Data & Machine Learning

Data-Driven AI Solutions to Accelerate Business Growth

At Key Dynamics Solutions, we harness the power of Data and Machine Learning to help businesses unlock actionable insights, predict outcomes, and automate decision-making. By combining structured and unstructured data with intelligent algorithms, we deliver scalable ML-driven solutions that enhance efficiency, customer experience, and operational agility.

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KEY FEATURES

Data Preparation & Cleansing

Integrate, clean, and transform raw data from multiple sources.

Automated Decision-Making

Trigger workflows or actions based on AI outputs without human input.

Model Training & Deployment

Train, evaluate, and deploy supervised/unsupervised learning models.

AI-Driven Forecasting

Anticipate trends using regression, classification, and time-series models.

Real-Time Analytics & Dashboards

Visualize predictions, KPIs, and trends through live dashboards.

Natural Language Processing

Understand customer feedback, automate support, and analyze sentiment.

Data & Machine Learning Modules & Business Processes

Churn Prediction

Detect early signs of customer disengagement to improve retention.

Sales Forecasting

Predict demand and revenue trends with machine learning models.

Predictive Maintenance

Anticipate equipment failures using IoT and historical data patterns.

Fraud Detection

Identify anomalies in real-time for secure and compliant transactions.

Document Automation

Extract, classify, and process data from invoices, contracts, and forms.

INTEGRATION

Microsoft Azure ML

  • Build, train, and deploy ML models with integrated MLOps tools.
  • Create models easily with drag-and-drop or automated tuning.
  • Scale real-time and batch predictions using Azure’s infrastructure.

Dataverse

  • Store structured data for model training.
  • Feed predictions back into business apps.
  • Maintain data consistency across platforms.

Power BI

  • Create interactive dashboards with AI insights.
  • Visualize trends, predictions, and KPIs.
  • Share reports across teams and devices.

IoT Hubs / Sensors

  • Stream sensor data for real-time analysis.
  • Enable predictive maintenance use cases.
  • Detect anomalies and send alerts instantly.

Power Automate

  • Trigger workflows based on ML outputs.
  • Automate decisions like alerts or approvals.
  • Connect AI with business processes easily.

SharePoint / OneDrive

  • Extract data from documents automatically.
  • Organize and classify content using AI.
  • Streamline document-driven processes.

Dynamics 365

  • Forecast sales and demand with AI.
  • Enhance finance and service automation.
  • Personalize customer interactions at scale.

Third-Party APIs

  • Connect ML models to external CRMs/ERPs.
  • Enable cross-platform data intelligence.
  • Expand automation across the tech stack.

OUR KEY OFFERINGS

Enterprise Process
Diagnostic/ Review

20%

Reduction in discovery
timeline

Implementations

30%

Improvement in
operational efficiency

System
Integration

90%

Reduction in data errors through integrations

Migrations
& Upgrades

50%

Faster system operations

Managed
Services

40% - 60%

Faster IT issue resolution

Support &
Maintenance

70%

Faster critical ERP issue resolution

KEY HIGHLIGHTS & VALUE PROPOSITION

Business Domain Expertise

In-depth domain knowledge to address specific industry challenges cutting down up-to ~30% unnecessary customization costs.

Tailored Solutions

Customized workflows with full lifecycle support. Improved Efficiency, CSAT, NPS.

Measurable ROI

Innovation and strategy for tangible value, guaranteeing real ROI over a longer duration, including build-in inflation -adjustments and time to market.

VALUE PROPOSITION

60%

faster adoption of new system organization wide

Customer Education & Enablement

Multi-Channel Training Content | Localized & Multi-Language Training Support | Proactive User Engagement Strategies | Market trends update

20%

Project Time While Delivering Future Proof Solutions.

Comprehensive E2E Services

Strategy | Process Consulting & Re-Engineering Design | Implementation | Continuous Improvement Services | Cross- Functional Team Collaboration

30%

Saves Up To On Recurring Cost

Cost-Effectiveness

Scalable Solutions | Template Repository Technical Library | Test Case Repository | Technical COE | Offshore Delivery Model

30%

Reduced Risk Exposure Up To, With Automated Monitoring Tools.

Risk & Compliance

Automated Risk Assessment | Regulatory-Ready ERP Solution | GDPR & SOX Compliant Framework | Al-Driven Compliance Alerts & Notifications

We Can Help You To Fill This GAP

Current Challenges

1

Fragmented Data

2

Inefficient Processes

3

Operational blind spots

4

Limited insights

5

Manual tasks

Desired Outcomes

Unified platform for all data

Workflow automation

AI chatbots

Real‐time Insights

Seamless integrations and more!

What Sets Us Apart

  • - Technical
    COE

    15–20%

    faster delivery via  coding best practices & environment branching

    90%+

    certification rate    among COE tech experts

  • - Repository Frameworks

    99.5%

    data accuracy in client migrations

    4 Weeks

    manual migration effort saved by pre-tested scripts.

  • - Data
    Expertise

    15–20%

    reduction in project efforts with 100+ reusable templates from past projects.

    Reference for ease of customization, Power Platform automation, Power BI reports

  • - Pre-Built
    Accelerators

    25%

    reduction in implementation timelines with deployment accelerators.

    10+

    implementations successfully delivered faster time-to-value.

  • - Risk & Compliance Frameworks

    30%

    reduction in risk  exposure with automated monitoring tools.

    100+

    adherence to GDPR, SOC, ISO, and other relevant compliance standards.

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  •  
  •  
  •  
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  •  - Risk & Compliance Frameworks

    30%

    reduction in risk  exposure with automated monitoring tools.

    100+

    adherence to GDPR, SOC, ISO, and other relevant compliance standards.

  •  - Pre-Built
    Accelerators

    25%

    reduction in implementation timelines with deployment accelerators.

    10+

    implementations successfully delivered faster time-to-value.

  •  - Data
    Expertise

    15–20%

    reduction in project efforts with 100+ reusable templates from past projects.

    Reference for ease of customization, Power Platform automation, Power BI reports

  •  - Repository Frameworks

    99.5%

    data accuracy in client migrations

    4 Weeks

    manual migration effort saved by pre-tested scripts.

  •  - Technical
    COE

    15–20%

    faster delivery via  coding best practices & environment branching

    90%+

    certification rate    among COE tech experts

Let's Make Something Amazing Together

Innovate and optimize your business process to achieve your organization goals and reduce overall business cost.

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