Data management
Create a connected, dynamic data engine that keeps every team aligned and moving
How we help
We partner with you to build a clean, unifying data environment with rigorous quality controls, clear lineage, and business-ready logic – so every user, every decision has the right direction. Flexible by design, systems scale with your growth, adapt to new sources, and evolve with AI and market demands.
Build the right data strategy
- Strategy and roadmap
- Targeted, high-value data sourcing
- Scalable warehouse selection
- Future-state optimization
Connect, manage and govern data
- Data aggregation
- Master data management
- Data quality monitoring and governance
- Account hierarchy and affiliations
Drive intelligence and value
- GenAI and Agentic AI-ready data
- Role-specific, contextual intelligence
- Intuitive, decision-ready visualizations
- Next-best-action recommendations
Strategy
Data and Analytics
Technology
Execution
The Beghou Arc Platform
The modern commercialization platform - configurable to your situation, grounded in data excellence and life sciences best practices.
Start with your need. Connect to anything. Evolve on your terms.

How our clients drive trust and impact
Pre-built connectors and business rules for life sciences data sources
Data quality checks
customizable data models
When I started at this company, we shared a vision of launching with data and analytics at the center of everything we do. Two years later, our vision has largely come to life – and Beghou has been a key part of making that happen.![]()
What it looks like in action
We drive commercialization that works. How we do that always depends on you, your patients, and your business, but these are a few of our use cases.
Data strategy
A robust data strategy scales with your needs, aligning stakeholder pain points, usage patterns, and future priorities across functions.
- Data strategy and roadmap design
- Data sourcing, procurement, and vendor management
- Commercial data warehouse selection and master data management (MDM) strategy
- Identification of gaps between current state and future desired state

Data aggregation
A unified view of your data enables your teams to access the insights they need. We help you streamline data aggregation with our end-to-end solutions and collaborative approach throughout the entire process.
- Pre-built data models, mapping templates, and frameworks that speed implementation
- Advanced scenario testing and predefined KPIs and rules
- Layered QA approach across ingestion, transformation, and consumption
- Seamless data integration and reporting from multiple sources, processed daily/weekly

Data warehousing
We help you establish a secure, flexible data warehouse that makes reporting and analytics easy. You can enjoy reliable data quality from the start, with room to grow as your needs change.
- Clear, transparent, and scalable data environment for all your users
- State-of-the-art tech and security for consistent, reliable access
- Seamless integrations using pre-built connectors and business rules
- Quality assurance across the board, from data ingestion through delivery

Data quality and governance
We help you ensure your data is clean, consistent, and well-managed, so your teams can make confident, data-driven decisions.
- Data hygiene and harmonization for advanced analytics and AI readiness
- Complete data oversight via tracking tools, audit trails, and regular QA reviews
- Dashboards and reporting of errors and vendor details
- Configurable thresholds and email alerts for detected issues

Master data management
We help you get a clean, connected view of all your customers, tailored for your needs so your team always has the right details at their fingertips.
- GenAI-assisted entity resolution and hierarchy management
- Intelligent data standardization for HCPs, HCOs, and addresses
- System and data integrations, both upstream and downstream
- Highly configurable, automated workflows for data stewardship

Our approach
Managing data in life sciences requires more than technical skill. It takes domain expertise and an understanding of how strategy connects to execution.
Our senior teams design data foundations that reflect your business, support real-world use, and scale with you over time.
Uncompromising data rigor
You get consistently accurate, audit-ready data thanks to rigorous validation protocols, harmonized business rules, and domain-specific quality checks built into every layer.
Your teams have fewer downstream errors, stronger insights, and greater confidence in every decision.
Proven accelerators, tailored to your business
Commercial tech accelerators built on 30+ years of best practice.
Field-tested, effective, and tailored to your strategy, therapy area, and team structure. Deployed to fit your IT environment and scale as you grow
Transparency that builds trust at every level
Your teams get data they can understand and rely on, backed by clear rules, traceable logic, and strong governance.
From the field to IT, everyone sees the same truth and knows how to act on it.
Senior experts from start to finish
Your project is led by senior data leaders from day one - bringing strategic insight, technical depth, and long-term continuity.
You get faster ramp-up, fewer handoffs, and solutions that actually stick.
Meet our team
When you team up with Beghou on data management, you'll work directly with one of our expert Partners. Each one has years of experience and deep knowledge of the area, so you're in good hands for the long run.

Justin Khalifa
Partner

Jason Stephani
Partner

Vishal Singal
Partner
Resources and insights
Navigating the healthcare data swamp: 4 steps to a scalable data ecosystem
Get Your Data Ready For AI
Emerging Biopharma Data and Analytics Roadmap
Make your data work harder for you
We’ll help you clean, align, and activate your data, turning a patchwork of systems into a coordinated advantage.