Custom development for AI solutions, end to end.
We specialize in AI-enabled product development for startups and mature enterprises: one team takes you from the first architecture decision to a product in your customers’ hands, and keeps improving it after launch.
What we offer
AI-native product design
We start from what AI can genuinely do for your customers and design the product around it. The alternative, fitting a model into the product you already have, is how companies end up with a chatbot nobody uses.
- An assessment of where AI changes what your product can do, not just how it looks.
- An AI-centered product architecture, with the ai-core and the workflows built around it.
- A working prototype to validate the idea with real users before the full build.
Agents & AI systems engineering
Agents, retrieval, evaluation and the data plumbing under them. We build systems that can be observed, measured and improved after launch, rather than demoed once and left alone.
- Agent design and orchestration: what the agent knows, what it may do, and where the guardrails sit.
- Retrieval and data pipelines that keep AI grounded in your business.
- Evaluation and monitoring so quality is measured, not assumed.
Delivery for startups and enterprises
Speed for a startup racing to market. Governance, security and integration for a mature enterprise. We have shipped for both, and the process adapts to which one you are.
- Startups: from idea to a product in market, with the foundation to grow on.
- Enterprises: security review, governance, and integration with the systems you already run.
- Ongoing improvement after launch, driven by what the system measures.
We are not talking about an AI chat. We are talking about AI baked into the foundation.
Using AI for suggestions leaves most of its value on the table. When AI is the engine of the product, it learns the business, represents it, and acts on its behalf. That's what ai-focused architectures make possible, and it's the value we build for.
Built for both ends of the market
Get to market with a product that could not exist without AI.
Boon, Haycion and Nowen each started as an idea that only works if an agent sits at the center. We designed and built the products around that.
Capitalize on the AI wave without betting the company on a demo.
Aptivio brings AI-powered buyer intent to enterprise sales teams. The same discipline applies: security, governance and integration with what you already run.
Frequently asked questions
Which of the three services do we need?
Most engagements start with AI-native product design to get the architecture and prototype right, then move into agents & AI systems engineering to build it out. Delivery for startups and enterprises describes how we adapt that work to your team, not a separate track you have to choose.
Do you work with our existing engineering team, or replace it?
We work alongside your team. For a startup that often means being the build team until you hire your own; for an enterprise it means integrating with the engineers, security and governance you already have in place.
What does "AI baked into the foundation" mean in practice?
The AI is the engine of the product, not a suggestion bolted onto an existing flow: it learns the business, represents it, and acts on its behalf, with the data, workflows and guardrails that make that dependable.
What happens after launch?
The systems we build are designed to be observed, measured and improved after launch, not demoed once and left alone. Ongoing improvement is driven by what the system itself measures.