AI agents that resolve what they reliably can, hand the rest to the right person in your organization, and learn from every answer. Strategy, implementation and an enterprise-ready platform.
They stall because they are scoped too small, wait for perfect data and ignore the knowledge that never made it into a system. We start from three convictions.
AI can be brilliant at one step and unreliable at the next. We split processes along that jagged edge: AI takes the operations it does best, people keep those that need judgment, authority or context, and the split shifts as models improve.
There is no finish line called "our data is clean". Start with the data you have, keep sources and owners transparent, and let real usage reveal and fill the gaps that matter.
It lives in people’s heads and walks out the door with every resignation and retirement. Our agents know who to ask, so every answer becomes reusable knowledge instead of a lost conversation.
A case that needs a human today can be automated tomorrow. Knowledge in data is the most important AI asset, but it lives in human heads. Capture it with AI, preserve it and reap growing productivity gains - automatically.
The agent answers or acts using your systems and documents. It cites its sources and keeps company facts separate from its own reasoning.
If knowledge is missing, a tool isn’t connected or policy requires a person, the agent routes a well-prepared request to the right expert or team in Teams, a chat thread or your ticketing system.
The expert’s answer solves today’s case. Within your permissions, it also becomes timestamped, attributed knowledge.
The next similar request is handled instantly. Automation grows with real demand, without large documentation projects.
Off-the-shelf AI rarely transforms a process on its own. We combine strategic advice, process design and implementation, so strategy and delivery come from one hand.
Get your decision makers a shared understanding of where AI is heading and what it means for your business.
Vertical AI agents with a measurable business case, designed as complete processes rather than FAQ chatbots.
An enterprise AI assistant across your data silos that grows more useful with every interaction.
Self-hosted as a managed solution. Your data stays in your environment, you control access and you can switch it off at any time.
Best-in-class models hosted in the EU, e.g. via Azure AI Foundry under your existing Microsoft DPA. Your data is never used for training.
Teams app, SharePoint and Teams as knowledge sources, Entra ID sync, SCIM provisioning and permissions mirrored from your source systems.
PII filtering, monitored and auditable operations, and a pragmatic reading of GDPR and the AI Act, so legal questions don’t stall progress.
Founder & CEO, complemental.ai
“Transforming a process with AI succeeds only if it is set up for both AI and humans to complement each other and to evolve effortlessly when the AI capability frontier shifts or required knowledge changes.”
I’ve spent eight years building AI, from training neural networks to leading AI strategy and implementation in G2M at IU Group. I founded complemental.ai with the vision to build an AI platform as a product that delivers customers the best AI strategy.
A 30-minute conversation about your processes, your constraints and a realistic place to start.
or email info@complemental.ai