Department
AI for IT and systems teams
IT and systems teams carry the integration, security and support load behind every AI initiative. The job is to keep AI useful inside the existing stack, with clear ownership and clean handovers.
Who this is for
IT directors, heads of systems, integration leads and security owners responsible for keeping AI safe, integrated and supportable.
Common problems we see
- Pressure to adopt AI without a clear integration plan.
- Disconnected systems that make every AI use case harder than it needs to be.
- Uncontrolled AI use across teams and shadow tools.
- Vendor claims that do not survive technical review.
Workflows we improve
- Integration workflows between core systems.
- Monitoring and alerting on AI use and data flows.
- Approval and review workflows on new AI tools.
- Search and retrieval across internal knowledge.
Systems and data usually involved
- Microsoft 365, Azure, SharePoint and Teams.
- ERP, CRM, PIM and ecommerce platforms.
- Data warehouses, lakes and integration platforms.
- Identity, logging and security tooling.
What WithPraxis might build
- Integration patterns that let AI use existing systems safely.
- Governance frameworks and guardrails on AI use.
- Microsoft Copilot enablement and governance.
- Vendor and tool evaluations against the real workflow.
Governance and control
AI use is scoped, identity-aware and logged. Integration paths are documented. Vendor decisions are evidence-led and reversible.
Where this connects