01N° 01
Custom orchestration
A fixed graph, an agentic loop or a combination: we build what the process asks for, with explicit decision points and handover to a person.
OpenAI Accredited Partner
Pillar · BUILD & INTEGRATIONFIG. H1
High-code AI Agents
When a process consists of several steps, systems and decisions, you build the agent yourself. The Automation Group writes high-code AI Agents: custom orchestration, tools and controls, connected to your data and monitoring.
Build & integration
When high-code
When standard blocks fall short.
With high-code we write the control logic in code: which steps an AI Agent takes, which tools it may call and when a person decides. That keeps behaviour, consumption and accountability in your hands, also as the application grows.
02N° 02
Bespoke tools & integrations
APIs and systems that no standard connector covers, including legacy integrations, with own authentication, restricted permissions and error handling.
03N° 03
Decision models & evaluation
Fast, typed judgments alongside generative models, plus test sets and measures that let you track answer quality.
04N° 04
Collaborating AI Agents
Several agents with own identity and task, coordinated through open standards such as MCP and A2A-style agreements.
How we help
From architecture to controlled production.
- 01
Architecture & boundaries
Describe the task, sources, users and acceptance criteria, and record which actions an AI Agent may never perform alone.
- 02
Build in your environment
Our Agentic Engineers write code in your own tenant, repository and deployment environment, with reviews and version control.
- 03
Evaluate & monitor
Test sets, observability and logging show what an agent does and where it goes wrong, before it receives broader tasks.
- 04
Handover & AI Upskilling
Documentation, test sets and targeted training for developers and operators, so your team can keep developing the application.
Frequently asked questions
High-code AI Agents
When do you choose high-code?+
For complex multi-agent architectures, deep or custom integrations, strict requirements for performance, security and accountability, or when a low-code platform can no longer keep the logic clear. The Automation Group chooses per step, not per preference.
Do you build on one proprietary framework?+
No. We build with existing libraries and services, for example an agents SDK, LangGraph or CrewAI, and write ourselves only what your situation truly requires. That keeps the application maintainable for your own team.
How do we know the agent is reliable?+
We test against criteria agreed in advance using test sets of real examples, including exceptions and unwanted output. Logging, monitoring and human approval remain in production.
Can we later rebuild a low-code agent?+
Yes. We map which logic can carry over and what must be rebuilt, and bring sources, permissions and evaluation into the new setup.
Continue reading
Discover more about our approach and solutions.
· Build & integration
An agent that fits your process.
Discuss your process and system landscape with an Agentic Engineer. Together we decide what needs to be built and what a first pilot should demonstrate.