Data Strategy & Architecture
Translate business priorities into a practical data roadmap, target architecture, operating model, and scalable technology foundation.
- Data maturity assessment
- Platform roadmap
- Cloud and hybrid architecture
Data Engineering, Analytics & Compliance
Build a trusted data foundation for analytics, AI, and regulatory readiness.
TRUSTED DATA. MEASURABLE IMPACT.
Turn fragmented data into decisions you can trust
FIX Partner designs, modernizes, and operates secure data platforms—from integration pipelines and cloud data lakes to enterprise warehouses, business intelligence, and AI-ready foundations.
We combine business context, engineering depth, governance, privacy, and auditability so your teams can use data confidently without compromising security or applicable regulatory obligations.
Talk to a Data ArchitectOne governed data lifecycle
1Connect
2Store & Govern
3Analyze
4Activate for AI
CAPABILITIES
From raw data to business intelligence
A complete service portfolio covering strategy, engineering, platforms, analytics, governance, AI readiness, and operations.
Data Engineering & Integration
Connect fragmented applications and databases through reliable batch, real-time, ETL/ELT, CDC, and streaming pipelines.
- Pipeline engineering
- API and database integration
- Legacy data migration
Data Lake & Lakehouse
Create scalable storage for structured and unstructured data, analytics, machine learning, and governed self-service access.
- Raw and curated data zones
- Metadata and cataloging
- Lifecycle optimization
Enterprise Data Warehouse
Establish a reliable source of truth across finance, sales, operations, customer service, and management reporting.
- Dimensional modeling
- Data marts
- Warehouse modernization
Business Intelligence & Analytics
Turn trusted data into executive dashboards, operational reporting, predictive insights, and measurable business actions.
- KPI frameworks
- Self-service BI
- Embedded and predictive analytics
Data Governance & Quality
Make data accountable, discoverable, traceable, and reliable through governance roles, quality controls, and lineage.
- Ownership and stewardship
- Data quality scorecards
- Audit-ready lineage
AI-Ready Data Foundation
Prepare governed data for machine learning and generative AI, including RAG, vector search, and unstructured documents.
- Document ingestion
- Vector databases
- AI data quality monitoring
Data Platform Operations
Operate pipelines and platforms with observability, cost controls, backup, recovery, and continuous performance tuning.
- Pipeline monitoring
- Cloud cost optimization
- Backup and recovery
PRIVACY & COMPLIANCE READINESS
Governance designed for global requirements
We design platforms with privacy, security, and auditability built into the architecture, helping organizations address applicable regulatory and contractual requirements.
European Union
GDPR-aligned privacy by design, data minimization, purpose limitation, retention, erasure, portability, and cross-border transfer controls.
GDPREU AI Act readinessNIS2 / DORA considerations
Vietnam
Controls supporting personal and sensitive data protection, consent, processing purposes, data subject requests, and cross-border transfer documentation.
Decree 13/2023/ND-CPCybersecurity LawDecree 53/2022/ND-CP
United States
State- and sector-aware data controls for access, deletion, opt-out, sensitive data, breach response, and vendor governance.
CCPA / CPRA readinessHIPAA and GLBA considerationsSOC 2 / PCI DSS controls
Regulatory compliance depends on each organization's role, processing activities, policies, contracts, and legal obligations. FIX Partner provides technical and operational readiness support; this service does not constitute legal advice or a guarantee of compliance.
SECURITY BY DESIGN
Protect data across its entire lifecycle
Controls are mapped to data sensitivity, user roles, system boundaries, and operational risk—not added as an afterthought.
Encryption in transit and at rest
Least-privilege access
Masking and tokenization
Row- and column-level security
Immutable audit logging
Secrets and key management
Backup and disaster recovery
Environment separation
Expected outcomes
- A governed single source of truth
- Faster, more reliable decision-making
- Reduced manual reporting effort
- Improved data quality and traceability
- Scalable analytics infrastructure
- Faster preparation for AI initiatives
- Stronger privacy and security controls
- Improved audit and regulatory readiness
DELIVERY APPROACH
Move from strategy to operational value
Discover
Assess business goals, sources, reporting gaps, data quality, security risks, and regulatory scope.
Design
Define the target architecture, data models, governance, controls, and migration roadmap.
Build
Engineer pipelines, storage, warehouses, analytics, cataloging, monitoring, and access controls.
Validate
Verify quality, reconciliation, lineage, performance, resilience, security, and control evidence.
Operate & Improve
Monitor reliability and cost, resolve incidents, refine data products, and expand high-value use cases.
Build a data foundation your business can trust
Assess your current data platform, identify the highest-value opportunities, and create a practical roadmap for analytics, AI, and compliance readiness.
DELIVERY PROOF
Experience, delivery discipline, and capabilities
Facts and capabilities drawn from FIX Partner's public company information and the service scope on this page.
49+
Team members
9+
Years of experience
Vietnam + Global
Delivery coverage
How delivery moves forward
- 1Discovery
- 2Design
- 3Build
- 4QA
- 5Launch
- 6Support
Capabilities for this engagement
Data pipelines and warehouses
Dashboards and reporting
Data quality controls
Governance and access design
Analytics platform integration
ADDITIONAL INFORMATION
A delivery partner built around your next step
Whether you need a focused specialist, a project team, or a long-term delivery partner, FIX aligns the people, capabilities, and delivery plan to your goals.
Flexible team size
From one specialist to a cross-functional delivery team.
Join at any stage
Discovery, delivery, modernization, release, or support.
2–4 week kickoff
Typical start target after scope and team requirements are confirmed.
ENGAGEMENT MODELS
Choose the engagement model that fits your delivery needs
Start with the right level of ownership, flexibility, and team capacity for your initiative.
Dedicated Development Team
A stable, cross-functional team aligned to your product roadmap and delivery goals.
View model detailsIT Staff Augmentation
Add the engineering, QA, AI/data, or cloud specialists your team needs now.
View model detailsProject-Based Outsourcing
Deliver a defined scope with clear milestones, quality gates, and handover.
View model detailsFAQ
Frequently asked questions
What data engineering and analytics services do you provide?
We design data pipelines, warehouses, dashboards, reporting layers, governance workflows, and analytics foundations that make business data usable and reliable.
How can data engineering improve reporting accuracy?
A well-designed data pipeline standardizes source data, validates transformations, documents definitions, and provides trusted metrics for dashboards and decisions.
Can you support data governance and compliance requirements?
Yes. We can define data access, retention, lineage, quality checks, documentation, and controls that align with your compliance and operational needs.