Services · Production AI Delivery

From AI POC to production.

Productive helps enterprises move from one real AI use case to a working production capability through a focused, execution-led deployment model.

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The Deployment Model

Begin small. Prove value. Move forward on evidence.

We begin small, connect to real systems where possible, start read-only, measure value, pilot with users and move to production after evidence is clear.

  1. 01
    Discovery

    Two focused sessions with business, technology, security and end users.

  2. 02
    Use Cases

    Select 1–2 real workflows with visible business value.

  3. 03
    POC

    Fast build connected to real systems — usually read-only first.

  4. 04
    Pilot

    Test with a small user group. Measure adoption, accuracy, time saved.

  5. 05
    Production

    Harden, document, monitor, govern and hand over.

  6. 06
    Scale

    Expand the use case or move to the next workflow, based on evidence.

Target Timeline

Intentionally fast.

Discovery
2 focused sessions
POC
A few concentrated days
Pilot
A few days, focused user group
Production
Typically 1–2 weeks (focused scope)
Scale
Ongoing expansion & improvement

Timelines depend on system access, data availability, security review and scope.

Real Systems, Read-Only First

Not an isolated demo.

Wherever possible, a Productive POC connects to the client’s real systems and workflows. The first integration is usually read-only — reducing risk while proving feasibility, data access, workflow fit and user value.

Your enterprise systemsCRM · ERP · DOCS · DATA
READ-ONLYControlled access · no writes · governed
AI POCProves feasibility, fit and value

What Production Includes

Not a demo. A handover package.

The client receives a path from real workflow to AI-enabled capability, with the evidence required to expand.

▪Working solution and source code
▪Technical documentation
▪Runbooks and operating procedures
▪Monitoring and observability setup
▪Evaluation framework and success metrics
▪Security and governance documentation
▪Training and handover
▪Expansion roadmap

PRODUCTIVE COMBINES DELIVERY MANAGEMENT, ENGINEERING AND PRODUCTION IMPLEMENTATION EXPERIENCE.

One workflow. One POC. Real evidence.

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