AI-First Data Consulting

We Build Intelligence
That Works for You

Agentic AI apps, enterprise data engineering, and Power BI dashboards that don't just display numbers — they think, predict, and act for your business.

connect@hansconsulting.in
150+Projects Delivered
5.0★Client Rating
20+Countries
Power BI
Agentic AI
LangChain
Azure Fabric
AI Copilot
RAG Chatbots
ETL Pipelines
Key Influencers
GPT-4o
FastAPI
Driver Analysis
Python
Power BI
Agentic AI
LangChain
Azure Fabric
AI Copilot
RAG Chatbots
ETL Pipelines
Key Influencers
GPT-4o
FastAPI
Driver Analysis
Python
Our Core Offerings

Three Pillars of Modern Data Intelligence

From autonomous AI agents to enterprise BI — we deliver across the full data value chain.

01 · Pillar One

Agentic AI Apps

Autonomous multi-step AI agents that process invoices, monitor compliance, research properties, qualify leads, and answer questions from your own documents — 24/7 without human intervention.

LangChainGPT-4oFastAPIRAGMCP
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02 · Pillar Two

Data Engineering & Management

Clean, scalable data pipelines from any source — ERP, CRM, APIs, flat files — into Power BI-ready semantic models. Azure Fabric, Data Factory, dbt, and Python-powered ETL.

Azure FabricdbtPythonSQLETL
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03 · Pillar Three

Business Intelligence & Visualization

Executive Power BI dashboards with AI Copilot, Key Influencers, and Driver Analysis. Agentic BI systems that monitor, alert, and act autonomously on your behalf.

Power BICopilotDAXRLSAgents
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Intelligence, Not Just Reports

Business Intelligence Capabilities

Every service visualised with the exact tool it uses — because seeing is understanding.

Power BI Dashboard Executive Sales Intelligence $4.2M REVENUE ↑ 23.4% YoY GROWTH ✦ COPILOT ENABLED

Power BI Mastery

Executive dashboards with advanced DAX, Row-Level Security, AI Copilot summaries, and drillthrough analytics — built for decisions, not just data display.

DAXCopilotRLSDrillthrough
AI Copilot Natural Language Analytics Why did revenue drop in Q3? 📊 Q3 dip driven by 3 factors: APAC slowdown · Price increase · Seasonality APAC ↓18% Price up +12% Seasonal dip Ask Copilot anything...

AI Copilot & Chat

Natural language querying, AI-generated summaries, and conversational analytics — so any business user gets answers without writing a single query.

NLQCopilot ChatLLMAI Summary
Agentic BI Network AGENT Alert Slack Email Flag Report

Agentic BI Systems

Self-monitoring BI that detects anomalies, triggers automated workflows, fires Slack alerts, and emails reports — before anyone notices a problem.

AI AgentsAlertsAutomationProactive
Key Driver Analysis Revenue ↑ When... Region = APAC 85% Tier = Enterprise 68% Channel = Direct 54% APAC 85% Enterprise 68%

Key Driver Analysis

AI-powered decomposition trees and Key Influencer visuals that explain the exact "why" behind every metric — turning data observation into business action.

Driver TreeInfluencersRoot CauseAI
Data Pipeline Architecture ERP CRM APIs ETL Fabric/dbt Star Schema Semantic Model Power BI Sources Transform Model

Data Engineering

Clean, reliable pipelines from ERP, CRM, and APIs into Power BI-ready semantic models using Azure Data Factory, Fabric, dbt, and Python.

ETLAzure FabricdbtPython
Predictive Analytics Historical Forecast ML Model ↑ 94%

Predictive Analytics

Churn prediction, demand forecasting, failure detection — ML models embedded directly into Power BI dashboards so leadership sees the future, not just the past.

ML ModelsForecastingPythonAzure ML
Agentic AI Apps

AI Agents That Work While You Sleep

Production-ready autonomous agents for finance, compliance, real estate, and operations — built with LangChain, GPT-4o, and FastAPI.

Finance

AI Invoice & Back-Office Processing Agent

Upload vendor invoices → agent extracts line items, matches POs, flags mismatches, and pushes approved entries into QuickBooks/Xero automatically. Zero manual data entry.

LangChainGPT-4oQuickBooks APIFastAPI
Compliance

AI Compliance & Regulatory Monitoring Agent

Monitors transactions daily against AML, GDPR, SOX rules — generates audit-ready summaries, fires Slack alerts only when human review is genuinely needed.

LangChainOpenAIPostgreSQLSlack API
Real Estate

AI Property Research & Market Report Agent

Enter an address → agent searches listing sites, pulls comparable sales and rental yields, and generates a 1-page investment summary PDF in under 2 minutes.

LangChainWeb SearchZillow APIReportLab
CX

AI Customer Support & Intake Agent

Handles inbound enquiries 24/7 — qualifies leads, answers FAQs from your knowledge base, books appointments, and escalates complex cases to humans intelligently.

LangChainRAGCalendly APINext.js
Knowledge

RAG Chatbot Over Business Documents

Upload SOPs, policies, contracts, and manuals → AI chatbot answers questions with citations. Law firms, healthcare, SaaS — anyone with documentation they want searchable.

LangChainPineconeOpenAIStreamlit
Custom

Custom Agentic Workflow Development

Have a unique back-office process? We architect bespoke multi-agent systems with memory, tool use, and human-in-the-loop — tailored to your exact workflow requirements.

LangGraphCrewAIMCPFastAPI
Data Engineering & Management

Your Data Foundation, Built Right

Scalable, reliable, and governed — data infrastructure that powers both your dashboards and your AI agents.

🔗

Data Integration & ETL

Connect and ingest from any source — ERP, CRM, APIs, databases, flat files — with automated, monitored pipelines that run reliably every day.

Azure Data FactorydbtPythonAirbyte
🏗️

Data Modelling & Semantic Layer

Star schema design, dimension tables, calculated columns, and semantic models that make your data fast, consistent, and easy to query from any tool.

Star SchemaPower BI SemanticDAX
☁️

Azure Fabric & Lakehouse

End-to-end Fabric implementation — OneLake, Dataflows, Notebooks, and Pipelines — for organisations ready to unify their entire data estate in one platform.

Microsoft FabricOneLakeSpark
🔐

Data Governance & Quality

Row-level security, data catalogues, validation rules, and automated testing to ensure your data is trustworthy, compliant, and audit-ready at all times.

RLSData CatalogueTestingPurview
How We Work

Our Delivery Lifecycle

A structured, AI-accelerated consulting framework refined across 150+ global engagements.

01
Discovery
KPIs, stakeholders & data audit
02
Architecture
Data model, pipeline & AI design
03
Build
Dashboards, agents & ETL
04
Test & Validate
UAT, accuracy & performance
05
Deploy & Scale
Go-live, training & evolution
🔍

Discovery

  • Stakeholder interviews
  • KPI mapping workshop
  • Data source audit
  • Success metrics defined
🏗️

Architecture

  • Star schema design
  • ETL pipeline blueprint
  • Security model (RLS)
  • AI layer scoping

Build

  • DAX measures & KPIs
  • Dashboard UI design
  • Copilot integration
  • Agent workflows

Validate

  • Data accuracy checks
  • User acceptance testing
  • Performance optimisation
  • Stakeholder sign-off
🚀

Deploy

  • Workspace deployment
  • User training
  • Documentation handover
  • Monitoring & alerts
Raw Data
ETL Pipeline
Data Model
Power BI
AI Copilot
Agentic Alerts
Business Decisions ✓
Industries

Deep Domain Across 12 Industries

✈️
Airline Analytics
💰
Financial Analytics
🏥
Healthcare
🚚
Logistics
📣
Marketing Analytics
⚙️
Operations
🛒
Sales & Marketing
🌿
FMCG & Retail
📊
Performance Analytics
🎮
Gaming & Media
💡
Insights Platforms
🏗️
Project Management
Client Testimonials

What Our Clients Say

Ready to Build Intelligence
That Works for You?

Whether it's a Power BI dashboard, an AI invoice agent, or a full data platform — let's start today.

connect@hansconsulting.in