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.
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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.
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.
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.
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.
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.
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.
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Case Studies
Discover the many ways in which our clients have embraced the benefits of the Simform way of engineering.
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Hiren Dhaduk
Creating a tech product roadmap and building scalable apps for your organization.