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Use Cases & Architectures

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.

Microsoft Copilot StudioAzure AI FoundryAzure OpenAI (GPT-4)Make.com + HubSpotPower BI + Azure
Microsoft Copilot Studio

Multilingual RAG Assistant

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.

6 weeks
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Azure AI Foundry

AI Cybersecurity Assessment Assistant

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.

4 weeks
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Make.com + ChatGPT + HubSpot

Comprehensive AI Automation Ecosystem

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.

2 months
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Microsoft Copilot Studio

AML / CDD Onboarding Copilot

Lawyers and authors needed a reliable way to navigate complex AML/CDD onboarding processes, validate entity types and risk profiles, and gather evidence from public registers without compromising legal accountability.

4 weeks
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Microsoft Copilot Studio

Clinical Note Quality Copilot

Clinicians struggled with interpreting unstructured clinical notes consistently, separating writing quality from compliance risks, and getting actionable feedback to improve their documentation.

6 weeks
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Microsoft Copilot Studio

Resume RAG Pipeline for Recruiters

Recruiters were managing scattered resume PDFs across multiple Outlook mailboxes, struggling with duplicate detection, and lacked an efficient way to search and rediscover talent based on specific skills or requirements.

4 weeks
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Microsoft Copilot Studio + Power Apps

Smart Forms Copilot

Users experienced high friction when completing complex compliance, sales, and project-intake forms. It was difficult to balance conversational flexibility with strict structured form completion while grounding answers in policy documents.

5 weeks
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Microsoft Copilot Studio

ServiceNow Enterprise Copilot

Enterprise users needed a unified way to access complex platform information, governance data, and business workflows directly from Microsoft 365 without navigating the complex ServiceNow interface, while maintaining strict access permissions.

4 weeks
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Microsoft Copilot Studio

AI Fraud Detection Copilot

Security teams faced significant manual overhead investigating suspicious emails. The process required checking multiple threat intelligence sources, validating IPs/URLs, handling timeouts, and generating comprehensive incident reports.

8 weeks
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More Solutions

Additional Use Cases

Power BI + Azure Data Factory

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 cycles
BigQuery + Power BI

Cross-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 achieved
Power BI + D365 DirectQuery

Enterprise Finance Monitoring

Real-time DirectQuery dashboard with Dynamics 365 integration, advanced filtering, row-level security, and Excel export.

6-month ongoing engagement

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