Webinar

How Enterprises Scale AI Using Microsoft Fabric, Copilot Studio, and AI Foundry

Join our experts to learn how enterprises can move from AI pilots to scalable, governed AI programs using Microsoft’s integrated AI ecosystem.

Register Now
Machine learning development

Run intelligent business ops with high-performing, efficient, and reliable ML models

We help you deploy custom-built models to automate tasks, gain actionable insights, and spin up ML solutions that solve your unique business challenges.

I'd Like To Know More!
banner image

Simform’s capabilities

Custom ML model development

Move from one-off ML experiments to models that deliver consistent business outcomes in production, with accuracy that holds as your data and decisions evolve. Simform tests supervised, unsupervised, and ensemble approaches against your data and decisions, then trains models using gradient boosting, deep learning, and fine-tuned transformers. Models ship into the workflow where the decision runs, with feature engineering, evaluation, and tuning built into delivery rather than deferred.

Feature engineering Model selection Model training Model optimization
Predictive analytics & forecasting

Replace gut-feel planning and static spreadsheets with forecasts your teams can act on with confidence, even when demand, supply, or customer behavior shifts month to month. Simform builds time-series and ensemble forecasting using XGBoost, LightGBM, Prophet, and recurrent networks, with backtesting and confidence intervals calibrated to your decision horizon. Forecasts ship into the planning, CRM, or operations system that runs the decision, with retraining triggers for drift and seasonality set before launch.

Time-series forecasting Propensity modeling Risk scoring Scenario modeling
NLP solutions

Recover the business value locked inside the text, voice, and document data your teams currently process manually or ignore altogether. Simform builds transformer-based NLP systems using BERT, RoBERTa, and domain-tuned LLMs for classification, extraction, summarization, search, and routing in your data. ThoughtMesh adds vectorized retrieval and corrective RAG, with outputs that must reference verified enterprise context and namespace-level access controls at the same layer.

Text classification Entity extraction Semantic search Document intelligence
Computer vision

Reduce manual inspection, monitoring, and review by enabling your systems to interpret visual data at the speed and scale your operations demand. Simform builds detection, classification, segmentation, and OCR models with CNNs and vision transformers on PyTorch, YOLO, and KerasCV, tuned to your accuracy targets. Deployment supports cloud, on-prem, and edge runtimes based on latency and privacy needs, with built-in monitoring for drift and false positives before launch.

Image classification Object detection Visual inspection Video analytics
MLOps & model lifecycle management

Keep ML models reliable after production, where data drift, changing business rules, and retraining gaps can quietly erode accuracy. Simform builds the operating layer for model deployment, monitoring, versioning, retraining, and governance, so ML systems can scale across teams without becoming fragile one-off implementations.

CI/CD for ML Model registry Drift detection Automated retraining
Learn more

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

Simform’s machine learning development services are backed by our proven expertise in machine learning, cloud computing, and data engineering. Our ML engineers and data scientists combine deep technical knowledge with a customer-centric approach, ensuring that your ML models are tailored to your specific needs and deliver tangible ROI.

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 grounds NLP and LLM-based models in your enterprise data through vectorized retrieval, corrective RAG validation, and namespace-secured access controls, shortening the path from prototype to production.

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.”

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%.

Read More
arrow
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

Read More
arrow
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.

Read More
arrow
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.

Read More
arrow
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.

Read More
arrow
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

Read More
arrow
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

Read More
arrow
AI boosts

Frequently Asked Questions

Off-the-shelf AI works when the use case is general, and the value is in speed. Custom ML is the right call when accuracy depends on your data, taxonomy, or operating logic; when the model must integrate deeply with internal systems; or when the use case is core IP. Simform helps you make this trade-off explicitly during scoping.

You do not need a complete data platform to start, but you need access to representative historical data and a stakeholder who can validate ground truth. Where data quality, labeling, or pipelines have gaps, Simform sequences a focused data-preparation track using our data engineering practice so the ML engagement does not stall on inputs.

Simform builds model documentation, lineage tracking, and explainability tooling, such as SHAP and LIME, into the development workflow rather than retrofitting them. For regulated environments, we align approval workflows, data access controls, and audit trails with industry frameworks, including HIPAA, GDPR, and emerging AI Act requirements, with delivery anchored in our Microsoft Solutions Partner credentials for Security, Data, and AI.

Simform structures engagements as joint delivery rather than handoff. Your engineers and data scientists work alongside our team through scoping, modeling, and deployment, with documented architecture decisions, runbooks, and recorded design reviews. By the time the model is in production, your team owns the operating model, and we transition into a support role calibrated to your in-house maturity.

The first model is usually delivered as a focused engagement. Scaling to multiple models requires shared infrastructure such as a feature store, evaluation harness, retraining patterns, and monitoring conventions that subsequent models reuse. Simform delivers the first model in a way that establishes these patterns, so each new model adds incremental engineering work rather than restarting from scratch, and the portfolio scales without proportional cost growth.

Let’s talk

Hiren-Dhaduk Hiren Dhaduk

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

phone Call Us Now
Revisit consent button
How we use your personal information

We do not collect any information about users, except for the information contained in cookies. We store cookies on your device, including mobile device, as per your preferences set on our cookie consent manager. Cookies are used to make the website work as intended and to provide a more personalized web experience. By selecting ‘Required cookies only’, you are requesting Simform not to sell or share your personal information. However, you can choose to reject certain types of cookies, which may impact your experience of the website and the personalized experience we are able to offer. We use cookies to analyze the website traffic and differentiate between bots and real humans. We also disclose information about your use of our site with our social media, advertising and analytics partners. Additional details are available in our Privacy Policy.

Required cookies Always Active

These cookies are necessary for the website to function and cannot be turned off.

Optional cookies

Under the California Consumer Privacy Act, you may choose to opt-out of the optional cookies. These optional cookies include analytics cookies, performance and functionality cookies, and targeting cookies.

Analytics cookies

Analytics cookies help us understand the traffic source and user behavior, for example the pages they visit, how long they stay on a specific page, etc.

Performance cookies

Performance cookies collect information about how our website performs, for example,page responsiveness, loading times, and any technical issues encountered so that we can optimize the speed and performance of our website.

Targeting cookies

Targeting cookies enable us to build a profile of your interests and show you personalized ads. If you opt out, we will share your personal information to any third parties.