Technova Partners
Enterprise Data Strategy

Transform Your Data into Competitive Advantage

60% of AI projects fail due to poor data foundations. We help you build data foundations prepared for the future.

Data Strategy Consulting

The Data Strategy Challenge

18%
of organizations have the governance maturity needed for modern data architectures
Source: Thoughtworks 2026

Fragmented data silos across departments preventing a unified business view

Data not ready for AI: 60% of AI projects fail due to poor data quality

Governance vs innovation tension: CDOs forced to prioritize compliance over value

Lack of unified vision: 53% of organizations lack talent to operationalize data strategies

Our Methodology

Framework based on DAMA DMBOK and DCAM

1

Assess

Data maturity evaluation and current state diagnosis

2

Architect

Strategy design and transformation roadmap

3

Implement

Governance and data quality programs

4

Optimize

Continuous improvement and evolution

Our Services

Comprehensive data strategy services for enterprise transformation

Data Governance

Policies, standards and controls for effective corporate data management. Accountability and ownership frameworks.

Data Architecture

Modern architecture technical design: data mesh, data fabric, lakehouse. Technology decision guidance.

AI/ML Data Readiness

Data preparation for generative AI and machine learning. Quality assessment and feature engineering.

Data Quality

Quality frameworks and continuous measurement. Quality KPI definition and validation automation.

Master Data Management

Single source of truth creation for master entities. System synchronization and golden records.

Data Literacy

Data culture and training. Data literacy programs for technical and business teams.

Measurable Results

180%
ROI in 3 years
(BayOne 2025)
10.3x
ROI with AI integration
(Gartner)
30%
Operational efficiency improvement
90 days
First results

Industry Applications

Financial Services

Risk management, regulatory compliance, 360° customer view

Healthcare

Patient analytics, GDPR/HIPAA compliance, interoperability

Retail

Customer insights, inventory optimization, personalization

Thought Leadership

Preparing for the 2026 Data Landscape

Hybrid Architecture

Data Mesh + Data Fabric: the best of both worlds for scalability and governance

Data for Agentic AI

Data preparation for the next generation of autonomous AI agents

CDO Evolution

The CDO role evolves towards CDAAO: Chief Data, Analytics & AI Officer

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