Data science consulting

Turn complex data into actionable business insights

Strategy decks and proofs of concept rarely make it into the systems your teams use to decide and operate. Simform's data scientists set the use case priorities, build the data foundations and models behind them, and deliver the resulting forecasts and AI applications into the workflows your business already runs.

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Simform’s capabilities

Data science strategy & roadmap

Accelerate time to your first production deployment by matching use case selection to data readiness and business KPI impact. Simform runs a maturity assessment across your data, platform, and team readiness, then builds a sequenced roadmap with named use cases and KPI-linked milestones.

Engagements cover build-or-buy decisions for AI platforms, Center of Excellence design, and total cost analysis across the model lifecycle.

Data foundation for AI & ML

Keep model accuracy steady from testing through production with training data your team can trust, govern, and audit.

Simform builds feature stores and training pipelines, with quality validation and lineage tracking applied from the source to the model input. Synthetic data workflows and access controls support retraining, A/B testing, and regulatory audit requirements without redesigning the pipeline.

Predictive & causal modeling

Strengthen pricing, churn, and demand decisions with models that identify what actually drives outcomes and what's likely next.

Simform builds predictive models using ensemble methods, gradient boosting, and deep learning, applying causal inference when teams need to test the actual drivers of a specific outcome. Models include drift monitoring, fairness checks, and explainability, ensuring decisions remain auditable as business conditions change.

GenAI app development

Activate GenAI in customer service, document workflows, and internal knowledge search with applications that answer from your enterprise data.

Simform builds RAG pipelines, multimodal applications, and AI agent workflows on Azure AI Foundry, Databricks, and open frameworks. Each deployment ships with prompt engineering standards, evaluation harnesses, and a path to swap foundation models as the market evolves.

Precision, expertise, and tools that future-proof your AI/ML solutions

With Simform, you can better understand customer behavior and preferences, market trends, and the competitive landscape. We’ll help you build effective business strategies and ensure you derive maximum value from your data assets.

GenAI early-mover advantage

As early adopters of generative AI technologies, we help businesses move beyond experimental proofs of concept (PoCs) to deploy production-ready, scalable solutions with real-world impact.

ThoughtMesh GenAI accelerator

ThoughtMesh is our platform for building AI agents with corrective RAG, vectorization pipelines, and namespace-driven governance. It compress GenAI development time by up to 80% while keeping outputs validated and access controls in place.

Data readiness for large-scale AI

Successful AI initiatives rely on high-quality, well-structured data. With our data engineering expertise, we ensure your data is optimized and ready to support large-scale, high-impact AI implementations.

Comprehensive MLOps toolkit

Our MLOps toolkit streamlines the entire machine learning lifecycle–model training, data tagging, cleaning, quality control, and more–ensuring high standards for AI deployment and management.

Azure Data & AI competencies

With specialization in Azure Data and AI, we leverage the latest advancements in AI and data technologies, creating efficient data architectures for seamless model deployments and analytics.

Full spectrum AI/ML

We offer end-to-end AI/ML solutions, from Generative AI and document extraction to computer vision tasks like object detection and counting, delivering precise, domain-specific applications.

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.”

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.”

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.”

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.”

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

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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%.

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

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.

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.

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.

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

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

From Our Experts

AI/ML Development

8 Must-Know NLP Techniques to Extract Actionable Insights from Data

With the era of data-driven decision-making taking center stage, Natural Language Processing techniques are becoming increasingly important. Discover the leading approaches, practical applications, and remarkable use cases of NLP across diverse industries.

By Hiren Dhaduk

2 Jan, 2026

Newsletter

Your AI Works. Can Your Team Keep It Running?

Most teams celebrate AI projects deployment like it’s the finish line. Model accuracy hits the target,...

By Hiren Dhaduk

1 Dec, 2025

Ebook

Gen AI’s Potential for Businesses and How Yours Can Get Started

A practical guide to understanding generative AI’s business impact. Discover high-value use cases, readiness factors, and step-by-step approaches to implement and scale AI-driven solutions effectively.

Frequently Asked Questions

Three engagement modes. Augmentation has Simform engineers working inside your sprints under your tech lead. Specialist pairing has us owning a workstream, such as model build or data foundation, while your team owns the rest. Full delivery means we run the engagement end-to-end with your team in a steering role. The structure is determined in the first two weeks based on the use case’s complexity and your team’s bandwidth.

You do. Models, code, training data, evaluation harnesses, and documentation produced for your engagement transfer to you under the MSA. Simform retains the right to reuse non-client-specific patterns, code libraries, and methodologies as part of internal accelerators. Anything domain-specific or client-confidential stays with you. The IP terms are spelled out before delivery starts, so there’s no ambiguity at handover.

Architecture decisions are documented as platform choices, not platform requirements. Data pipelines use formats and patterns portable across cloud and on-prem environments. Model artifacts are exported in standard formats such as ONNX or as pickled scikit-learn objects. GenAI applications abstract the LLM provider behind a service layer, so swapping foundation models is a configuration change. The result is portability without sacrificing platform-native performance.

Priorities shift in roughly one in three engagements. Simform runs on two-week sprint cycles with a steering review every four to six weeks, during which scope, sequence, and resourcing are adjusted without contract renegotiation. If the shift requires new skills, such as moving from predictive modeling to GenAI application development, we flex the team composition within the existing engagement. Larger pivots get a scope addendum rather than a fresh SOW.

Reliability comes from three layers. Grounded retrieval through RAG with corrective validation reduces hallucination at the source. Evaluation frameworks measure factuality, relevance, and harm continuously against gold-standard datasets. Observability captures every prompt, retrieval, and response for audit and improvement. Simform builds all three from day one rather than retrofitting them after a launch.

Let’s talk

Hiren Dhaduk

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

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