Mastering Data Governance with Microsoft Purview for end-to-end data lineage

Mastering Data Governance: Unlocking End-to-End Data Lineage with Microsoft Purview

In today’s data-driven economy, organizations are under immense pressure to manage, secure, and maximize the value of their data assets. Mastering Data Governance with Microsoft Purview ensures that every interaction, transaction, and business decision creates data that must be tracked, understood, and trusted. Yet, without visibility into where that data comes from, how it changes, and where it flows, organizations face risks ranging from compliance failures to poor decision-making.

This is where data governance becomes critical. A strong governance framework provides the foundation for trust, compliance, and innovation. At the heart of this framework lies data lineage, the ability to trace data across systems, from origin to destination, with full transparency. Increasingly, businesses are strengthening their approach through Data governance with Microsoft Purview, which unifies visibility and control across hybrid ecosystems.

What Is Data Lineage?

Data lineage is the process of tracking the journey of data over time, detailing where it originated, how it has been transformed, and where it ends up in your systems. It provides a transparent record of every step data takes within the data pipeline, including ETL or ELT processes, so organizations can observe how data flows, evolves, and is consumed. This enables accurate validation for consistency and accuracy.

Explaining what data lineage is with Microsoft Purview for transparent governance

By leveraging Data Lineage with Microsoft Purview, enterprises gain automated tracking that not only documents transformations but also simplifies compliance, discovery, and operational analysis across the entire data landscape.

Why Is Data Lineage Critical?

  1. Ensuring Data Quality & Trust
    Data lineage provides clarity and accountability by documenting each transformation and movement of data. This enables teams to confidently trust data insights and enables validation of data integrity.
  2. Accelerating Error Diagnosis & Troubleshooting
    When there’s a data anomaly or discrepancy, lineage serves as a breadcrumb trail—helping teams trace issues back to the root cause quickly and accurately.
  3. Supporting Regulation & Compliance
    Many regulations demand full transparency over data usage, transformation, and storage. Data lineage provides comprehensive audit trails, enabling easy validation of compliance with legal and industry mandates.
  4. Facilitating Impact Analysis
    Before making changes to data pipelines, knowing how changes will propagate downstream is crucial. Data lineage allows teams to map dependencies and understand potential ripple effects.
  5. Boosting Collaboration & Data Discovery
    Lineage bridges gaps between technical teams and business users. It enables better discovery of data assets, shared context, and improved coordination across stakeholders.

When combined with Master Data Management in Microsoft Purview, organizations also ensure consistency of core business entities across systems, amplifying the value of lineage and governance.

The Challenge: Fragmented Data Environments

Enterprises today face the complexity of hybrid and multi-cloud ecosystems. Data lives in legacy on-premises systems, cloud warehouses, SaaS applications, and unstructured formats. Traditional tools struggle to stitch together this fragmented landscape. This resulted in the gaps in governance, blind spots in lineage, and inefficiencies that slow down data initiatives.

Organizations need a solution that not only automates data lineage capture but also integrates seamlessly across diverse platforms.

The Power of Automated Data Lineage with Microsoft Purview

One of the most powerful advancements in governance is the integration of automated data lineage capabilities with Microsoft Purview, a leading platform for enterprise data governance.

The Power of Automated Data Lineage with Microsoft Purview

By connecting automated lineage extraction tools with Purview, organizations gain:

  • End-to-end visibility across structured and unstructured data, whether on-prem or in the cloud.
  • Real-time synchronization of lineage into Purview’s governance environment.
  • Unified metadata management, allowing teams to search, classify, and track assets from a single pane of glass.
  • Flexibility and scalability, with options to run syncs as frequently as needed, from daily to monthly, depending on organizational requirements.

This integration ensures that governance is not a static exercise but a living, continuously updated view of the organization’s data ecosystem. For organizations looking to future-proof compliance, adopting Mastering Data Governance with Microsoft Purview enables a scalable, strategic, and sustainable framework.

Hybrid-Friendly and Future-Proof

A common misconception is that advanced lineage solutions are cloud-only. In reality, modern governance platforms are hybrid-friendly, capable of extracting lineage from both on-premises systems and cloud-native environments.

This flexibility ensures organizations don’t need to abandon existing investments in traditional infrastructure. Instead, they can evolve governance gradually, creating a unified view across legacy and modern systems.

Business Benefits: Why This Matters to You

The benefits of mastering end-to-end data lineage extend far beyond compliance checkboxes. Organizations that embrace automated lineage and integrated governance frameworks see tangible business outcomes, including:

  1. Improved Trust and Transparency
    Business leaders and analysts gain confidence that data is accurate, consistent, and auditable.
  2. Reduced Risk and Faster Compliance
    Audit trails are built automatically, reducing the time and cost of meeting regulatory requirements.
  3. Operational Efficiency
    IT teams spend less time manually mapping and documenting lineage, freeing them to focus on innovation.
  4. Faster Time-to-Insight
    Analysts and data scientists can quickly understand dependencies, accelerating new reporting, analytics, and AI projects.
  5. Scalable Governance for Growth
    As organizations expand into new markets or adopt new technologies, automated lineage ensures governance grows with them.

Real-World Use Case

Consider a global enterprise with thousands of reports across multiple business units. Without data lineage, a simple regulatory change could require weeks of manual investigation to identify which reports and datasets are impacted.

With automated lineage feeding into Microsoft Purview, the organization instantly sees every downstream dependency, from databases to dashboards. By also implementing Master Data Management in Microsoft Purview, this enterprise ensures all critical business entities remain synchronized and accurate, eliminating costly duplication and confusion.

The Strategic Advantage of Partnership

Implementing a modern data governance strategy requires more than technology, it requires expertise. Many organizations struggle with questions like:

  • How do we define a governance framework that aligns with business goals?
  • Which data assets should be prioritized for lineage tracking?
  • How do we integrate governance seamlessly into daily workflows?

By partnering with experienced data governance specialists, organizations gain not only the technology but also the strategic guidance to maximize their impact. From roadmap development to implementation and ongoing optimization, the right partner ensures your governance strategy delivers measurable results.

The Road Ahead: Building a Data-Driven Future

The demand for trustworthy, governed data will only increase as organizations embrace advanced analytics, artificial intelligence, and machine learning. Data governance is no longer optional, it’s a competitive advantage.

Those who master lineage and governance today will be positioned to:

  • Accelerate digital transformation initiatives.
  • Unlock the full value of AI and advanced analytics.
  • Build lasting trust with regulators, customers, and partners.

The integration of automated lineage with Microsoft Purview provides a future-proof foundation to meet these demands head-on. Forward-looking enterprises are already investing in Mastering Data Governance with Microsoft Purview to ensure resilience and long-term business growth.

Conclusion: Take the Next Step

End-to-end data lineage is not just about tracking metadata, it’s about empowering organizations with trust, transparency, and speed. By embracing automated lineage and integrated governance, businesses eliminate blind spots, reduce risks, and unleash the full potential of their data.

The next step is clear: move beyond fragmented governance efforts and embrace a holistic, automated approach. With the right technology and expertise, you can transform governance from a burden into a strategic enabler of growth and innovation. Partner with Prolifics today to unlock end-to-end data lineage and master your data governance journey.

Fueling Digital Transformation through Strategic Partnership

Fueling Digital Transformation: How Strategic Partnership and Innovation Revolutionized a Leading Enterprise’s Technology Ecosystem

In today’s fast-changing digital era, enterprises must modernize with speed, precision, and innovation. A global food service and support service leader partnered with us to transform its fragmented, high-cost, and compliance-driven technology landscape into a future-ready digital ecosystem.

Faced with legacy bottlenecks, regulatory deadlines like Natasha’s Law, and the demand for retail innovation, the company needed more than a vendor, it needed a trusted partner. Together, we drove a multi-year transformation journey that delivered 40% cost savings, 80% defect reduction, and breakthrough solutions such as cashierless retail, compliance-ready mobile apps, real-time analytics platforms, and IoT-powered workforce safety solutions.

From migrating mission-critical applications to AWS, building AI-driven Just Walk Out stores, and launching safety-first innovation, we enabled measurable impact across customer experience, compliance, and operational resilience. Each initiative was executed with zero delivery issues, on time and budget, proving the power of strategic collaboration.

This case study showcases how innovation-first thinking, deep technical expertise, and agile delivery can unlock growth, resilience, and competitive edge at scale.

Download the full case study now and discover how we can help you fuel your digital transformation.

Smart contract management case study for Comcast Government Affairs

Transforming Government Affairs with Smart Tracking and Proactive Alerts

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The Situation

Managing thousands of franchise agreements nationwide means even a single missed renewal can lead to compliance issues, service interruptions, and reputational harm. That was the challenge facing Comcast’s Government Affairs Division.

Agreements were scattered across folders, expiration dates slipped through unnoticed, and audits turned into a scramble for documentation. As the portfolio expanded, staying in control became even harder.

The Turning Point

Comcast needed a way to flip the script, from reactive fire drills to proactive confidence. That’s where Prolifics came in.

Our team architected a SharePoint-based contract management system designed for control and clarity:

  • Centralized repository with structured metadata for easy search
  • Proactive alerts and workflows that notify teams before renewals lapse
  • Custom dashboards to give leaders visibility into workload and compliance
  • Audit-ready organization with naming conventions, retention policies, and trails for every document change

The Result

The Government Affairs Division now operates with precision and peace of mind:

  • No more missed renewals
  • Audit readiness at any time
  • Streamlined, automated workflows
  • Recognition across Comcast as a model for effective agreement management

As one leader put it:

“Enable has been in constant communication with us, which allowed changes to the project to be made quickly and efficiently.”
— Michael Ruger, Vice President, Government Affairs, Comcast

Why It Matters

What once felt like a compliance headache has become a competitive advantage. Comcast isn’t just managing contracts; it’s leading with operational excellence.

Ready to take the stress out of contract management?

Turn your agreements into assets, not risks.

Let’s build your smarter system today

Databricks real-time streaming architecture with Apache Spark Structured Streaming

The Next Era of Streaming: Databricks Delivers Millisecond Latency with Apache Spark™

ORLANDO, Florida., August 28, 2025 – Databricks real-time streaming is accelerating data innovation. Recently, Databricks unveiled Real-Time Mode for Apache Spark™ Structured Streaming in Public Preview, ushering in an era of millisecond-level stream processing for mission-critical applications.

This breakthrough empowers businesses to transform their data response. From detecting fraud and personalizing content to serving real-time machine learning features, organizations can deliver results in tens of milliseconds through a single configuration change with zero code rewrites.

Why Real-Time Mode Matters

Until now, Spark Structured Streaming processed data in micro-batch blocks at scheduled intervals or availability bursts. Real-Time Mode removes this limitation. It continuously ingests and processes data as it arrives, leveraging an innovative streaming shuffle and concurrently scheduled execution stages. The result is the elimination of fixed batch delays and a significant reduction in coordination overhead.

Internal benchmarks report p99 latencies as low as single-digit milliseconds, with workloads ranging up to ~300 ms depending on complexity. In practice, this means analytics pipelines can now operate in true real time, unlocking unprecedented speed.

Real-World Applications Accelerated

Real-Time Mode enables a wide range of next-level operational use cases, including:

  • Fraud Detection: A global bank processes credit card transactions from Kafka in real time, flagging suspicious activity within 200 milliseconds without replatforming.
  • Live Personalization: OTT providers instantly update recommendations post-view, while e-commerce platforms recalculate offers dynamically to boost engagement.
  • Live Session Sync: Travel platforms stream users’ recent search history across devices, delivering instant personalized suggestions and autofill.
  • Real-Time ML Feature Serving: Food delivery apps update driver locations and prep times in milliseconds, enhancing ETA precision and customer experience.

These capabilities give organizations a decisive advantage by turning data into immediate, actionable insights.

Instant Adoption, Powerful Impact

For teams already using Structured Streaming, the transition is seamless. No rewrites are needed. By enabling Real-Time Mode in Databricks Runtime 16.4 (or above), configuring clusters in Dedicated Mode, and applying the RealTimeTrigger, businesses can leverage the power of real-time streaming while continuing to use the existing Structured Streaming API.

Ready to Experience the Future of Streaming?

This is the moment to leap ahead. Whether safeguarding financial transactions, boosting customer engagement, or fine-tuning AI responses, Real-Time Mode provides the ultra-low latency needed to compete in a real-time world.

Talk to Prolifics Today. Our experts will help you evaluate your streaming needs, design a tailored deployment strategy, and accelerate your journey with Databricks Real-Time Mode. Connect with us to transform your data into real-time decisions that matter.

About Prolifics Prolifics is a global technology solutions provider with over 47 years of expertise in empowering businesses through innovation and excellence. Specializing in digital transformation, AI, cloud, data, and automation, Prolifics partners with leading companies like IBM, Microsoft, Red Hat, EDB, AWS, and Google Cloud. From startups to global enterprises, Prolifics delivers tailored strategies that drive growth and measurable results.

Media Contact: Chithra Sivaramakrishnan | +1(646) 362-3877 | chithra.sivaramakrishnan@prolifics.com

Enterprise digital transformation with SAP services and consulting solutions

Transform Your Business with SAP Excellence

Full-stack SAP services for every module, powered by AI, engineered for ROI

In today’s fast-moving digital economy, enterprises need more than just technology, they need the right partner to help them maximize ROI, accelerate transformation, and drive innovation across every business function.

That’s where SAP’s comprehensive suite of modules comes in, from Finance and Supply Chain to HR, Customer Experience, Analytics, and beyond. But technology alone isn’t enough. The real advantage lies in how you implement, integrate, and modernize these solutions to fit your unique business needs.

At Prolifics, we combine deep SAP expertise with decades of industry experience to help enterprises:

  • Seamlessly integrate SAP modules across the enterprise
  • Unlock real-time data for faster, smarter decision-making
  • Modernize legacy systems without disruption
  • Leverage automation, AI, and cloud-native capabilities for scale

With a proven track record in digital transformation and enterprise modernization, we don’t just deliver SAP solutions, we deliver business outcomes.

Download our new SAP Brochure and discover how Prolifics can accelerate your transformation journey.

Partner with Prolifics. Power your business with SAP.

Prolifics AI-powered accelerators driving digital transformation and business automation

AI-Powered Accelerators by Prolifics: Use Cases, Benefits & Business Impact

AI-powered accelerators are specialised hardware and software components designed to fast-track complex AI workloads by processing massive datasets with speed and precision. As organisations embrace AI to gain a competitive advantage, they face challenges like high computational demands, latency issues, and infrastructure limitations. AI accelerators for faster digital transformation address these hurdles by enabling parallel processing, reducing model training time, and enhancing performance across machine learning and deep learning applications. Prolifics accelerators leverage advanced solutions to help businesses overcome technical barriers, scale AI initiatives, and drive digital transformation with AI. With deep industry expertise and ready-to-deploy frameworks, Prolifics empowers enterprises to unlock the full potential of AI with confidence.

what is an accelerators?

What Are Prolifics Accelerators?

Prolifics Accelerators are pre-built, modular tools born from decades of consulting excellence and hands-on digital transformation experience. They are more than templates, they’re tested solutions that:

  • Modernise legacy systems with minimal disruption
  • Automate complex workflows and QA pipelines
  • Fuel real-time decision-making with AI and intelligent analytics
  • Scale innovation through business automation accelerators, AI, and integration

Each accelerator is designed to solve real-world challenges quickly, while being flexible enough to adapt to your unique tech stack, goals, and industry regulations.

AI-powered Prolifics accelerators

1. Integration & Platforms: Simplify the Complex

The backbone of every digital transformation with AI journey is seamless integration. But integrating disparate systems, legacy platforms, and third-party tools can quickly become a tangle of inefficiencies.

Prolifics Integration & Platform Accelerators include:

  • AI EDI Rationalization – Streamline electronic data interchange processes using AI, reducing manual overhead and increasing transactional accuracy.
  • Build Conductor – Automate and orchestrate complex build and deployment workflows, increasing DevOps speed and agility.
  • Healthcare EDI automation (EM4H) – Tailored specifically for healthcare providers, this accelerator ensures compliant, secure, and fast data exchange between systems.

Use Case:
A healthcare provider reduced onboarding time for new data partners by 60% using EM4H, achieving seamless HL7 integration with minimal errors.

2. Business Apps & Automation: Smarter, Leaner Operations

Manual, repetitive processes bog down efficiency and frustrate teams. Prolifics brings automation to the heart of business apps with:

  • PCPT (Code Profiler and Transformer) – Automatically analyzes and transforms legacy codebases for cloud-readiness.
  • Bot Kit – Build and deploy custom bots that automate workflows across finance, HR, and IT helpdesk.
  • Generative AI mini apps – Leverage generative AI to enhance customer experiences, content creation, and data summarization.
  • Salesforce Toolkit – Pre-configured solutions that unlock greater value from your Salesforce ecosystem.

Use Case:
A global insurer leveraged Bot Kit to automate claims processing, reducing turnaround time from days to hours while freeing up human agents for high-touch support.

3. Data & Analytics: Power Your Decisions with Speed and Accuracy

Your data holds powerful insights—if you can access and trust it. Our analytics-focused accelerators ensure data flows freely, accurately, and intelligently:

  • Automated database migration (ADAM) – Migrate databases with precision, leveraging automation to minimize risk and downtime.
  • Purview Lineage++ – Integrates with Manta to give a complete view of data lineage for compliance and governance.
  • Idium (Test Data Automation) – Create high-quality test data quickly and securely.
  • Flit ETL to PySpark – Transition from traditional ETL to modern, scalable Spark-based pipelines.
  • Asset Failure Prediction – Using AI to predict equipment failure in manufacturing before it happens, saving costs and preventing downtime.

Use Case:
A manufacturing client used Asset Failure Prediction to reduce unplanned downtime with AI by 35%, saving millions in operational costs annually.

4. Quality Assurance: Ensure Excellence at Every Step

Quality should never be an afterthought. With Prolifics, it becomes an integrated, automated advantage.

  • Data Mining Engine – Unearth hidden patterns, bugs, or performance gaps.
  • AI testing framework – Automate test creation and execution using AI-driven logic.
  • Prolifics quality fusion automation platform – Centralize and standardize quality control across apps and systems.
  • Test Design Platform – Rapidly design and iterate test cases for complex environments.
  • Data Validation Tool – Ensure data integrity at every stage of transformation or migration.

Use Case:
A fintech company implemented the AI testing framework and was able to reduce post-release defects with AI QA tools, while also reducing QA cycles by 40% and improving test coverage.

5. Emerging Technology: Future-Ready, Today

Innovation doesn’t wait—and neither should you. Prolifics’ Emerging Tech Accelerators prepare your business for what’s next.

  • Plan to Quote Toolkit – Automates the full sales lifecycle from planning to quoting.
  • Digital twin accelerators – Create real-time digital replicas of physical assets for simulation and analysis.
  • Vision Analytic SaaS – Apply computer vision analytics to real-world environments for safety, compliance, and operational insights.

Use Case:
A logistics firm used digital twin accelerators for logistics optimization, increasing fulfillment speed by 25% and reducing labor costs.

Why It Matters: Tangible Business Benefits

Every accelerator is engineered for one purpose, business impact. Here’s what you can expect:

  • Faster AI project delivery – Cut development and deployment timelines significantly.
  • Smarter decisions – Tap into real-time, trustworthy data.
  • Reduce unplanned downtime with AI – Predict failures before they occur.
  • Improve compliance with data lineage tools – Stay audit-ready and secure.
  • Reduce post-release defects with AI QA tools – Deliver higher-quality solutions.

Let’s Accelerate Together

Whether you’re modernizing infrastructure, streamlining business workflows, or scaling with AI, Prolifics accelerators help you move with purpose and precision.

We don’t just deliver tools, we deliver transformation.

📩 Contact us to learn how our accelerators can reshape your digital journey.

Snowflake Hyderabad Community Meet 2025

Prolifics to Host Snowflake Hyderabad Community Meet on August 23, 2025

Hyderabad, India – August 2025: Prolifics is bringing together data professionals, technology leaders, and Snowflake enthusiasts for a high-impact day of learning, networking, and innovation at the Snowflake Hyderabad Community Meet. Scheduled for Saturday, August 23, 2025, this community-driven event promises to spark meaningful conversations around modern data strategies, cutting-edge tools, and the future of Snowflake’s Data Cloud.

Themed around “Snowpark Connect Public Preview: Simplify Spark Workflows with Native Execution and Unified Governance,” the gathering will explore how enterprises can maximize their data value while modernizing platforms and adopting AI-powered solutions.

A Day Packed with Insights and Innovation

The event kicks off at 9:00 AM with registration and networking over coffee, followed by an opening welcome from Kalyan Ganjam, Head of Engineering, Prolifics. Attendees can look forward to an exciting agenda filled with expert-led sessions, live insights, and opportunities to connect with like-minded professionals.

  • Accelerating Snowflake Migration – Challenges & Ideas
    Ashfaq Syed, Competency Lead – Data Engineering, Prolifics
    Explore the realities of migrating to Snowflake at scale, including lessons learned, key hurdles, and innovative strategies to accelerate adoption.
  • Structuring Intelligence – How to Build Agentic Applications on Snowflake
    Rahul Sahay, Associate Director at kipi.ai and Snowflake Squad member
    Gain insights into building AI-driven, agentic applications directly on Snowflake for smarter decision-making and automation.
  • Snowflake Native Ingestion – OpenFlow
    Bansilal Keloth, Lead Data Engineer at Anblicks and Snowflake Squad member
    Learn how native ingestion methods simplify data pipelines and improve efficiency.
  • Community Updates and Hyderabad User Group Insights
    Satish T, Snowflake Data Superhero and Hyderabad Community Chapter Lead
    Hear the latest updates from Snowflake and discover how Hyderabad’s community is shaping the regional data ecosystem.

The day will wrap up with closing remarks, a group photo at 12:45 PM, and networking over a light lunch at 1:00 PM.

Why You Should Attend

The Snowflake Hyderabad Community Meet is more than just a technical event, it’s a platform to connect, collaborate, and co-create the future of data. Whether you’re starting your Snowflake journey or scaling enterprise-grade architectures, this event offers:

  • Practical, data-driven use cases to apply immediately in your work
  • Exposure to modern platform strategies and real-world success stories
  • Direct networking opportunities with Snowflake experts and peers
  • A look at what’s next in data, AI, and intelligent automation

From smarter engineering to seamless governance, the sessions are designed to empower participants with actionable strategies to accelerate transformation in their organizations.

Be Part of the Conversation

Prolifics is proud to host this gathering in Hyderabad, fostering a vibrant hub of data innovation and collaboration. With Snowflake continuing to redefine the data cloud landscape, this community event is a chance to be at the forefront of change.

📅 Save the Date: Saturday, August 23, 2025
🕘 Time: 9:00 AM – 3:00 PM (IST)
📍 Location: Prolifics, Hyderabad

Join the event on LinkedIn: Snowflake Hyderabad Community Meet Be part of the conversation. Let’s shape the future of data, together.

ECFMG Salesforce implementation rescue success story banner

Modernizing Legacy Systems to Enhance Stakeholder Engagement

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Reviving ECFMG’s Salesforce Transformation

The Educational Commission for Foreign Medical Graduates (ECFMG) is a global leader in promoting quality healthcare. But their operations were weighed down by outdated systems, some more than 20 years old, that slowed efficiency and limited innovation.

After two failed vendor attempts to implement Salesforce, ECFMG needed a trusted partner to get the project back on track. That’s where Prolifics and our partner Enable stepped in.

The Challenges

  • Legacy applications across multiple outdated platforms
  • Two unsuccessful vendor implementations
  • Complex requirements for both internal processes and external user engagement
  • Need for modern Salesforce capabilities like Communities and Lightning Components
  • Seamless integration with governance and change control processes

Our Approach

We turned the project around by:

  • Leading the architecture and design of the Salesforce solution
  • Deploying a 20-member hybrid team of developers, QA experts, and leads
  • Embedding into ECFMG’s governance and change control processes
  • Driving progress with program management and agile delivery

The Results

The transformation delivered:

  • A modern Salesforce foundation with Communities and Lightning Components
  • A smooth transition into operations with training and documentation
  • A hybrid subscription model for predictable costs and performance
  • A scalable CRM platform that improves engagement and supports innovation

ECFMG credited Prolifics and Enable with rescuing a stalled project that two previous vendors could not deliver. Today, they are running on a modern Salesforce solution that supports their mission with confidence.

Ready to turn your stalled Salesforce project into a success story? Let’s make it happen.

Prolifics Wins BDPA PACEsetter Company of the Year 2025

Prolifics Named BDPA PACEsetter Company of the Year 2025 at 50th Anniversary BDPA National Technology Conference

ORLANDO, Florida., August 20, 2025 – Prolifics, a global leader in digital transformation and technology innovation, proudly announces it has been named the BDPA PACEsetter Company of the Year 2025. The honor was presented at the 50th Anniversary BDPA National Technology Conference, a landmark event celebrating half a century of advancing diverse talent and fostering inclusive innovation in the tech industry.

Recognizing Leadership in Inclusive Innovation

The Prolifics BDPA Award reflects the company’s exceptional role in driving diversity in tech, shaping the digital workforce transformation, and supporting STEM education initiatives. The significance of the PACEsetter Company of the Year award in the tech industry lies in recognizing organizations that consistently innovate while ensuring inclusivity and opportunity for all.

“Winning the BDPA PACEsetter Company of the Year Award is both an honor and a responsibility,” said Satya Bolli, Chairman & MD at Prolifics. “It reaffirms our commitment to delivering technology excellence while responsibly building innovation that is inclusive, ethical, and transformative for communities worldwide.”

Driving Digital Workforce Transformation

Prolifics continues to set the pace in AI, cloud, data, and automation. By leveraging LLM (large language model) technologies, AI-powered automation, and data modernization, Prolifics helps clients accelerate growth and future-proof operations. This recognition underscores how Prolifics supports STEM education through the BDPA partnership, ensuring tomorrow’s digital leaders are equipped for the future.

Championing Diversity in Tech

Prolifics’ success extends beyond technology delivery. The company demonstrates a deep commitment to diversity and inclusion in technology, advancing opportunities for underrepresented groups through mentorship programs, university alliances, and community outreach. The impact of the BDPA Tech Futures Forum on the future of tech aligns closely with Prolifics’ mission to create pathways for equitable innovation.

Community Partnerships for Inclusive Growth

“Our partnership with BDPA embodies our shared mission: to build pathways for inclusive innovation that transform both businesses and lives,” added Satya Bolli. “Being recognized with the Prolifics BDPA Award at the 50th Anniversary BDPA National Technology Conference is a testament to the passion, skill, and dedication of our team.”

Through initiatives like the BDPA Tech Futures Forum and workforce development programs, Prolifics continues to shape a more diverse and resilient workforce while meeting the BDPA PACEsetter Company of the Year criteria for selection.

Looking Ahead

Receiving the award during BDPA’s milestone conference highlights Prolifics’ forward-looking role in shaping the next era of digital workforce transformation. With rapid advancements in AI, cloud, and automation, Prolifics will continue to innovate responsibly while strengthening its partnership with BDPA for inclusive innovation.

About Prolifics

Prolifics is a global technology solutions provider with over 47 years of expertise in empowering businesses through innovation and excellence. Specializing in digital transformation, AI, cloud, data, and automation, Prolifics partners with leading companies like IBM, Microsoft, Red Hat, EDB, AWS, and Google Cloud. From startups to global enterprises, Prolifics delivers tailored strategies that drive growth and measurable results.

About BDPA

Founded in 1975, BDPA (Black Data Processing Associates) is dedicated to advancing diverse information technology and computer science professionals. The BDPA National Technology Conference brings together leaders, professionals, students, and innovators to celebrate achievements, foster STEM education, and drive technological progress.

Media Contact: Chithra Sivaramakrishnan | +1(646) 362-3877 | chithra.sivaramakrishnan@prolifics.com

IBM Granite AI enterprise model

IBM Granite Levels Up Enterprise AI — Now Partnering with Prolifics to Accelerate Your AI Vision

ORLANDO, Florida., August 2025 – IBM’s Granite AI enterprise model family continues to set the standard for enterprise-ready artificial intelligence and offers more value via a collaboration with Prolifics. This partnership aims to accelerate AI vision for businesses globally.

A Legacy of Innovation: Granite’s Evolving Brilliance

Since its debut in late 2023, IBM’s Granite series has emerged as a cornerstone of enterprise AI, combining power, transparency, and accessibility. Built on decoder-only transformer architecture and released with permissive Apache 2.0 licensing, the IBM Granite models allow businesses to tailor, deploy, and scale AI workloads safely and efficiently.

Key milestones:

  • Granite 3.0 (Oct 2024): Launched with robust instruction‑tuned 2B and 8B models, featuring guardian-style safety rollouts and MoE efficiency, optimized for a wide range of business tasks like RAG, classification, summarization, and cybersecurity use cases.
  • Granite 3.1 (Dec 2024): Expanded context windows to 128K tokens, boosted performance, and rolled out new embedding models tailored for retrieval workflows.
  • Granite 3.2 (Feb 2025): Introduced chain-of-thought reasoning capabilities on demand, multimodal Vision 3.2 for document understanding, enhanced forecasting via Timeseries models, and lightweight safety-optimized Guardian variants, all released via Hugging Face, watsonx.ai, and more.
  • Granite 3.3 (Jun 2025): Unveiled the first speech-to-text model (Granite Speech 3.3 8B), fill-in-the-middle (FIM) coding tools, reinforced reasoning, and powerful RAG-focused LoRA adapters (e.g., hallucination detection, citation generation).
  • Granite 4.0 Tiny Preview (May 2025): Demonstrated the next-gen hybrid MoE architecture with unprecedented memory efficiency, rivaling prior models with just 1B active parameters, capable of running multiple long-context (128K tokens) sessions on affordable consumer GPUs.

Why It Matters for Enterprises

IBM’s Granite has consistently prioritized open, trustworthy, and adaptable AI, a departure from opaque, closed-source models. With extensive features across modalities — text, code, speech, vision, forecasting, safety, and embeddings — the IBM Granite AI enterprise model now delivers one unified suite that scales securely across enterprise workflows.

Key Benefits Snapshot

FeatureWhy It Matters
Open-source, Apache 2.0 licensedFull control, transparency, and flexibility
Unified across modalitiesText, code, speech, vision, forecasting, embeddings
Enterprise-grade safetyGuardian models, safe-by-design LoRA adapters
Efficient scalingMoE, Tiny Preview, long-context capabilities
Trusted partner—ProlificsExpert integration from pilot to production

Partner Spotlight: Prolifics Empowers Your Granite Journey

To help businesses harness the full power of Granite, IBM is now partnering with Prolifics, a leading AI integration and implementation specialist. Whether your goal is to:

  • Embed Granite into your RAG pipelines,
  • Automate transcription and translation workflows with Speech 3.3,
  • Leverage Vision 3.2 for document analytics,
  • Or customize Granite models for your specific ROI needs…

…Prolifics offers end-to-end support—from strategy and integration to deployment and maintenance.

Ready to Ignite Your AI Transformation?

Connect with Prolifics today and bring Granite’s enterprise-class AI to your fingertips:

  • Tailored Architecture Planning
  • Seamless Integration to watsonx.ai, Hugging Face, LM Studio, etc.
  • Custom Fine-Tuning & LoRA Development
  • Deployment, Scaling, and ROI Optimization
  • Safety and Compliance Assurance

Invest in leadership. Elevate your enterprise. Start your Granite-powered transformation with Prolifics now.

Final Word: The Time Is Now

With its open licensing, proven performance, and unmatched trust features, IBM Granite is a key player in enterprise AI. By partnering with Prolifics, model adoption is seamless, scalable, and strategically aligned with business needs. Partner with Prolifics to bring the IBM Granite AI enterprise model into the heart of your enterprise.

About Prolifics

Prolifics is a global technology solutions provider with over 47 years of expertise in empowering businesses through innovation and excellence. Specializing in digital transformation, AI, cloud, data, and automation, Prolifics delivers impactful solutions by leveraging strong partnerships with leading technology companies like IBM, Microsoft, Red Hat, EDB, AWS, and Google Cloud. From startups to global enterprises, Prolifics provides tailored, scalable strategies that drive growth and operational success. Prolifics is dedicated to collaboration, delivering quality, and achieving measurable results, empowering clients across diverse industries to excel in the ever-changing digital landscape.

Media Contact:     Chithra Sivaramakrishnan    |    +1(646) 362-3877    |    chithra.sivaramakrishnan@prolifics.com

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