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Line I

Strategy, measured pilot, and governance to scale

We prioritize use case, ROI, and risk before the big build. Pilot with metrics, LGPD, and operations designed from the start.

  • AI Operations Map with prioritized use case and estimated ROI
  • Limited proof with accuracy, latency, and cost metrics
  • Production architecture: human approval, observability, and rollback

Where to startAI Operations Map

Book a conversation

Tell us your Start with a Plan scenario. Our team will reach out to find the best time.

No commitment. We only use your data to answer this request.

Pains we solve

If any of these sounds familiar, the conversation is worth it.

  • Client wants 'AI' without use case — risk of pretty demo and zero ROI.
  • Proof worked in demo but scale stalls on cost, LGPD, or hallucination.
  • Nobody knows who approves prompt, model, or integration in production.

What we build

  • AI Operations Map with prioritized use case and estimated ROI
  • Limited proof with accuracy, latency, and cost metrics
  • Production architecture: human approval, observability, and rollback
  • AI usage policy, LGPD, and audit trail
  • MLOps/LLMOps roadmap and stack selection (cloud or on-prem)

How we deliver in practice

Rational AI investment

The problem
Cautious leadership; hype versus real operations.
What we do
AI Operations Map with prioritized use case, limited proof, and metrics before full system.
What changes
Phase 2 approved with accuracy and cost evidence — not a trend slide.

Map before the fire

The problem
Point integrations; IT fights fires without criticality or owner view.
What we do
Process, data, and integration diagnosis: origin, destination, owner, frequency, and plan B — with quick-win prioritization and governance.
What changes
Leadership and IT decide what to build first with shared map; serious agent or channel born on clear foundation.

AI that survives in production

The problem
Generic model hallucinates on sensitive data or industry jargon.
What we do
Architecture with usage limits, versioning, observability, cost per transaction, and rollback.
What changes
Solution enters the shop floor with runbook; operations knows who approves, monitors, and reverts versions.

Next step

Shall we talk about it?

Tell us your scenario. We come back with a first path, no commitment.

  • No-commitment conversation
  • Clear scope before you sign
  • Everything stays yours, no lock-in

Book a conversation

Tell us your Start with a Plan scenario. Our team will reach out to find the best time.

No commitment. We only use your data to answer this request.