Implementation Solutions
KEYSTONE

Tech Stack Transformation

Build the foundation for AI.

A comprehensive program that modernizes your data infrastructure, establishes AI platform capabilities, and clears technical debt blocking adoption.

Duration6-18 months
InvestmentUSD $150,000 - $400,000
Best forOrganizations with infrastructure limitations

THE CHALLENGE

Sound familiar?

Our technology infrastructure simply can't support AI — it's too outdated.

Our data infrastructure is fragmented and AI initiatives keep failing because of it.

We need to rebuild our technical foundation before any AI project can succeed.

Technical debt is so deep that every AI initiative gets blocked by infrastructure issues.

We have no MLOps capability — we can't deploy or manage AI models properly.

Trusted by enterprises across Southeast Asia

Financial Services
Healthcare
Education
Manufacturing
Professional Services
Government

OUTCOMES

What you'll achieve

Problems you'll solve

  • Technology infrastructure not capable of supporting AI workloads
  • Fragmented data infrastructure preventing AI effectiveness
  • Technical debt blocking all AI initiative progress
  • No MLOps, model management, or AI platform capabilities

Value you'll gain

  • AI-ready foundation: Infrastructure that enables current and future AI initiatives
  • Data excellence: Clean, accessible, well-governed data flowing to AI systems
  • Platform capabilities: MLOps, model management, monitoring, and scaling infrastructure
  • Future-proof: Technical foundation supporting years of AI innovation and growth

OUR PROCESS

How we deliver results

Step 1

Assessment

We analyze your current state, stakeholder needs, and define success criteria.

Step 2

Design

We create a tailored approach based on your specific context and objectives.

Step 3

Execute

We work alongside your team to implement changes and build capabilities.

Step 4

Embed

We ensure knowledge transfer and sustainable practices before handoff.

What you'll receive

  • Technology Assessment
  • AI Platform Architecture
  • Data Infrastructure Design
  • Implementation Roadmap
  • Migration & Build Services

Best for

Organizations with infrastructure limitations

IS THIS RIGHT FOR YOU?

Finding the right fit

This is ideal for you if...

  • Organizations with legacy technology blocking AI adoption
  • Companies needing modern data infrastructure for AI workloads
  • Enterprises wanting to build internal AI platform capabilities
  • Organizations with significant technical debt preventing innovation

Consider another option if...

  • Companies with modern cloud infrastructure already in place
  • Organizations wanting a quick AI win (start with a pilot first)
  • Small businesses without complex technology requirements

See yourself in the list above?

Let's Talk

ENGAGEMENT PHASES

How we work together

1

Technology Assessment

3 weeks

Key Activities

  • Comprehensive audit of current technology stack and infrastructure
  • Data architecture and quality assessment
  • Technical debt inventory and impact analysis
  • Cloud readiness and modernization opportunity assessment

Deliverables

  • Technology Assessment Report
  • Data Architecture Review
  • Technical Debt Inventory
2

Architecture Design

4 weeks

Key Activities

  • Design target-state AI-ready architecture
  • Define data platform and pipeline architecture
  • Plan MLOps and model management capabilities
  • Create migration and modernization roadmap

Deliverables

  • Target State Architecture Document
  • Data Platform Design
  • MLOps Capability Plan
  • Migration Roadmap
3

Build & Migrate

3-6 months

Key Activities

  • Implement core platform components and data pipelines
  • Migrate workloads to modernized infrastructure
  • Deploy MLOps tooling and monitoring capabilities
  • Execute in phased sprints with regular stakeholder reviews

Deliverables

  • Modernized data infrastructure
  • AI platform with MLOps capabilities
  • Migrated workloads and applications
4

Optimize & Handoff

4 weeks

Key Activities

  • Performance tuning and cost optimization
  • Comprehensive team training on new infrastructure
  • Operations documentation and runbook creation
  • Knowledge transfer for ongoing internal management

Deliverables

  • Performance optimization report
  • Operations documentation and runbooks
  • Team training and certification

HOW WE ENGAGE

Our approach to partnership

Engagement Model

Assessment and design phases are fixed-fee. Build phase is time-and-materials with monthly caps, weekly reporting, and sprint-based delivery. Quarterly scope reviews to adjust priorities based on progress and business needs. Long-term commitment with flexible resourcing.

Risk & Governance

  • NDA & Confidentiality

    All work conducted under NDA with enterprise-grade protocols

  • Your data stays on your infrastructure

    We work with anonymized samples only when data access is needed

  • Legal & compliance review

    All deliverables undergo your legal/compliance review before finalization

  • Professional liability insurance

    ISO 27001-aligned practices with full coverage

  • References available

    Client references provided upon request

EXPLORE MORE

Other Implementation solutions

WHAT COMES NEXT

Recommended next steps

COMMON QUESTIONS

Frequently asked

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