AI That Knows How Your Organization Actually Runs
Most AI tools sit on top of your organization. Ours go inside it. We connect your AI environment directly to your ERP, production systems, inventory, and logistics, so your agents work with real operational knowledge, not just the documents in your Office folder.
Trusted by Industry Leaders
An AI that doesn't know your operations isn't transforming your business.
A generative AI tool deployed across your Office Suite can help employees write better emails and summarize documents faster. That's useful. But it doesn't touch the part of your business where most of the value, and most of the complexity, actually lives.
Your production data. Your inventory levels. Your ERP records. Your logistics workflows. Your maintenance logs. The information that drives real operational decisions.
When AI agents can access and reason over that information, in real time, accurately, in the context of an actual operational question, that's when transformation becomes measurable. That's what our technology integration service delivers.
A complete technology stack, built in three layers.
Enterprise AI Platform Selection & Deployment
The right AI platform for your organization's security and infrastructure requirements.
Choosing the right enterprise AI platform is the first and most consequential technology decision in your transformation. It affects what your employees can do, how your data is handled, and what integration is possible.
For most industrial organizations, Microsoft Copilot is the default choice, and often the right one. It integrates natively with the Microsoft 365 stack most organizations already use, and its enterprise data governance and privacy standards are appropriate for regulated industries.
For organizations with different infrastructure, different compliance requirements, or specific capability needs, other platforms, including Claude for Enterprise, Google Gemini for Workspace, or custom-deployed solutions, may be more appropriate.
What we deliver in this layer:
- Platform evaluation and recommendation based on your requirements
- Procurement and licensing guidance
- Deployment and configuration across your organization
- Governance policy design: what employees can do, what data they can access, how outputs are managed
- User onboarding in coordination with the training program
Legacy System Integration
Our proprietary integration layer connects AI to the systems that run your business.
This is the differentiating capability that most AI consultants cannot offer.
Your legacy operational systems, ERP, manufacturing execution systems, warehouse management platforms, logistics software, maintenance databases, were not designed with AI in mind. They have proprietary APIs, rigid data schemas, and integration interfaces that require significant technical work to bridge.
We've built a proprietary integration layer that solves this. It combines two proven technologies:
RPA (Robotic Process Automation), for systems with no accessible API. We use software robots to interact with legacy interfaces the way a human would, reading screens, triggering actions, extracting data, and bridge that data into the AI layer.
MCP (Model Context Protocol), the emerging standard for connecting AI agents to live data sources and tools. We build MCP connectors that give your AI agents structured, real-time access to operational data: current inventory levels, production schedules, open purchase orders, logistics status, and more.
The result: AI agents that don't just know what's in your documents, they know what's happening in your operation right now. And they can act on it.
What this enables:
- An operations agent that knows current inventory, production status, and open orders, and can answer questions or generate reports from that knowledge
- A procurement agent that has access to your supplier database, open RFQs, and historical pricing, and can draft communications or flag anomalies
- A maintenance assistant that can access equipment history and maintenance logs to support troubleshooting
- A logistics agent that knows current shipment status across your entire distribution network
Industry-Specific Solution Deployment
Proven vertical solutions, adapted for your environment.
For specific functional areas within industrial organizations, we deploy and adapt proven AI solutions designed for your sector, rather than building from scratch.
These are purpose-built tools for the operational workflows most relevant to manufacturing, construction, biomedical production, and logistics. Deployed correctly, they feel like natural extensions of the systems your teams already use, not foreign technology imposed from outside.
Production & Capacity Planning
AI-assisted scheduling and capacity optimization, integrated with your production data.
Inventory Intelligence
Demand forecasting, anomaly detection, and replenishment recommendation systems connected to your inventory platform.
Quality & Compliance
Document management, audit preparation, and compliance monitoring tools adapted for your regulatory environment.
Supply Chain & Procurement
Supplier intelligence, RFQ analysis, and procurement workflow automation.
Deployment for each solution includes: configuration for your data sources and business rules, user acceptance testing, training for the relevant department, and handoff documentation for your internal Champions.
How the three layers work together.
The three integration layers are designed to work as a coherent system, not as three separate deployments.
Layer 1 (enterprise AI platform) is the environment your employees interact with, the chat interface, the document tools, the workflow integrations. Layer 2 (legacy system integration) extends that environment downward, into the operational data that the platform doesn't naturally reach. Layer 3 (vertical solutions) deploys specialized agents within that environment that are optimized for specific use cases.
The overall effect: your employees interact with a single, coherent AI environment that happens to have deep knowledge of your operation, because it's connected to the systems that generate that knowledge in real time.
Industrial-grade data governance built into every layer.
Data security is not optional for industrial organizations, especially those in regulated sectors. Every component of our integration stack is designed with this in mind.
- We do not store operational data outside your infrastructure
- AI platform selection is guided by your compliance requirements (ISO 27001, GDPR, sector-specific regulation)
- Access controls determine which agents can access which data sources, with full audit trails
- We work alongside your existing IT security team, we do not operate independently of it
- All integrations are documented and transferable to your internal team
Let's assess what's possible with your current systems.
Tell us what systems your organization runs and what operational questions you want AI to be able to answer. We'll outline what an integration architecture looks like for your environment.
45 minutes · Senior advisor + integration architect · No commitment