Our Services
- End-to-end AI implementation
- Enterprise-grade security & compliance
- Hands-on team enablement
- Co-Preneur approach: Strategy + Building
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Our Services
We structure our AI expertise into four distinct pillars — each designed to address specific business needs without overlap. Whether you need strategic guidance, hands-on engineering, compliance assurance, or team enablement, we have you covered.
From boardroom strategy to production-ready code — our 4-pillar model ensures you get exactly what you need. Jump directly to the pillar that fits your current challenge:
Ready to transform your business with AI?
Let's discuss which service pillar fits your needs.
1. AI Strategy
Identify high-value use cases, design the roadmap, and define technical foundations.
Modules
- AI Readiness Assessment
- Use Case Discovery (across 20 departments)
- Prioritization & Business Case Modelling
- Technical Architecture & Model Selection
- Data Foundations Assessment
- Pilot Design & Success Metrics
- AI Governance Framework
- Change & Adoption Planning
What falls under this pillar: Pilots, automation opportunities, AI marketing use cases, AI copilots, analytics initiatives — everything starts here with clear reasoning and ROI logic.
2. AI Engineering
Build production-grade AI systems — fast, secure, and tailored to enterprise workflows.
Modules
- Custom LLM Applications
- Internal Copilots & Agents (multi-step workflows)
- API/Backend Development (OpenAI/Groq/Anthropic integrations)
- Private Chatbots (model-agnostic, no-RAG knowledge systems)
- Data Pipelines & Analytics Tools (ETL, dashboards, forecasting)
- Programmatic Content Engines (SEO, docs, communication systems)
- Self-Hosted AI Infrastructure (Hetzner, Coolify, MinIO, Traefik)
- Enterprise Knowledge Systems (Postgres + pgvector)
What falls under this pillar: All build work: pilots, workflow automation, dashboards, copilots, ERP extensions, marketing tooling, analytics models, internal tools, agents.
3. AI Security & Compliance
Ensure safe, compliant, enterprise-ready deployments.
Modules
- Secure Self-Hosting & Data Separation
- Model Access Controls & Audit Logging
- Privacy Impact Assessments
- AI Risk & Safety Frameworks
- Compliance Automation (ISO/NIST templates)
- Data Governance (classification, retention, lineage)
- Safe Prompting & Output Controls
- Evaluation & Red-Teaming of AI Systems
What falls under this pillar: Everything security-related: deployment hardening, compliance workflows, auditability, data isolation, safety testing, secure architecture.
4. AI Enablement
Equip teams with skills, tools, and ongoing support to use AI effectively.
Modules
- Executive Workshops (C-Level & Directors)
- Department Bootcamps (HR, Finance, Ops, Sales)
- AI Builder Track (non-technical → mildly technical creators)
- Enterprise Prompting Frameworks
- Playbooks for Each Department
- On-the-Job Coaching (using the tools you built)
- Internal AI Communities of Practice
- AI Governance Training
What falls under this pillar: Professional upskilling, adoption support, making AI tools actually used, and turning employees into confident AI operators.
Contact Us!
Contact Directly
Philipp M. W. Hoffmann
Founder & Partner
Address
Reruption GmbH
Falkertstraße 2
70176 Stuttgart
Contact
Phone