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AI & DATA / AI ADOPTION

AI discovery and adoption

Find the work
AI can change.

Clarify the current situation and objectives, the AI and human responsibilities, required data and priorities.

Discuss this serviceView deliverables
Concept visual of data paths converging on a blue core
FOR
Companies defining their AI direction
PHASE
AI adoption
ESTIMATE
Proposed individually after confirming scope
PARTNERSHIP

Snowflake partner

Snowflake
TECHNOLOGY

Google Cloud

BigQueryCloud RunCloud SQL

FROM WORKFLOW TO DELIVERABLES

How we work ↗
  1. 01Understand the workflow
  2. 02Identify candidate use cases
  3. 03Review feasibility and risks
  4. 04Propose an adoption approach

01 SCOPE & DELIVERABLES

What this engagement delivers.

Use the following as a starting point to agree on deliverables for your workflow and requirements.

01

Workflow and challenge definition

02

AI opportunities and priorities

03

Data requirements and information-management issues

04

Proposed next phase

If available,
bring these to the conversation.

  • Current workflows and documents
  • Challenges to address
  • Stakeholders and expected users

Incomplete documentation is fine. Start by describing your current situation.

02 PROJECT FLOW

A visible path to delivery.

  1. 01

    Understand the workflow

  2. 02

    Identify candidate use cases

  3. 03

    Review feasibility and risks

  4. 04

    Propose an adoption approach

Decision point

Choose a promising workflow and agree on the PoC scope and evaluation criteria.

03 ENGAGEMENT

Define the scope before starting.

Cost, timing and terms are proposed after confirming scope and the team required.

A CLEAR FIRST STEP

The scope you need.
An informed decision to start.

Tell us about your objectives and current situation.
We will propose a clear scope, deliverables and approach.

Discuss scope and estimates
  1. 01

    Contact

    Start with your current situation and challenges, even before requirements are defined.

  2. 02

    Review scope, deliverables and estimates

    Review work, cost, timing and exclusions. Additional work is discussed before it begins.

  3. 03

    Start with the agreed phase

    Confirm the terms before starting. Subsequent phases depend on results and business needs.

04 QUESTIONS

Start with your questions.

Q.Can we commission only a PoC?

Yes. We agree on the validation scope, evaluation method and deliverables. The production decision can follow the results.

Q.Can we start if our data is not organized?

We first review data locations and formats. If preparation is needed, we propose that scope separately from AI development.

Q.Do we need both Snowflake and Google Cloud?

No. We assess the existing environment, volumes, access needs and operating structure to choose an appropriate architecture.

Questions about engagement and estimates

05 NEXT STEP

Explore what comes next.

PROOF OF CONCEPT

AI proof of concept

Prototype and evaluate with a defined workflow and dataset. Assess quality, processing time and operational effort to inform production investment.

AI and data analytics services