01 ━━
AI Governance
Risk audits, policy frameworks, ISO 42001 alignment, EU AI Act compliance, Shadow-AI mapping. Before any LLM touches your data.
A Terraris GmbH initiative · Zug, Switzerland
Production-grade AI for the regulated enterprise. Without the slop.
Terraris.ai builds governed RAG systems, autonomous agents and AIOps pipelines for boards that cannot afford an LLM mistake. Swiss legal base. EU AI Act and LGPD by design. Zero hype.
The AI stack we orchestrate
Vendor-neutral. Model-agnostic. Production-grade.
We compose across foundation models, agent frameworks, retrieval layers and cloud providers. The choice is dictated by the workload, the data governance requirements and the risk profile, not by an exclusive partnership.
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Llama -
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Qwen -
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- LangGraph
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LlamaIndex -
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Bedrock -
AI
Plus open-source vector stores (Weaviate · Chroma · Qdrant) and orchestrators selected per engagement.
01 — AI Insights
AI-First, written down.
Editorial coverage of enterprise AI, governance, agents, RAG, AI-for-code, vertical models and the CTO/CEO playbook. New essays weekly. Three per topic, in four languages.
01 ━━
AI-First Strategy
The operating shift before the tech buy
02 ━━
AI Governance & Compliance
EU AI Act, ISO 42001, LGPD by design
03 ━━
Enterprise RAG
Hallucinations bounded by source
04 ━━
Autonomous Agents & MCP
When agents touch real systems
05 ━━
AI for Code & SDLC
Software 2.0 in production
06 ━━
Vertical AI & Industry Models
Boring niches, sharp economics
07 ━━
Knowledge Engineering
Beyond raw RAG: graphs, wikis, compiled memory
08 ━━
AI Business Models
Discovery, retainer, value-based pricing
09 ━━
Frontier & Economics of AI
Compute, capability diffusion, capital flows
10 ━━
The CTO & CEO Playbook
AI fluency, loadbearing diagnosis, culture
02 — Capabilities
Four pillars. Zero amateurism.
We deliberately refuse to be a generic AI agency. The four practices below cover every Tier-1 enterprise requirement we accept as scope — and nothing else.
02 ━━
Enterprise RAG
Secure document ingestion pipelines, vector storage, evals, hybrid retrieval. Your model never leaves your perimeter. Hallucinations bounded by source.
03 ━━
Autonomous Agents
Multi-agent orchestration grounded in ERPs and core systems. Human-in-the-loop on every high-stakes action. CrewAI, LangGraph, custom orchestrators.
04 ━━
AIOps & SDLC
AI inside your engineering pipeline: copilots with guardrails, pipeline auto-repair, cost optimization, eval-driven deploys. Software 2.0 in production.
03 — Engagement
The AI Opportunity Sprint.
Three narrow doors. Each ends in a decision, not in inspiration. Each converts into a governed pilot, not a slide deck.
Fixed price · 2 weeks
Paid Discovery
When ambition is high but processes and data are confused.
- Process and data map of the candidate domain
- Ranked opportunities with business impact and risk
- Pilot plan with owners, evals and success criteria
- Governance gap report (ISO 42001, EU AI Act, LGPD)
- GO / NO-GO recommendation with budget envelope
See discovery scope
Fixed price · 30 days
Quick Win Productized
When the pain is repeatable and a similar system already exists.
- Functional prototype on your stack within 30 days
- Connected to one real internal system (CRM, ERP, knowledge base)
- Eval suite measuring business metric, not just model accuracy
- Human-in-the-loop where stakes are real
- Integration backlog and retainer path
See sample deliverables
Fixed price · 1 day
Executive Workshop
When the team is curious but immature on AI governance and adoption.
- Half-day with execs + ops + IT, on-site or remote
- Common vocabulary on RAG, agents, evals, governance
- Internal use-case candidates triaged with us
- Readiness survey scored on the spot
- Choice of next step: discovery, quick win or retainer
Book a workshop
Then: monthly retainer, not horas faturáveis.
AI systems decay without maintenance. We move to a managed retainer covering RAG base updates, guardrail audits, API cost optimization and quarterly fine-tuning. Software-style billing on top of consultancy outcomes.
04 — Why us
A Swiss legal base. An archive that already runs the math.
Terraris.ai is not a brand-new startup. We are the AI vertical of a Swiss GmbH established in Zug, with a 25-year operational legacy. Before publishing this site, we wrote 436,028 words of internal research on enterprise AI, mapped 32 reference vendors and benchmarked our methodology against Deloitte AI, LeewayHertz, JADA and Yaitec. The evidence is the methodology, not the brochure.
Internal research
436K words
On AI corporate strategy, governance, RAG, agents and ERPs. Not derivative content.
Reference vendors mapped
32
Active benchmark library across governance, RAG, agents, AIOps boutiques and Big-4 advisors.
Compliance frameworks
6
EU AI Act, GDPR, LGPD, ISO 42001, NIST AI RMF, SOC 2 — embedded in every engagement model.
Geographies served
3
Europe (Switzerland HQ), Middle East (Dubai presence), LATAM (Brazilian operational reach).
05 — Contact
Skip the proof-of-concept theater. Start with a Sprint that ends in a decision.
Pick a 30-minute exploratory call. We will arrive with a sample discovery brief tailored to your stack and region. If we do not fit, we say so on the call. Swiss directness.