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Data platform modernization

Modernize your data platform into an AI-ready, governed foundation your enterprise can scale on

Data platforms grow harder to scale, govern, and use as volumes increase, and AI demands sharpen. Simform modernizes your data infrastructure using lakehouse architecture, data mesh principles, and Microsoft Fabric to build a unified, AI-ready platform built for long-term scale.

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Build data platform capabilities that keep pace with growing architectural complexity

Intelligent data architecture

As data platforms grow, misaligned architecture creates interoperability gaps, slows data delivery, and makes scaling across domains increasingly difficult, often requiring costly structural rework.

We redesign platform layers across ingestion, processing, storage, serving, and governance around data mesh, data fabric, and domain-oriented design principles. Using Azure services like OneLake and Microsoft Fabric, we align each component around your business domains to improve interoperability and scale without rework.

AI-ready lakehouse platforms

Legacy data warehouses struggle to support structured, unstructured, and real-time data demands that AI workloads require, making migration to modern platforms complex and high-risk.

We modernize legacy infrastructure into unified lakehouse platforms on OneLake, Microsoft Fabric, and Databricks using medallion architecture across bronze, silver, and gold layers. Our in-house accelerator TrueMorph reduces migration risk with self-healing pipelines, while semantic layers keep data reliably AI-ready.

Data lineage and governance

Without consistent lineage tracking and governance, data quality degrades, compliance risk grows, and analytics outputs become unreliable, leaving teams without a trustworthy foundation for decisions.

We implement enterprise-grade governance using Microsoft Purview, DataHub, and Collibra, with metadata management, policy automation, and audit trails built into your platform. Domain-level access controls and real-time observability maintain traceability and compliance across GDPR, CCPA, and internal data standards.

Self-service data enablement

Business teams lose time and agility when every data request routes through engineering, creating bottlenecks that slow decision-making and prevent teams from acting on data independently.

We build governed self-service frameworks using semantic models, curated data products, and domain-owned data layers. Our in-house accelerator Data360's composable stack keeps role-based access, API-first data serving, and compliance intact while expanding data ownership across the organization.

Proven data platform engineering depth from architecture to production

Data platform modernization demands validated expertise across architecture design, cloud infrastructure, governance, AI readiness, and platform delivery. Simform brings Microsoft Fabric credentials, engineering-led implementation practices, proprietary accelerators, and a co-engineering model built for long-term data platform ownership.

Azure Data & AI Solution Partner

As an Azure-recognized data & AI Solution Partner, we leverage our extensive knowledge of Microsoft’s advanced cloud technologies to drive seamless data integration, transformation, and analysis.

Databricks partner

Our partnership with Databricks helps us deliver powerful data pipelines and advanced analytics that accelerate innovation and enable you to harness ML for impactful insights.

Next-gen data engineering

With deep expertise from working with tech and product companies managing massive datasets, we specialize in high-velocity data solutions, moving beyond traditional enterprise platforms.

Integration & streaming data experience

Our rich background in application development allows us to handle complex, real-time data flows for applications that require constant, live updates.

AI/ML readiness

We ensure your data is primed for AI and ML initiatives through automated preparation, cleaning, and feature engineering, supported by our comprehensive MLOps toolkit for efficient model training and deployment.

Proprietary accelerators

Simform uses in-house accelerators such as TrueMorph and Data360 to accelerate legacy data warehouse migration, composable data infrastructure delivery, and faster time to production-grade modernization.

Trusted by the World's Leading Companies

“Simform rearchitected and modernized our subscription management & billing platform as part of the multi-phase development initiative. The team quickly understood our business requirements and delivered a modern, modular architecture aligned with our scaling needs. Without disrupting our operational workflows, Simform handled complex data migration with precision and supported our legacy modernization journey with seamless ERP integrations.”

Robel Yemane, Head of Engineering

Privilee

“Simform delivered our self-serve application, including an MVP, within the agreed timeline. Their exceptional expertise and dedication continue to impress as they develop new features and maintain the application. A remarkable partner in software development.”

Abhilash Kumar

Technical Product Manager

AI-Driven Digital Advertising Platform

“We are satisfied with Simform’s quality work. The team manages the project well – they’ve solved issues and improved their performance. Overall, they excel in their communication; they do it frequently and effectively through Slack and Microsoft Teams. They also use internal management tools.”

Jay Gajera

Project Manager

Next-gen IoT Solutions Company

“The Simform team are extremely proactive across the full delivery life cycle whether that is reviewing conceptual designs to offer different options for our consideration or identifying areas where future enhancements could be considered to improve the application performance or end user experience.”

Andrew Mills

Product Manager

Global Consulting Company

“From start to finish, Simform delivered a great project experience, even when the requirements were a bit ambiguous with some changes, they adapted, adjusted and got the job done. Code delivered was of a high standard and the delivery team was great top work with. I recommend Simform to my own network all the time.”

CTO

Accredited Business Finance Company

“The cloud migration was a great sucess. Very satisfactory, seamless and increased our productivity. The most impressive part about Simform is their dynamic and well-versed team. Anytime there was a concern, we were able to communicate and have it rectified immediately.”

Jim-deVarennes

President

Trusted Community Services Organization

“Simform was an invaluable partner in our system modernization, moving beyond analysis to deliver true product engineering advisory. They  analyzed complex legacy workflows into clear, validated, developer-ready user stories. The clarity and strategic consistency they introduced was foundational, directly influencing our cloud architecture and product design. Their work effectively accelerated our discovery phase and time to market.”

Director of Engineering

Datamark

“Simform led the discovery phase for our digital infrastructure overhaul, bringing a mix of deep technical expertise and a truly collaborative spirit. They took our complex requirements and turned them into a solid product blueprint and a clear, prioritized roadmap. Everything stayed on track thanks to their structured project management. The level of strategy and architecture they brought to the table gave us the certainty we needed to take the next steps.”

Department Manager

Eye Recommend

Case Studies

Discover the many ways in which our clients have embraced the benefits of the Simform way of engineering.

Cloud and DevOps engineering

Manufacturer Cuts Quote Time 70% with Cloud Integration

Automated inventory verification process, seamless migration of legacy RFQ system to cloud and integrated the new platform with multiple ERP systems of manufacturers. Provided a unified view of the quotation process to key stakeholders spread across the world.

Modern solution with database automation on Azure reduced turnaround time to generate quotation by 70%.

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sabre industry
Cloud and DevOps engineering
Data engineering

Automotive Improves Data Accuracy 80% with Data Platform

Built a Consumer Data & Experience Platform (CDXP™), a cloud-based solution designed to consolidate customer data and power personalized marketing strategies. Implemented advanced data engineering and marketing automation practices.

Serving over 1000 dealerships, the platform helps to maximize their ROI and improve customer engagement across their lifecycle

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3 birds
Data engineering

Sports Brand Boosts ROI 40% with Customer Data Platform

Build a unified customer data platform that consolidates fragmented sales, events, and loyalty data into complete customer profiles. Solution powers real-time segmentation and personalized campaigns across eCommerce and 1,000+ annual events worldwide.

Achieved a future-ready ecommerce platform with 360-degree customer view across all channels. Delivered personalized shopping and event journeys.

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Goruck
Cloud and DevOps engineering
Digital product engineering

Semiconductor Manufacturer Boosts Data Accuracy 80% with Automation

Build an enterprise application that eliminates hours of manual spreadsheet work. Solution processes thousands of daily orders through various sales channels and gives real-time visibility of inventory levels.

Reduced the order fulfillment lead time by 70% and got visibility of inventory levels across 200+ fulfilment partners having 5000+ product SKUs.

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semiconductor - case study
Cloud and DevOps engineering
Digital product engineering

Global Auction Platform Achieves Zero Downtime with DevOps Pipeline

Build during COVID crisis to transform the way auction houses run operations digitally. It is a platform to manage real-time live auctions operations such as bidding, payments, escrow, inventory management, CRM, invoicing etc.

Simform’s white-labeled solution is used to sell 7million lots by 3900 auction houses from 165 countries.

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Auction mobility
Digital and experience engineering
Digital product engineering

Water Treatment Giant Achieved Zero-Crash Performance

Built IoT solution for consumers and professionals that helped them manage the entire fleet of smart devices of Pentair. Solution involved building a mobile application using component-based development, intuitive UI and CI/CD pipeline.

Integrated hundreds of hardware devices through a robust IoT mobile application

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Pentair
AI/ML engineering
Digital and experience engineering

AI Boosts Psychology Research Efficiency For 150K+ Users

Gen AI solution for psychology researchers for fast and efficient retrieval of information using LLMs. It streamlines content discovery and engages in dynamic, context-aware conversations, offering personalized guidance through research repository.

20X improvement in search speed while maintaining contextual understanding multi-turn conversations

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AI boosts

Legacy migrations fail most often when pipelines break mid-migration or data quality degrades during the transition. Simform uses TrueMorph, its in-house migration accelerator with self-healing pipelines, to reduce migration risk and maintain data reliability throughout the move to a unified lakehouse on Microsoft Fabric, OneLake, or Databricks. 

Real-time and batch workloads have different latency, throughput, and processing requirements that a poorly designed platform forces teams to manage separately. Simform’s integration and streaming experience covers complex real-time data flows alongside batch pipelines within a unified architecture, so both workload types operate reliably without requiring separate infrastructure stacks. 

Governance becomes a bottleneck when access controls, compliance policies, and metadata management are applied centrally without domain-level ownership. Simform implements enterprise-grade governance using Microsoft Purview, DataHub, and Collibra with domain-level access controls, policy automation, and real-time observability, so compliance is enforced without every data request routing through a central team. 

Platforms become expensive to maintain when architecture is misaligned with domain structure, creating interoperability gaps that require costly rework at scale. Simform redesigns platform layers around data mesh and data fabric principles, and leverages cost-efficient open-source tooling AirbyteDagster, Airflow, ClickHouse, alongside Microsoft Fabric to keep the architecture performant and cost-efficient as it scales. 

AI and ML readiness goes beyond storage and compute, it requires automated data preparation, feature engineering pipelines, consistent data quality standards, and an MLOps toolkit for model training and deployment. Simform builds these capabilities into the platform layer so AI initiatives can move from experimentation to production without requiring a separate data preparation effort each time. 

 

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Hiren-Dhaduk Hiren Dhaduk

Creating a tech product roadmap and building scalable apps for your organization.

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