Systems integration
Pass orders, quotes, design data, and customer records between sales, technical, and finance systems without re-keying.
AI solutions
Data & Systems Integration Connected data, ready for AI.
AI is only as useful as the data and systems it can reach. We connect your ERP, CRM, CAD, and databases through secure APIs and data pipelines, build the dashboards your leaders rely on, and give AI agents governed access to the information they need.
Scope, delivery, and pricing are agreed for your organization. Prefer email? Enquire
- Connects
- ERP, CRM, CAD, and databases
- Builds
- APIs, pipelines, and dashboards
- For AI
- Governed agent tools and MCP
- Operation
- Monitored and documented
Overview
One source of truth, ready for AI
Most organizations run on systems that were never designed to talk to each other. People re-key the same information, reconcile spreadsheets, and argue about whose numbers are right. AI agents stall for the same reason: they cannot reach the data.
We design how information should move through your organization, build the integrations and APIs to make it happen, and put trusted dashboards and governed AI access on top, so both people and agents work from the same numbers.
- Error handling and monitoring by design
- Secure, documented APIs
- Metrics defined and reconciled
- Agent access with narrow permissions
Capabilities
What we deliver
From a single connector to an organization-wide data foundation.
APIs and agent tools
Secure, versioned APIs and Model Context Protocol servers that give applications, partners, and AI agents controlled access.
Dashboards and analytics
Trusted operational and financial dashboards, with plain-language questions answered from governed data.
Technology
The technology behind it
We use proven, well-supported technology and choose it for each engagement. These are the platforms and tools we most often bring to Data & Systems Integration work.
Enterprise and technical systems
The platforms that hold your commercial and technical data.
- SAP
- Oracle NetSuite
- Microsoft Dynamics 365
- Salesforce
- Autodesk Vault
- SOLIDWORKS PDM
Integration and APIs
Standards-based interfaces with strong authentication.
- OpenAPI and REST
- Webhooks and events
- Azure Integration Services
- MuleSoft
- OAuth 2.0 and OpenID Connect
- Model Context Protocol (MCP)
Data platforms and pipelines
A governed home for the numbers everyone relies on.
- Microsoft Fabric
- Snowflake
- Databricks
- PostgreSQL
- Microsoft SQL Server
- dbt
Analytics and operational data
Business and plant data side by side.
- Microsoft Power BI
- Grafana
- AVEVA PI System
- OPC UA
- MQTT
Final technology choices are confirmed during scoping, based on your existing systems, security requirements, and budget. Product names are trademarks of their respective owners; listing them does not imply a partnership.
How we deliver
A clear path from idea to impact
Every engagement follows the same disciplined path, sized to your needs, with agreed scope, milestones, and success measures.
Map the landscape
Identify systems, owners, data flows, and the problems caused by gaps between them.
Design the flows
Define data ownership, mappings, timing, APIs, and how errors are handled.
Build and test
Implement integrations, APIs, and pipelines with automated tests on realistic data.
Monitor and evolve
Deploy with monitoring and alerting, then add sources, views, and agent tools over time.
Why EngLogics
What you gain by working with us
Technology is only part of the answer. These commitments shape every Data & Systems Integration engagement, and they are why organizations choose a specialist partner.
One source of truth
We define which system owns each piece of data, so every team works from the same numbers.
Resilient by design
Retries, monitoring, and alerts mean integrations recover from outages instead of failing silently.
Works with what you have
Modern APIs or twenty-year-old databases, we connect the systems you already rely on.
The foundation for AI
Clean, connected, permissioned data is what makes AI agents useful. We build it with agents in mind.
Built for enterprise
Designed to be trusted
Security, oversight, and maintainability are part of the design from the first conversation, not added at the end.
Error handling by design
Failed transfers are caught, logged, retried, and escalated.
Secure connections
Authentication, least-privilege access, and encryption on every interface.
Observable
Dashboards and alerts show the health of every integration.
Documented
Mappings, APIs, and metric definitions are documented for your team.
Outlook: the future of AI
Integration is the foundation for AI
AI agents are only as useful as the systems they can reach. Emerging standards such as the Model Context Protocol are becoming how organizations give agents controlled access to business systems. Those with connected data will put agents to work first.
- Now
Connected core systems
ERP, CRM, and technical systems share data automatically, ending duplicate entry.
- Next 2–3 years
Agent-ready interfaces
Systems publish secure, well-described tools that approved AI agents can use under clear permissions.
- Longer term
Ask your operation
Leaders ask questions of the whole business in plain language, answered from governed data.
Questions
Before we begin
Bring a description of your current process, the systems involved, and the outcome that would matter most to your team.
Can you integrate older systems without APIs?
Often, yes, through databases, file exchanges, or other supported interfaces. We assess each system during discovery.
Do we need a data warehouse first?
Not necessarily. We recommend the lightest architecture that delivers reliable data, and build a warehouse where it adds value.
How do AI agents use our systems safely?
Agents call defined tools with narrow permissions, and every call is logged. They never get open-ended access.
Who maintains integrations after launch?
Your team, EngLogics, or a combination. We provide documentation and optional managed support.
Start a conversation
Let’s put AI to work on your processes
Tell us about the workflow, the systems involved, and the outcome you need. We will respond with practical next steps for scoping your project.