AI Solutions In Action
Detailed case studies with solution architectures — Copilot Studio, Azure AI Foundry, and AI automation workflows we've built for real clients.
Multilingual RAG Assistant
AI-powered bilingual chatbot with enterprise knowledge retrieval
The Challenge
A Spanish automation agency needed a bilingual (English/Spanish) AI assistant that could answer complex technical questions from their internal SharePoint knowledge base and external documentation — without hallucinations.
Our Solution
- Built a Copilot Studio agent with custom topic flows and language detection routing
- Integrated Azure AI Search with hybrid vector + keyword retrieval for accurate document grounding
- Connected SharePoint as a live knowledge source via Power Automate custom connectors
- Implemented GPT-4 embeddings for semantic search and GPT-4 completion for response generation
- Added external REST API integrations for real-time data from third-party systems
Results & Impact
Technology Stack
“The work that Lokesh has done for us on this AI agent has been outstanding. He combines deep technical expertise with an ability to explain complex setups in a clear manner. Delivered on time and on budget, solved problems creatively, and went above and beyond.”
— Luis, AI Automation Agency, Spain
AI Cybersecurity Assessment Assistant
Automated security report analysis with RAG + GPT-4 risk scoring
The Challenge
A cybersecurity professional needed to automate the analysis of hundreds of Qualys vulnerability reports — manually reviewing each report took hours, and risk scoring was inconsistent across analysts.
Our Solution
- Built an Azure AI Foundry RAG pipeline with Prompt Flow orchestration
- Ingested Qualys reports via Azure Data Factory with Document Intelligence OCR
- Created vector embeddings using text-embedding-ada-002 indexed in Azure AI Search
- Implemented GPT-4-powered risk scoring engine with Critical/High/Medium/Low classification
- Generated automated remediation recommendations and executive summary reports
- Added RBAC, Azure Key Vault secrets management, and Azure Monitor logging
Results & Impact
Technology Stack
“I had good experience through working with your expertise and your thoughtful approach to handling the issues during the project. Your way to handle the issues gives me the opportunity to work towards and out of the box.”
— Ghiada, InfoSec Professional, Middle East
Comprehensive AI Automation Ecosystem
End-to-end intelligent workflow for sales, support & content
The Challenge
A US-based business was drowning in manual email triage, social media management, and CRM data entry. They needed an intelligent system that could classify incoming communications, auto-respond, generate content, and update CRM — all without human intervention.
Our Solution
- Designed Make.com orchestration workflows connecting Gmail, HubSpot, and social platforms
- Integrated ChatGPT API for intent classification of incoming emails (Sales / Support / Content)
- Built auto-qualification pipeline that scores leads and updates HubSpot deals automatically
- Created AI-powered email response system with knowledge-based, context-aware replies
- Implemented social media content generation and auto-scheduling pipeline
- Built custom HubSpot landing pages for campaign tracking and conversion analytics
Results & Impact
Technology Stack
“Working together was seamless and rewarding. The result was a significant boost in operational efficiency and communication effectiveness across platforms. Custom HubSpot landing pages, social media automation, and intelligent email response systems.”
— Scott, Business Operations, Greenbrier, US
Additional Use Cases
Real-Time Vulnerability Management Dashboard
Automated data pipeline from Qualys APIs to Power BI with role-based access, severity filtering, and remediation tracking.
35% faster remediation cyclesCross-Channel Marketing Analytics
Migrated legacy Excel to BigQuery with automated ingestion from Google Ads, Meta Ads, and Amazon. Interactive Power BI dashboards.
Full marketing automation achievedEnterprise Finance Monitoring
Real-time DirectQuery dashboard with Dynamics 365 integration, advanced filtering, row-level security, and Excel export.
6-month ongoing engagementHave a Similar Use Case?
We design and build custom AI solutions — from Copilot Studio agents to Azure AI Foundry pipelines. Let's discuss your architecture.