From board-level AI strategy to systems running in production.

For leaders at industrial and capital-intensive companies in the United States. We audit strategy and find the opportunities worth funding, build the software, solve the problems that stall programs, and help you hire the team to run it.

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Member, Microsoft AI Cloud Partner Program · since 2025

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How we help

Most clients come to us for one of these. Many start with the first and stay for the build.

01

Strategy & Opportunity Audit

We score data, systems, skills, and risk, find the opportunities worth funding, and give your leadership a sequenced roadmap with owners and budgets.

02AI Agents →

Software & AI Development

We lead the build: internal tools, customer-facing SaaS, data platforms, and AI agents on the systems you approve, from architecture to launch.

03

Problem-Solving Consulting

A stalled program, a plant problem nobody has explained, a vendor that isn't delivering. We find the cause in the data and the process, then fix it with your team.

04Learn more →

Systems Modernization

Legacy systems, disconnected machines, and data no one trusts. We modernize the stack, connect the shop floor, and migrate without stopping operations.

05

Hire & Build Your Team

We define the roles, help you hire the engineers and data people, and lead as fractional technology leadership until your own team can run it.

06

MLOps & AI Cost Optimization

We tune model serving, batching, and GPU use to cut idle capacity and cost per request, on your cloud or inside your own network.

Member, Microsoft AI Cloud Partner Program since 2025. Engagements can run on Azure and through the Commercial Marketplace. Details →

Already in market

Systems we built and sell today, described by the work they do.

Metals · Roll shops

CNC-Risk — Predictive Maintenance & Audit Calibration

An on-site audit of the roll, the grinder, and the IO signals, with inspection systems calibrated to your roll types. A remote monitoring retainer then flags grinder drift early enough to schedule service.

 Pipeline NDT

HotPass AI

A patented radiographic-review workflow with 10 indication classes, aligned to API 1104 review. A qualified reader makes and signs every final call.

 Instrument OEMs

on-device.ai

Edge agents on instruments already in the field, over OPC UA, Modbus, REST, and serial, without a firmware rewrite. A case runs from first alert to verified closeout.

 Manufacturing

Manufacturing Data Modernization

Data-maturity audit, IIoT sensors, and a data lake and warehouse, led as your Fractional CDO so operations run on evidence.

Solutions

Specific answers to specific problems — each built for a real challenge your industry is facing right now.

CNC · Roll Shop · Metals

CNC-Risk — Predictive Maintenance

Roll-shop audits, inspection calibration, and remote monitoring for CNC roll grinders, with a severity-ranked report.
NDT · AI Inspection · Patented

HotPass AI — RT Audit

AI-assisted RT audit and weld-indication review. 10 indication classes, aligned to API 1104. A qualified reader signs every call.
Instrument OEMs · Remote Service

on-device.ai — OEM Remote Service

Edge telemetry and service agents that take an instrument case from first alert to verified closeout.
Manufacturing · Industrial

Manufacturing Data Modernization

Audit your tech stack, instrument your shop floor, build your data lake, and lead the program as Fractional CDO.
AI Agents · Enterprise Automation

Enterprise AI Agents

Agents connected to your approved ERP, CRM, databases, and documents. A named person releases anything that writes a record.
AI Strategy · Executive Leadership

The Executive Second Brain

A private AI knowledge system for your leadership team: institutional memory, strategic context, and decision support.
Compliance · Data Strategy

EU Data Act Strategy

Map EU Data Act obligations to the systems, contracts, and operating changes required.
Laboratories · Operations

Lab OS

Certificates, QC checks, and audit evidence packs on the systems a regulated lab already runs. Analysts release every result.
Any GPU · Any hosting · One inference

Opod — Private Inference

Opod splits inference into pieces across the GPUs and hosting you have, behind one OpenAI-compatible endpoint.

Deployment options

Need it inside your perimeter? We can deploy there.

01

Inside your perimeter

Agents and models run in your cloud, a private network, or a government cloud when the contract calls for it. Prompts and documents stay there.

02

Model-agnostic

Open-weight models run inside that perimeter. Where your agreement allows a frontier model, we use it under that agreement.

03

Your data stays yours

Your data does not train a model shared with other customers. Ownership of a tuned model, including weights, is set in the engagement agreement.

04

Everything on record

Agent actions are logged within the permissions and system boundaries defined for the deployment.

Industries We Serve

Steel and metals, oil and gas, utilities, discrete manufacturing, aerospace, and infrastructure companies in the United States.

Energy & Utilities

Oil, gas, power generation, and utilities. We connect plant data and build the maintenance and operating software your teams run.

Aerospace & Defense

Aerospace and defense manufacturing, including programs where the data and the sign-off have to hold up.

Industrials & Manufacturing

Machinery, equipment, and discrete manufacturing. Shop-floor data, system modernization, and software that ships into production.

Materials

Steel and metals rolling, cement, mining, and chemicals. Roll-shop maintenance, process data, and the program work around them.

Photo: Adrian Tync, CC BY-SA 4.0

Infrastructure

Transportation, logistics, and critical infrastructure. Asset data and the operating systems around it.

Financial Services & Private Equity

PE portfolio companies, diversified financials, and investment firms. Technology due diligence, portfolio digitization, and value creation.

Platforms we build on

Microsoft Azure, AWS, NVIDIA, Databricks, Snowflake, Siemens, and Rockwell.

For industrial companies in the United States, we build on these platforms, and on the systems already running the plant. A logo here is a platform we use. Microsoft is the program we are registered in.

Microsoft Partner Center

Member of the Microsoft AI Cloud Partner Program since 2025

Microsoft AI Cloud Partner Program

Registered

Commercial Marketplace

Registered

Engagements that require Azure, Microsoft AI services, or marketplace procurement can be scoped to match your enterprise buying process.

Platforms we work with

All platforms

Cloud & Hyperscalers

AI & Machine Learning

Edge AI & On-Device

Industrial & OT Platforms

Data & Analytics

SaaS & Enterprise Platforms

Development & DevOps

Our Approach

We're operators, not just advisors. We lead development—so strategy becomes shipped software.

1

Strategy

Board-ready alignment on priorities, risk, governance, and ROI. We help leadership define where AI and digital fit—and where they don't.

2

Capability

We build technology stacks, operating models, and team skills so your organization can sustain and scale what we deliver.

3

Execution

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.

Our Principles

Principles that guide every Enrisk engagement.

Execution over advice

We deliver working software and measurable outcomes—not just strategy decks. Our value is in what we build, not what we recommend.

Business first, technology second

We start with your goals, P&L, and competitive position. Technology serves the business—and we prove it with ROI.

Adoption before automation

Technology only delivers value when people use it. We build for adoption—change management, training, and rollout are part of the work.

Trust built in by design

Security, compliance, and data boundaries are designed in from day one—critical for regulated and capital-intensive industries.

Insights

The latest thinking from Enrisk

6 min read · Operations

Deterministic Checks That Speed the Work, the Accuracy, and the Cost
6 min read · Operations

Put a Person at Every Step That Can Go Wrong
7 min read · Manufacturing

Capture the Plant Data Before You Need to Fine-Tune a Physical AI
6 min read · Strategy

Why Digital Strategy Fails—and How to Fix It
5 min read · Approach

We're Operators, Not Just Advisors: Why Enrisk Leads Development
5 min read · Execution

Beyond the PowerPoint: From Strategy to Shipped Software
View All Insights

FAQ

Your questions, answered with clarity

How do we get started with Enrisk?

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.

Do you actually build software, or only advise?

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.

Do we need advanced technical infrastructure to begin?

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.

What types of organizations do you work with?

Industrial and mid-market companies in the United States: energy and utilities, manufacturing, aerospace and defense, steel and metals, infrastructure, and private equity portfolio companies.

How do you handle IP and confidentiality?

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.

30-minute strategy call

Ready to move from strategy to execution?

Pick a time that works for you. We'll talk through your goals and whether there's a fit.

Book a 30-min call
  • 30 minutes
  • Video call
  • No preparation needed