and operational efficiency
Defensible IP and SaaS products that support valuation and competitive moats
Board-ready alignment on priorities, risk, governance, and ROI. We help leadership define where AI and digital fit—and where they don't.
We build technology stacks, operating models, and team skills so your organization can sustain and scale what we deliver.
We lead development. SaaS products, internal tools, AI pipelines—we build them, deploy them, and hand them over when they're production-ready.
No PowerPoint handoffs. We don't advise and disappear. We stay until it's built.
We deliver working software and measurable outcomes—not just strategy decks. Our value is in what we build, not what we recommend.
We start with your goals, P&L, and competitive position. Technology serves the business—and we prove it with ROI.
Technology only delivers value when people use it. We build for adoption—change management, training, and rollout are part of the work.
Security, compliance, and data boundaries are designed in from day one—critical for regulated and capital-intensive industries.
We begin with a Strategy Session—a focused conversation with your leadership team to understand goals, challenges, and readiness. From there, we recommend a path: strategy workshop, discovery engagement, or a specific development scope. We can start with advisory and move to execution, or go straight to build.
We do both—and we lead development. We're operators, not just advisors. We don't hand you a deck and walk away. We design, build, deploy, and hand over working software. Our team includes engineers who ship production code.
No. We work with organizations at every stage of digital maturity. Our strategy work often precedes infrastructure decisions, and we help you build the right foundation. For development engagements, we can work within your existing stack or recommend and implement a new one.
We focus on enterprise and mid-market companies in capital-intensive sectors: Energy & Utilities, Industrials & Manufacturing, Aerospace & Defense, Materials, Infrastructure, and Financial Services—including private equity portfolio companies.
We treat your IP and data with the highest care. We use NDAs, clear ownership terms (you own what we build), and security practices appropriate for enterprise and regulated environments. We never repurpose your work for other clients.
Schedule a conversation with our team. We'll discuss your goals and whether there's a fit.
Schedule a Strategy Session