Real Results forReal Teams

Challenge

A large enterprise needed to search across disparate systems including Salesforce, SharePoint, databases, and file systems. Employees were wasting hours searching for information.

Solution

Built a centralized search system that pulled from CRMs, databases, cloud drives, and file systems, delivering a single, unified search experience with semantic understanding and permission-aware results.

Results

• Reduced search time by 90%
• Unified 20+ data sources into one interface
• Improved employee productivity by 35%
• Decreased support tickets related to finding documents by 50%

Technologies

Challenge

Traditional keyword search was failing to understand user intent and context, leading to poor search results and frustrated users.

Solution

Implemented semantic search with embeddings, vector similarity, and query expansion using NLP models to understand user intent beyond simple keyword matching.

Results

• Increased click-through rates by 200%
• Reduced no-result queries by 55%
• Enhanced user satisfaction scores by 45%
• Improved search relevance substantially

Technologies

Challenge

Thousands of scanned PDFs and image-based documents were not searchable, making document retrieval slow and inefficient.

Solution

Indexed scanned PDFs, contracts, and image files using OCR technology, enabling full-text search within hand-signed or image-based documents.

Results

• Made 5M+ documents searchable
• Reduced document retrieval time by 75%
• Improved compliance and audit readiness
• Saved 20 hours per week in manual searches

Technologies

Challenge

A client needed a scalable, cost-effective scraping solution that could handle millions of requests daily without infrastructure management overhead.

Solution

Built a serverless architecture using AWS Lambda, Fargate, EventBridge, and Knime for orchestration. Data flows through S3 and Glue into Aurora PostgreSQL with full CloudWatch observability.

Results

• Scaled to 500M+ requests per day
• Reduced infrastructure costs by 85%
• Achieved 99.9% uptime with retry mechanisms
• Real-time monitoring and alerting

Technologies

Challenge

Traditional scrapers failed on modern single-page applications with heavy JavaScript, dynamic content loading, and bot detection.

Solution

Implemented Puppeteer and Playwright with stealth mode, proxy rotation, and smart retry logic to scrape dynamic content reliably while avoiding detection.

Results

• Successfully monitored 100M+ SKUs
• Handled rate limiting and bot detection
• Maintained 95% success rate
• Delivered real-time price updates

Technologies

Challenge

Leadership needed unified visibility across sales, marketing, and operations but data lived in separate systems.

Solution

Built Power BI dashboards with DAX calculations, row-level security, and real-time data refresh from multiple sources including Salesforce, MySQL, and Google Analytics.

Results

• Unified data from 6+ sources
• Reduced reporting time by 80%
• Enabled data-driven decision making
• Deployed Global Executive War Room

Technologies

Challenge

Business users needed the ability to create their own reports without relying on the data team for every request.

Solution

Designed SQL-first dashboards with curated datasets, multi-level filters, and pre-calculated metrics using Apache Superset, enabling self-serve analytics.

Results

• Reduced data team requests by 70%
• Empowered 50+ business users
• Created 100+ self-serve dashboards
• Improved decision-making speed by 65%

Technologies

Challenge

Clients wanted to see campaign performance directly in their portal without logging into separate analytics tools.

Solution

Integrated token-secured Tableau and Power BI reports into the client portal with role-based access and automated data refresh.

Results

• Embedded analytics for 200+ clients
• Increased client retention by 25%
• Reduced support queries by 40%
• Improved client satisfaction scores

Technologies