AI SERVICES

Embedded AI Advisory  Setup & Getting Started PoC Sprints Agentic Architecture Governance & Policy Rollout Workshops & Training Enterprise AI Deployment Adoption & Change Management

Build AI faster, with confidence. We work alongside you at every step.

What We Deliver Across Every Phase of AI

Pick one service or combine several. We scale with you.

Embedded AI Expert

"Let's build together."

A senior AI expert who adapts to what you need. From flexible embedded advisory to hands-on engineering, a personal coach + practitioner who knows your stack, your standards and your goals.

Embedded AI Advisory

A senior expert who joins your team — attending standups, reviewing architecture, and providing hands-on guidance. Scales from part-time advisory to full-time embedded, adapting to what you need week to week.

PoC Sprint

A working prototype in as little as 2 weeks — scoped requirements, architecture decisions, and a deployed demo your team can test with real users.

Agentic Analytics & Data Solutions

AI-powered data pipelines, automated reporting, natural-language query interfaces, and managed data infrastructure.

Vibe Code to Production

Code review, test coverage, error handling, CI/CD setup, and deployment — turning AI-assisted prototypes into production-ready systems.

Agentic Architecture

System design docs, agent orchestration patterns, validation layers, human-in-the-loop controls, and MCP server integrations.

DevOps Governance

Pre-commit hooks, CI/CD pipeline rules, agentic code review, automated policy checks, and audit logging for AI tool usage across your repos.

AI Setup

"Help us get started and moving safely."

Most organizations know they need to move on AI but aren’t sure where to start or how to do it without creating risk. We help you launch with guardrails built in from day one.

Landscape Review

Delivered audit report of AI capabilities across your stack — what’s active, what’s dormant, and a prioritized adoption roadmap.

Governance & Policy Rollout

Working sessions with security, engineering, and legal to produce acceptable-use policies, regulatory compliance mapping, required training curricula, and completion tracking.

Claude Enterprise Deployment

SSO and identity provider integration, workspace and project configuration, role-based permissions, usage policies, cost controls and modeling, custom prompt templates, and a structured onboarding program with adoption tracking.

Claude Code Deployment

CLAUDE.md governance files, approved model and tool configurations, repo-level coding standards, and developer onboarding guides.

AI Training

"Teach us how to use it."

AI tools only create value when people actually use them. We train at every level, from executives to engineers, and build the enablement programs that turn initial use cases into lasting adoption.

Workshop & Training

Hands-on sessions targeted to each audience — executives, IT, engineers, and business teams — tailored to your tools and workflows.

Assist for AI

On-demand access to AI experts for targeted training sessions, office hours, Q&A, and hands-on troubleshooting — focused knowledge transfer tailored to your team’s specific use cases and skill gaps.

Adoption & Change Management

Structured rollout programs, internal champions networks, usage metrics, and feedback loops that turn pilots into organization-wide adoption.

Custom Shared Resources

Use case libraries, skills, prompt collections, and documentation tailored to your organization — shared assets that accelerate adoption across teams.

AI Operations

"Keep it running and evolving."

AI tools update weekly, policies shift monthly, regulations evolve constantly, and model drift is inevitable. We keep your systems ahead of the pace of change.

KeepWatch for AI

Proactive monitoring of your AI infrastructure, integrations, spend, and usage.

AI Strategy & Steering

Regular opimization reviews, adoption metrics, and strategic guidance as the landscape evolves.

The next step is simple

We'll show you the fastest path forward with the right guardrails.

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Interworks GmbH
Ratinger Straße 9
40213 Düsseldorf
Germany
Geschäftsführer: Mel Stephenson

Kontaktaufnahme: markus@interworks.eu
Telefon: +49 (0)211 5408 5301

Amtsgericht Düsseldorf HRB 79752
UstldNr: DE 313 353 072

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