Our Clients

portfolio-logo-1
portfolio-logo-2
portfolio-logo-4
portfolio-logo-3
portfolio-logo-5
portfolio-logo-6
portfolio-logo-7
portfolio-logo-8

Achieve AI-driven success with ML consulting services

AI-Texas AI-Illinois ISO logo

We empower businesses with data-driven intelligence to drive business growth and innovation. Our machine learning consulting services help you transform data into insights, automate decision making, and optimize operations. From strategy to deployment, we deliver custom machine learning solutions that integrate seamlessly with business operations, ensuring efficiency, scalability, and measurable impact.

  • Turn raw data into strategic intelligence
  • Streamline workflows with AI-driven processes
  • Implement ML solutions that grow with business
  • Maximize impact with measurable outcomes

Our machine learning consulting services

Machine learning consulting

Machine learning consulting

Assess business environment, customers’ requirements, and available data to develop an ML strategy consistent with corporate goals. Prepare teams to become proficient with the skills and tools required to thrive in the long term. From preparing data to developing solid ML models, training, and performance measurement, we tailor each step specific to generate quantifiable business results.

MLOps consulting

MLOps consulting

Easily embed ML models in production with our MLOps consulting. We are a top machine learning consulting company, making sure your AI projects are high-performing, reliable, and scalable. Our MLOps capabilities include model deployment, CI/CD, testing, version control, training, and ongoing monitoring – making your business efficient and successful with maximum ROI and operational excellence.

Business analysis

Business analysis

Understanding your business goals is at the core of our machine learning consulting. Through discovery workshops, interviews, and process observations, we identify key pain points and opportunities where ML can add value. We assess your existing technical environment, define solution requirements, and help select the most viable use cases to drive measurable business impact.

Product design

Product design

From selecting the right ML algorithms to defining the project’s scope and deliverables, we provide end-to-end guidance on ML product design. We help choose the best technology stack, outline solution architecture, and plan development stages, including PoC, MVP, and final releases. Additionally, we advise on UX/UI design, testing strategies, and performance assessment to create AI-driven solutions that are both powerful and user-friendly.

Data preparation

Data preparation

A strong ML model starts with well-prepared data. Our machine learning consultants define dataset requirements, assist in selecting reliable data sources, and assess data quality to ensure accuracy. We guide businesses in data cleaning, imputation, and dimensionality reduction while designing robust preprocessing pipelines. Our machine learning expertise ensures that your data foundation is solid, unlocking valuable insights for more precise ML outcomes.

Model integration

Model integration

A successful machine learning solution requires seamless integration into your existing infrastructure. We assist in selecting the right deployment environments, defining deployment strategies, and ensuring scalability. Our experts oversee integration with corporate software, maintain performance and security, and ensure adherence to best practices for smooth and effective implementation.

Development and implementation

Development and implementation

We specialize in building, refining, and deploying machine learning models that deliver tangible business outcomes. Our team explores different algorithms, fine-tunes parameters, and rigorously tests models to ensure accuracy and efficiency. From initial prototyping to full-scale deployment, we transform data into intelligent solutions tailored to your business needs.

Support and maintenance

Support and maintenance

Ensuring the long-term success of your machine learning solutions requires continuous monitoring and optimization. Our experts help with performance monitoring, problem identification, and retraining plans to maintain your ML models precise and effective. We offer constant support, user training, and the incorporation of new features, with seamless adoption and ongoing improvement.

Why choose Softweb

20+

Years of experience

1630+

Projects delivered

50+

Fortune customers

545+

Technology professionals

Cutting-edge machine learning solutions

computer-vision-in-manufacturing

Computer vision for advanced automation

Computer vision systems powered by AI monitor imaging data to identify patterns and anomalies with high accuracy. From detecting early-stage conditions in medical scans to real-time quality control that guarantees error-free production, these smart systems improve accuracy, efficiency, and safety.

  • Enhance diagnostic accuracy
  • Ensure zero-defect quality control
  • Improve workplace security
  • Optimize operational efficiency

Data mining for business intelligence

AI-driven data mining solutions extract valuable insights from vast datasets. Recommendation systems process user behavior to make targeted recommendations, anomaly detection scans for abnormal patterns in data to mitigate operational risk, and fraud detection systems watch in real time for suspicious transactions, alerting before it causes any harm.

  • Deliver personalized experiences
  • Detect fraud in real time
  • Ensure operational security
  • Gain actionable insights

Data Mining
NLP

Natural language processing (NLP)

Advance natural language processing solutions provide sentiment analysis to measure the emotional state of customers and spam filtering mechanisms to keep out malicious content. They perform cognitive automation to automate business processes, enhancing customer satisfaction and operational efficiency.

  • Enhance customer engagement
  • Improve brand reputation
  • Boost security & compliance
  • Streamline operations

Hire machine learning consultants

Our seasoned machine learning consultants assist companies in leveraging AI to spur innovation, streamline operations, and make informed data-driven decisions. From strategy and model creation to deployment and MLOps, we facilitate effortless ML adoption according to your specifications.

  • Automate, optimize, and scale business processes with AI-powered machine learning solutions
  • Create, train, and deploy proprietary ML models for predictive analytics and intelligent automation

Talk to our ML consultants!

Benefits of ML consulting for your company

  • 300+ certified experts

    Technology expertise

    Machine learning consultants bring deep, up-to-date knowledge of algorithms, tools, and industry applications so that companies like yours can avoid costly experimentation and get viable ML solutions faster.

  • Development and implementation

    Custom implementation

    Consultants can adapt standard ML models to your company's unique business processes and data ecosystems. They can help you achieve your business, operational, and management goals efficiently.

  • Risk identification and mitigation

    Risk mitigation

    Experienced ML consulting companies know how to address common challenges such as poor data quality, biased models, and inefficient deployment pipelines before they occur and impact your overall results.

  • Adapt

    Accelerated adoption

    Machine learning consultants bring ready-to-use frameworks, proven workflows, and training modules for your team. They can help you implement ML initiatives in weeks or months instead of years, without hiring additional talent.

Machine learning consulting services for various industries

Manufacturing

Improve manufacturing efficiency and quality control with AI-driven machine learning solutions. Predictive maintenance to defect detection and supply chain optimization, ML helps ensure smooth operations and less downtime.

ML in Manufacturing

Supply chain

Make the most out of machine learning for optimizing stock control, forecasting, and delivery route planning. Businesses can save money, increase efficiency, and improve decision-making processes across the supply chain with the aid of AI-generated insights.

ML in Suply chain

Healthcare

Improve patient treatment with diagnostics, medical image analysis, and forecasting powered by AI. Machine learning helps healthcare institutions with disease detection, tailor-made treatments, and operational optimization.

ML in Healthcare

Retail

Provide customized shopping experiences through AI-based recommendation engines, demand forecasting, and fraud prevention. Machine learning improves customer interaction, inventory management, and operational effectiveness in retail.

ML in Retail

Semiconductor

Enhance chip design, yield optimization, and defect detection with AI-powered machine learning. From predicting fabrication issues to optimizing wafer production, ML solutions help semiconductor companies reduce costs, improve quality, and accelerate time-to-market.

Semiconductor

Finance

Use machine learning for risk management, fraud detection, customer insights, and algorithmic trading. AI-driven models help financial institutions make faster, more accurate decisions while improving compliance, reducing losses, and enhancing customer experience.

Finance

Telecom

Optimize network performance, customer experience, and predictive maintenance with machine learning. AI helps telecom providers detect anomalies, forecast demand, and personalize services while ensuring reliable connectivity and operational efficiency across the network.

Telecom

Our approach to machine learning consulting projects

At Softweb Solutions, we follow a structured, iterative, and results-driven approach to make sure that our Machine Learning (ML) solutions deliver tangible business value. Our methodology balances technical excellence with strategic insight so that we can build innovative and practical ML solutions.

AI readiness
01

We analyze your business processes, systems, and strategic goals to understand your organization’s readiness for AI. It helps us identify opportunities, risks, and areas where AI can generate the most measurable value.

Financial and strategic planning
02

We estimate investment requirements, operational costs, and potential ROI to guide decision-making. Based on these insights, we create a roadmap outlining milestones, timelines, resource needs, and governance considerations.

Data preparation
03

We collect, clean, and pre-process data needed for training models. Then, we establish robust data pipelines and governance protocols to ensure high-quality, secure, and reliable datasets for AI solutions.

Model development and training
04

Using supervised, unsupervised, and reinforcement learning methods, we develop training models tailored to your goals. Each model is evaluated rigorously to ensure accuracy, scalability, and alignment with business objectives.

Deployment and operations (MLOps/LLMOps)
05

We implement operational frameworks to deploy and manage models efficiently. Automated monitoring, retraining, and lifecycle management ensure solutions remain effective and scalable in real-world environments.

Monitoring, optimization, and improvement
06

Our ML experts continuously track model performance, detect data drift, and optimize algorithms. The proactive approach helps us ensure sustained accuracy, efficiency, and ongoing business impact.

Support and maintenance
07

We provide ongoing support, including troubleshooting, updates, and user training, so that AI solutions remain reliable, secure, and aligned with evolving business needs.

Transform data into intelligence with our ML consulting services – automate, optimize, and scale your business with cutting-edge AI solutions.

Estimate your project!

Success Stories

MLOps solutions for developing a predictive model for cancer risk assessment

Industry

Healthcare

Technologies

Azure Data Factory, Azure ADLS, Azure ML, Azure Synapse, Docker

Challenges

  • Integrating inconsistent data from multiple EHR systems
  • Addressing missing values and outliers in large datasets
  • Ensuring model robustness and generalizability

Business impact

  • Data pipelines supported EHR integration, personalized risk assessment
  • Data preprocessing addressed anomalies, improving prediction accuracy
  • Model optimization improved reliability, ensuring precise risk stratification

Client

Cancer research and treatment organization

Mlflow

Enhanced quality control system for a manufacturing company with machine learning

Industry

Manufacturing

Technologies

AI, Machine learning, Computer vision, IoT platforms

Challenges

  • Traditional quality control systems
  • High production waste and rework costs
  • Operational inefficiencies
  • Global competition and market volatility
  • Integration complexity

Benefits

  • Reduction in production waste
  • Stronger safety compliance framework
  • Improved incident response times
  • Insight-driven operations
  • Higher productivity through automation

Client

US-based machine manufacturing company

manufacturing-with-ML-portfolio-main

Implemented video analytics for monitoring aerospace manufacturing quality

Industry

Manufacturing

Technologies:

Azure Machine Learning Studio, TensorFlow, Keras, OpenCV, scikit-learn, NumPy, Python Imaging Library

Challenges:

  • Production defects threatened product reliability
  • Risk of damaging brand reputation
  • Poor monitoring led to defect oversight

Business impact:

  • Deep learning ensured accurate defect detection
  • Data integration framework for boosted reliability
  • Full manufacturing visibility provided better insights

Client:

A specialized aerospace manufacturer

computer vision in aerospace

Cancer cell tissue detection using computer vision

Industry

Healthcare

Technologies:

Python, PyTorch, Cloud- Azure, Databricks

Challenges:

The process of image analysis by biologists to determine whether a cell is cancerous or not was tedious, expensive and time-consuming.

Benefits:

  • 20% Cost savings by avoiding unnecessary biopsies
  • 5X Cheaper than biologists
  • 8X Lesser time consuming

Client:

Cutting-edge cancer treatment center

cancer-cell-tissue

Client Testimonials

Words that keep us inspiring to do more! Glimpse of our customers that makes us stand out in the crowd.

Fujifilm
Softweb has been our partner for over a decade in professional IT services including production and application development support. They support us on customer experience and cloud services as well.

Rimma Fuchs

hennig-logo

Noah Goellner

President, Hennig Inc.

Bfg Logo
Softweb Solutions has been instrumental in our Industry 4.0 transformation. They are always energetic, hardworking, and updated in their field of expertise. Their professionalism, technical knowledge, and proactive project management exceeded expectations. We highly recommend Softweb Solutions for businesses seeking transformative strategies and seamless execution to achieve their goals.

Alvin Jacob

Top machine learning platforms we use

  • Azure ML logo

    Azure Machine Learning Studio

    Accelerate AI adoption with Azure Machine Learning Studio. We help businesses build, train, and deploy ML models quickly using its powerful cloud-based predictive analytics and intuitive drag-and-drop features.

  • AWS

    Amazon Machine Learning

    Leverage AWS for scalable AI solutions. Whether using pre-built models or developing custom ones, we ensure seamless training, deployment, and optimization to tackle complex business challenges.

  • Google ML logo

    Google Machine Learning

    Harness Google’s AI capabilities with TensorFlow-powered ML models. Our experts build and integrate scalable solutions to drive smarter decision-making and operational efficiency.

Tech stack

  • Frameworks

  • tensorflow
  • pytorch
  • Keras
  • hugging-face
  • Transformers
  • MXNet
  • scikit-learn
  • Gensim
  • Language

  • python
  • IDEs

  • Jupyter-Notebook
  • vs-code
  • PyCharm
  • Deployments

  • AZURE
  • AWS
  • gcp
  • DataRobots
  • Models

  • YOLO
  • ResNet
  • RoBERTa
  • Decision Tree
  • Support Vector Machine (SVM)
  • Mask R-CNN

Why choose us for machine learning consulting services?

  • Adhere to the latest security standards and compliance regulations
  • Implement robust security measures to protect sensitive data
  • Use AI-driven threat detection to identify vulnerabilities proactively

  • Extensive experience in ML consulting and development
  • Expertise in data preprocessing, model training, and deployment
  • Deliver high-performance, reliable, and optimized ML solutions

  • Focus on tailored AI solutions to meet unique business needs
  • Ensure transparent communication and collaborative workflows
  • Use agile methodologies for seamless project execution

  • Build ML models that handle increasing data volumes and complexity
  • Maximize workflows for efficiency and data-driven decision-making
  • Facilitate long-term development with flexible and scalable AI solutions

Latest Machine Learning Insights

Empowering businesses through intelligent machine learning solutions

Transform data into actionable insights to propel your business forward