We architect intelligent systems that change how enterprises work.
From agentic AI implementation to behavioral nudge strategies — we deploy systems that deliver measurable outcomes.
Get in touchTwo practices.
One mission.
Behavioral AI Architecture is defined as the practice of combining deep AI engineering with behavioral science to build systems designed for real human adoption.
Agentic AI
Agentic AI refers to autonomous systems that plan, reason, and execute multi-step tasks. We design, build, and deploy production-grade multi-agent architectures with tool integrations end-to-end.
MLOps & Industrialization
Automated ML pipelines, model monitoring, CI/CD for data science. SageMaker, Dataiku, Databricks, and custom MLOps stacks.
Cloud Data Architecture
Cloud-native data platforms on AWS and Azure, lakehouse design, and migration. From legacy workflows to scalable, governed, sovereign infrastructure.
Nudge & Behavioral Design
Nudge design refers to the application of choice architecture to alter behavior predictably without restricting options. We apply Thaler & Sunstein's framework to drive enterprise adoption.
From assessment to production.
A structured path designed to de-risk AI adoption and deliver measurable outcomes at every stage.
AI Readiness Audit
Data estate mapping, use case identification, compliance assessment, and a concrete AI roadmap with 3 high-ROI targets.
Proof of Concept
Build and validate one agentic workflow or nudge intervention. Measure impact with statistical rigor before scaling.
Production Deployment
Full-scale implementation with MCP integrations, monitoring, error recovery, and EU AI Act compliance documentation.
Fractional Chief AI Officer
A fractional Chief AI Officer refers to senior AI leadership provided on a part-time retainer — strategy, governance, and optimization without the full-time hire.
You own what we build. All models, code, architectures, and intellectual property produced during an engagement are transferred to you. No vendor lock-in. Built on open standards wherever possible.
Production-grade AI
with the Anthropic stack.
We specialize in architecting enterprise solutions using Claude, the Agent SDK, Claude Code, and the Model Context Protocol.
Multi-Agent Systems
Coordinator-subagent orchestration, agentic loops, task decomposition, and human-in-the-loop escalation with deterministic enforcement.
MCP & Tool Design
Custom MCP servers, structured error handling, tool interface design, and seamless enterprise backend integration.
Claude Code & CI/CD
CLAUDE.md configuration, custom skills, automated code review, and team-wide Claude Code deployment strategies.
Prompt & Structured Output
Few-shot engineering, JSON schema enforcement, batch processing, validation loops, and multi-pass review architectures.
Context Management
Long-context preservation, session resumption and forking, multi-turn handoffs, and confidence calibration.
Structured Data Pipelines
Automated extraction from unstructured documents, self-correction flows, retry-with-feedback, and downstream integration.
Don't just report sustainability metrics. Improve them.
CSRD compliance forces enterprises to measure their environmental impact. But measurement alone doesn't change behavior. As nudge design consultants for CSRD, we combine data engineering with behavioral science — choice architecture, social comparison dashboards, and causal inference — to build systems that actively move the needle on your sustainability KPIs. Grounded in Thaler and Sunstein's framework and fully aligned with EU AI Act transparency requirements.
"A nudge is any aspect of the choice architecture that alters people's behavior in a predictable way, without forbidding any options." — Richard Thaler & Cass Sunstein
Backed by a Master's in Psychology — we design interventions that are measured with causal inference, not guesswork.
- 1. AuditMap your data infrastructure and establish behavioral baselines. Identify what's measured, what's missing, and where behavioral friction lives.
- 2. DesignCraft targeted nudges grounded in cognitive science — social comparison, defaults, framing, timely feedback — tailored to your workforce and goals.
- 3. InstrumentBuild the data pipelines and dashboards that track behavioral change in real time. No spreadsheets. No guessing.
- 4. OptimizeUse AI to personalize interventions per user segment, detect nudge fatigue, and continuously iterate what works.
- 5. ReportDeliver statistically rigorous impact measurement — diff-in-diff, synthetic control — that satisfies auditors and leadership alike.
Expertise.
Proven across AI, cloud, and behavioral science.
Behavioral AI Architecture.
Founded by a senior AI architect with 10+ years in enterprise data engineering and a Master's in Psychology, Datopi combines what no other consultancy in Belgium does: the technical depth to build production-grade agentic AI systems, and the behavioral science foundation to drive real adoption. We serve as a fractional Chief AI Officer for enterprises that need senior AI leadership without the full-time hire — from agentic AI implementation to nudge design for CSRD compliance.
We don't build prototypes that collect dust. We deploy systems that survive contact with real humans — because we design for the human from day one.
Working with leaders
across industries.
Let's start a conversation.
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