AI Factory for SMBs & mid-market

Build a governed and industrialized in-house AI capability

The GEOVTC AI Factory turns AI experimentation into a production line: a framework, a catalog, reusable agents, and business-value steering.

Launch my AI Factory
Why an AI Factory

From isolated AI POCs to mastered industrialization

Most AI projects in SMBs and mid-market companies remain at the POC stage. The AI Factory installs the methodological, technical, and organizational framework needed to scale sustainably.

An aligned AI strategy

Your AI use cases are prioritized against your business strategy, operational maturity, and expected ROI.

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Reusable agents

A shared catalog of agents and components avoids reinventing the wheel for every new use case.

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Measurable value

Every production agent is steered through indicators of value, usage, and service quality.

The 6 pillars

The 6 pillars of your AI Factory

GEOVTC structures your AI Factory across six complementary dimensions, from strategic steering to technical industrialization.

1

AI Governance

Steering committee, sponsors, roles & responsibilities, decision process, risk and trade-off tracking.

2

Use-case catalog

Identification, effort × value scoring, prioritization, sequencing, and backlog management of AI agents to deliver.

3

Agent architecture

Technical choices, Skills / Memory / Tools / Guardrails components, system connectors, integration standards.

4

Security & human control

Technical and functional guardrails, audit trail, access management, compliance, escalation and human validation.

5

Value steering

Business indicators per use case, ROI measurement, operational monitoring, continuous improvement loop.

6

Progressive industrialization

Standardized delivery methodology, configuration factory, deployment, monitoring, and learning capitalization.

Approach

A progressive and steerable rollout

GEOVTC supports you step by step: no big bang, no overclaim. A controlled ramp-up, with progressive autonomy for your teams.

  • Phase 1 · Scoping — governance, sponsors, first opportunities
  • Phase 2 · 1st agent — proof of value on a real case
  • Phase 3 · Industrialization — methodology & catalog
  • Phase 4 · Autonomy — internal team upskilling

What you take away

  • An operational AI governance
  • A first AI agent deployed in production
  • A prioritized use-case catalog
  • An upskilled internal team
  • A replicable methodology for the next ones

Ready to structure your AI Factory?

A 30-minute scoping call to assess your maturity, identify your first high-impact use case, and sketch the outline of your AI Factory.