AI · Data · Automation · Software

Build Smarter.
Automate Faster.
Decide With Data.

We build AI-powered automation, data platforms, analytics systems and digital products that help healthcare, clinical research, commerce and growing businesses work smarter.

Start a Project Explore Our Capabilities
Live data pipeline Simulated
  • Data Connected
  • Pipeline Running
  • AI Processing
  • Insights Ready

Illustrative architecture — not a live production monitor.

Capabilities

  • SQL
  • Python
  • Power BI
  • Microsoft Fabric
  • Azure
  • ETL / ELT
  • AI Automation
  • APIs
  • Databases
  • Full-Stack Development

Your business already has the data.
The problem is what happens next.

Fragmented Data

Data lives across spreadsheets, databases, APIs and disconnected systems — no single version of the truth.

Manual Processes

Teams spend hours repeating work that could be automated — copying, reconciling, re-entering.

Delayed Reporting

Decision-makers wait for reports instead of seeing information in real time.

Legacy Systems

Old systems make it difficult to scale, integrate new technology, or move to the cloud.

Data Without Intelligence

Businesses collect enormous amounts of data but struggle to turn it into useful decisions.

AI Without Infrastructure

Organizations want AI but lack the data, APIs and workflows required to deploy it properly.

We connect the pieces. See how →

What we do

Services built for
measurable outcomes.

Every engagement starts from the business problem — then we design the data, AI and software around it.

AI Automation & AI Agents

Turn repetitive work into intelligent workflows.

Intelligent systems that automate repetitive business workflows, interact with users, analyze information, and connect your business systems.

  • AI agents
  • AI chatbots
  • Workflow automation
  • Knowledge assistants
  • Document processing
  • Data extraction
  • Support automation
  • LLM integrations
  • API-based AI workflows
  • AI-powered reporting

Data Engineering

Build data infrastructure your business can actually trust.

Reliable data infrastructure that transforms fragmented operational data into clean, scalable, analytics-ready systems.

  • ETL / ELT pipelines
  • Data warehouses
  • Data lakes
  • Azure Data Factory
  • Microsoft Fabric
  • SQL
  • Python
  • PySpark
  • API ingestion
  • Data quality
  • Data modeling
  • Orchestration

Data engineering for healthcare →

Business Intelligence & Analytics

Turn raw data into decisions.

Interactive dashboards and semantic models that give executives and operators one reliable view of performance.

  • Power BI
  • Executive dashboards
  • Operational dashboards
  • KPI monitoring
  • Data modeling
  • DAX
  • Power Query
  • Self-service analytics

Power BI for healthcare →

Business Analysis

Understand the process before automating it.

Structured analysis of requirements, processes and KPIs — so automation and software solve the right problems.

  • Requirements analysis
  • Process analysis
  • KPI definition
  • Workflow mapping
  • Process optimization
  • Digital transformation planning

Database Migration

Move your data without losing control of it.

Planned, validated migrations from legacy databases to modern cloud platforms — with minimal downtime.

  • SQL Server
  • MySQL
  • PostgreSQL
  • Azure SQL
  • Schema migration
  • Data validation
  • Performance optimization
  • Zero-downtime strategies

Database migration for healthcare →

Full-Stack Web Development

From idea to production-ready application.

Business web applications, portals and internal tools — database-backed, secure, and built to scale.

  • Web applications
  • Client portals
  • Admin dashboards
  • REST APIs
  • Authentication
  • Role-based access
  • Third-party integrations
  • AI-powered apps

Reporting & Automation

Stop building the same report every week.

Automated, scheduled reporting with data-driven alerts — executive and operational reports that refresh themselves and land in inboxes on time.

  • Automated reporting
  • Scheduled reports
  • Executive reporting
  • KPI reporting
  • Automated data refresh
  • Email distribution
  • Data-driven alerts
Start a Project

Who we serve

Technology built
around your business.

Clinical Research

Research operations run on complex, high-stakes data. We build the pipelines, quality controls and reporting that keep studies moving.

    Healthcare specialization

    Technology for teams
    where data matters.

    Healthcare and clinical research generate some of the most complex operational and analytical data. We help organizations structure, integrate, analyze and automate that data — designing systems around security, access control and operational requirements.

    • Role-based access
    • Data governance
    • Auditability
    • Secure integrations
    • Data quality
    • Healthcare-aware architecture
    1. Clinical / Operational Systems
    2. Data Integration
    3. Data Engineering
    4. Secure Data Layer
    5. Analytics / BI
    6. AI / Automation
    7. Decision Making

    Technical depth

    The technology
    behind the solution.

    Data

    • SQL
    • Python
    • PostgreSQL
    • MySQL
    • SQL Server
    • Azure SQL

    Data Engineering

    • Azure Data Factory
    • Microsoft Fabric
    • ETL / ELT
    • APIs
    • Data Pipelines
    • Data Modeling
    • PySpark

    Analytics

    • Power BI
    • DAX
    • Power Query
    • Semantic Models
    • Executive Dashboards
    • Operational Analytics

    AI

    • LLMs
    • AI Agents
    • AI Chatbots
    • AI Automation
    • RAG
    • API Integrations
    • Intelligent Workflows

    Software

    • Full-Stack Web Applications
    • REST APIs
    • Authentication
    • Databases
    • Admin Portals
    • Internal Tools

    How it fits together

    From fragmented systems to
    an intelligent business layer.

    Data Sources

    CRMERPEHR / Clinical SystemsDatabasesAPIsSpreadsheetsE-commerce Platforms

    Data Engineering

    ETL / ELTData PipelinesData TransformationData QualityData Modeling

    Data Platform

    SQLCloud DatabaseWarehouseLakehouseSemantic Layer

    Intelligence

    Power BIAnalyticsAILLMsAI Agents

    Business Applications

    DashboardsReportsAutomationWeb AppsAlertsDecision Support

    How we work

    A process built
    for complex systems.

    1. Discover

      Understand the business, existing systems, data and goals.

    2. Architect

      Design the data, software, automation or AI architecture.

    3. Build

      Develop pipelines, applications, dashboards, AI workflows or integrations.

    4. Validate

      Test data quality, workflows, security, performance and usability.

    5. Optimize

      Monitor, improve and scale the solution.

    Solution examples

    What we can build.

    Illustrative solution patterns — not claimed client projects.

    Example

    Clinical Research Intelligence Platform

    Research data → ETL → Secure database → BI → Automated reporting

    Centralized research data with quality checks, audit trails and automated study reporting for research teams.

    Example

    Healthcare Operations Dashboard

    Operational systems → Data pipeline → Semantic model → Power BI → Executive insights

    One view of clinical and operational performance for hospital and clinic leadership.

    Example

    AI Workflow Automation

    Documents / emails / APIs → AI agent → Business rules → Database → Automated action

    AI agents that read, decide and act inside your existing workflows — with human oversight where it matters.

    Example

    E-commerce Analytics Platform

    Orders → Customers → Products → Data warehouse → Analytics → Automated reporting

    Sales, customer and inventory analytics on a warehouse your team can trust, with reports that run themselves.

    Outcomes our work
    is designed to produce.

    Reduce Manual Work

    Automate repetitive processes.

    Improve Visibility

    Give teams one reliable view of business performance.

    Accelerate Decisions

    Make important information available faster.

    Improve Data Quality

    Create controlled and repeatable data pipelines.

    Scale Operations

    Build systems that can grow with the business.

    Enable AI

    Create the infrastructure required for practical AI adoption.

    What are you
    trying to solve?

    Select a challenge above to see how we'd approach it.

    Start the conversation

    Have a data, AI
    or automation problem?

    Tell us what you’re trying to improve. We’ll help you identify the right technical approach.

    • Direct line to the team that will design your solution
    • No obligation — an honest technical read of your problem
    • Response within one business day

    Prefer email? info@groupconsulting.org

    Book a Consultation

    We reply within one business day.