When you engage Kambria for implementations, we don't hand you a project plan and leave you to execute it. We happily take full ownership of the custom AI implementation in your organization, from design and developement through to deployment. We enable you to define the goal; then we deliver it.
Your Experienced Partner for AI Implementation
Strategies and workshops are important, but at some point someone has to build the solution. We develop custom AI workflows, assistants, and agents tailored to your processes, systems, and goals.
Trusted by market-leading companies:
Risks
Challenges of Implementation
The gap between a promising AI pilot and a system that runs reliably in production is where most organisations lose their momentum. These are the three challenges we see time and again.
Missing Foundations
Without the right data and tech foundation, every implementation remains unmaintainable and unscalable.
Missing Know-How
Building a demo is not the same as a production-ready system. Making the right decisions about integration, governance, and architecture requires experience.
Pilots That Never Scale
A pilot can be successful and still change nothing. Ownership and rollout planning are part of implementation, but are rarely thought through from the start.
Our Approach
Every Solution. Same Standard.
Whether you need a single integration or are building a complete AI infrastructure, we work by the same principles. No overengineering, no scope creep, no solutions that sit on the shelf after the project ends.
Phase 1
Analysis & Scoping
Clarify system landscape, requirements, and use cases. Define scope and priorities together.
Deliverables: Scope document, prioritisation, technical requirements
Duration: 1–2 weeks
Phase 2
Infrastructure & Setup
Evaluate and deploy AI infrastructure. Stack, security, and integration requirements determine the choice.
Deliverables: Running infrastructure, documented architecture decisions
Duration: 1–4 weeks
Phase 3
Implementation & Integration
Build AI assistants, workflows, or agents, connect them with existing systems, test with real users.
Deliverables: Tested, deployed solution with integration documentation
Duration: 4–12 weeks
Phase 4
Stabilization & Expansion
Transfer the solution into operations, establish governance, secure the foundation for further development.
Deliverables: Stable operations, handover documentation, expansion recommendation
Duration: Upon agreement, continuous
Our Solutions
What We Build
These are our most requested solutions, but not a closed portfolio. What you need might fall between or beyond these. Get in touch with us to learn more.
AI Infrastructure Setup
Open source or SaaS, cloud or on-premise, selected according to your security, cost, and integration requirements.
Custom AI Assistants
Connected to your tools and knowledge bases, tested with your teams, deployed with built-in governance.
AI Workflow Automation
Built around your business processes to reduce manual effort without giving up control.
AI Agents
For complex tasks, with clear boundaries, escalation paths, and human oversight.
System Integration
AI connected to the systems your teams already use. Standard connectors where available, custom integrations where not.
Knowledge Base & RAG Systems
Your organizational knowledge structured and connected so that AI can reliably access it.
Get a Head Start With Our Platform Kambria.ai
We don't need to start from scratch. We have our own AI platform, Kambria.ai. Where the platform fits, we use it. Where it doesn't, we build custom.
Our Network
Built on 20 Years of Data, AI and Delivery
Kambria is part of the b.telligent Group, which has repeatedly been recognized by brand eins as Germany’s number one AI consultancy. We combine deep technical expertise with a human-centered approach, so AI works at your scale.
Combined projects
100+
Combined employees
350+
Combined locations
7+
Why Kambria?
Great consulting is rare. We wanted to change that.
Small enough to care. Structured enough to deliver.
We bring the depth and credibility of a larger company, but we work with the focus and responsiveness of a smaller one. That means expertise without bureaucracy, and attention without compromise.
We are in the field, not behind glass.
Our perspective comes from active work inside real organizations, not distance. When we advise you, it is based on what we see happening in businesses like yours.
More than consulting. Built to achieve more.
We have deliberately built a combination of human-centric consulting, agile software development skills and trusted, enterprise-grade data and governance acumen. That gives us unusual reach, depth and reliability.
Your Tools Are Ready. Is Your Team?
We build the tools. We don't forget the people.
Meet the team that doesn't just build solutions, but makes sure your team actually uses them.
Ready to Take the Next Step?
Free intro call — 30 minutes
What you'll get out of it:
- Clarity on where you stand — Where are you on AI, and where are the biggest opportunities?
- The right fit, not a standard pitch — Strategy, implementation or enablement: together we'll find out what moves the needle most right now.
- Concrete next steps — A clear proposal on how to move forward with no strings attached.
FAQ
Your Questions, Answered
What does Kambria's Implementation service mean in practice?
What types of AI implementations does Kambria deliver?
We design and build custom AI solutions tailored to your organization's specific processes and systems, including custom automations, and system integrations. For more complex requirements, we collaborate with our partner organizations Berlin Bytes (software development) and b.telligent (data analytics) to offer a holistic approach.
How do we know which implementation project is right for us?
This is exactly what our Strategy service (and specifically the Use Case Factory process) is designed to answer. We identify and prioritize the right use cases before any implementation begins, so investment goes toward the project that will actually move the needle without requiring unreasonable resources.
How long does an implementation take?
This depends on scope and complexity. Rolling out an Open Source AI chat platform technologically takes a few days; onboarding teams typically takes 1-3 months. Custom implementations are scoped individually during the planning phase, and we'll give you a clear timeline before work begins.
Can you integrate AI into our existing systems (ERP, CRM, document management)?
Yes, depending on your system landscape and access options. Kambria can utilize standard connectors or build custom integrations to tools such as your ERP, CRM, document management. The integration approach is designed to fit your security and governance requirements.
How do you ensure security, compliance, and safe AI behavior in implementations?
Kambria designs implementations with governance in mind, for example access controls, data boundaries, logging, and clear operating rules. Where relevant, risk and compliance requirements are addressed in coordination with your legal, compliance, and data protection stakeholders.
Who needs to be involved from our side during implementation?
Implementations work best with a business owner for the use case, an operational process owner, and IT or security stakeholders for access, integrations, and governance. Kambria defines roles, responsibilities, and decision points upfront to keep delivery fast and aligned.
