03/05
CapabilityAI & Automation
Agentic systems and LLM engineering for regulated institutions.
Services under ai & automation
- AI strategy
- LLM engineering
- Agentic systems
- ML pipelines
- Evaluation and guardrails
- AI governance
Capability · AI & Automation
We build AI systems that ship into production inside regulated operations. Model selection, evaluation, retrieval, agents, guardrails — engineered against the AI Act, DORA and the client's own risk posture. If it does not pass audit, it does not ship.
06
What we ship inside ai & automation
6 services, one accountable partner.
- 01AI strategyAI Act posture, use-case selection, governance model. Diagnosis first, deployment second.
- 02LLM engineeringModel selection, fine-tuning, retrieval architectures. Provider-agnostic via gateways.
- 03Agentic systemsTool-use, multi-step reasoning, human-in-the-loop. Deployed inside operations.
- 04ML pipelinesTraining, evaluation, deployment. MLOps that survives audit.
- 05Evaluation and guardrailsCustom eval suites, red-teaming, alignment measurement.
- 06AI governanceAI Act readiness, model registry, risk assessment, incident response.
Stack we ship in
Selected for regulated production, not for the demo.
AI & Automation
Vercel AI GatewayOpenAIAnthropicGroqLangChainLangGraphPGVector
AI & Automation
Agentic systems and LLM engineering for regulated institutions.
Every engagement in this capability names an accountable partner. The partner signs the engagement, sits inside the team, and remains on the outcome through handover.
Other capabilities
All capabilities →One team. Five practices. Traded seats mid-engagement.
01/05
Product & Design
Ship product-grade design inside regulated operations.
Read the practice →
02/05
Engineering
Web, mobile, data, platform. In production, at real load.
Read the practice →
04/05
Growth
Marketing infrastructure and growth engineering — measured.
Read the practice →
05/05
Advisory
Diagnosis, regulatory readiness and interim leadership.
Read the practice →
Send a brief · AI & Automation
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