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READING INSTRUMENT · 01

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The thread of the journey

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AI CONSULTING

AI Consulting
from idea to an operable system

We scope AI, data, cloud and software products around a concrete need. The engagement brings together architecture, integration, verification and handover, with an explicit scope and decision criteria.

Start a conversationRead the method

What the foundation changes

01

Scope

A problem, scope, constraints and decision criteria that can be shared by the team.

02

Design

An architecture that connects data, software, cloud and real working practices.

03

Verify

Demonstrations and verification matched to project risks before the scope expands.

04

Deliver

Usable, documented increments integrated at a pace agreed with your teams.

05

Steer

Technical and consumption choices informed by usage, costs and operating constraints.

Our Approach

Four phases, deliverables at every step. Risk shrinks as value proves itself.

  1. 01

    Audit & Scoping

    Analysis of your data, processes and objectives. Scoping identifies the high-potential ground and sizes the project.

  2. 02

    Proof of Concept (POC)

    A prototype on a limited scope to test technical assumptions, data and working practices before committing to a broader phase.

  3. 03

    MVP & Industrialization

    Development of the minimum viable product on an architecture that carries growth. Integration into your ecosystem, MLOps pipelines in place.

  4. 04

    Production & Optimization

    Preparation for go-live, appropriate instrumentation, documentation and feedback review to decide what comes next.

Deliverables

  • 01Technical and strategic audit report
  • 02Documented and versioned source code
  • 03Technical architecture and diagrams
  • 04Configured CI/CD and MLOps pipelines
  • 05API documentation and integration guides
  • 06Supervision and alerting dashboards
  • 07Technical team training
  • 08Post-deployment support

Key Technologies

PyTorchJAXTransformersvLLMTensorRT-LLMTriton Inference ServerRayLangGraphLlamaIndexHugging FaceReactNext.jsTypeScriptNode.jsBunGoRustFastAPIgRPCPostgreSQLAWSGoogle CloudCloud RunKubernetesTerraformPulumiArgo CDGitHub ActionsIstioOpenTelemetry

Frequently Asked Questions

NeuroVista, Paris

Scope your next product

Share the need, context and constraints and we will prepare an initial scoping conversation.

Contact us