Insights

Hardik Patel

July 22, 2026

We Fixed a Broken FNOL Process Flow with an AI Layer, Without Rebuilding the Core System

By : Hardik Patel

A mid-sized insurer came to us with a FNOL process flow that was slowing every claim down before an adjuster even saw it. This article...

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Supan Shah

July 21, 2026

How We Managed Snowflake Data Access Control for Clients with Multiple Teams

By : Supan Shah

This article walks through how to manage Snowflake data access control across multiple teams, drawn from our work with clients in healthcare, banking, finance, and...

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Supan Shah

July 20, 2026

Data Warehouse Migration to AWS: Our 14-Week Redshift Migration Journey

By : Supan Shah

A data warehouse migration to AWS means moving your data, your tables, and the code that runs your reports onto Amazon Redshift. Moving the data...

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Pratik Panchal

July 16, 2026

Bacancy’s Insights from Building RAG Applications with Vertex AI for a UK-Based Client

By : Pratik Panchal

This guide shares Bacancy's experience building RAG applications with Vertex AI for a UK-based healthcare organization. Explore the complete development process, practical engineering decisions, and...

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Mehul Budasna

July 15, 2026

How We Set Up AWS Data Integration That Pulled a Client’s Six Source Systems Into One Pipeline

By : Mehul Budasna

This article will take you through how we created a data integration pipeline using AWS for a client whose business ran on six systems with...

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Supan Shah

July 14, 2026

RAG on Databricks: 5 Problems We Faced in Production and How We Solved Them

By : Supan Shah

Building a RAG assistant on Databricks is easy to start but hard to get right in production. This insight covers the five problems we ran...

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Ravi Nandani

July 10, 2026

How Bacancy’s AI Integration Strategies Help Businesses Turn AI Into a Working Capability

By : Ravi Nandani

In this article, we'll look at why AI actually delivers results in 2026, and the short answer is integration, not the model you choose. A...

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Chandresh Patel

July 9, 2026

How We Handled Authentication and RBAC Across a Full-Stack Fintech SaaS

By : Chandresh Patel

This insight covers how Bacancy rebuilt authentication and RBAC across a full-stack fintech SaaS already live in production. It explains where access control was breaking,...

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Supan Shah

July 8, 2026

How We Used Generative AI for Data Analytics That Let a Client’s Ops Team Query Snowflake in Plain English

By : Supan Shah

Generative AI for data analytics lets a non-technical team query a data warehouse in plain English by turning their questions into SQL, but in production...

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Ravi Nandani

June 24, 2026

The Three AI Layer Approach: How Bacancy Meets Rising Client Expectations

By : Ravi Nandani

Most AI projects fail because of broken architecture, not the wrong model. This article breaks down Bacancy's three-layer AI framework covering Data, LLM, and Application....

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Supan Shah

June 19, 2026

We Tested 10 Open Source Vector Databases for RAG Against Enterprise Workloads

By : Supan Shah

Not all vector databases are built for the same workloads. In this article, we compare 10 open-source vector databases, explain the criteria used to evaluate...

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Nikita Sakhuja

June 18, 2026

How We Scaled A Legacy App With jQuery To Vue 3 Migration

By : Nikita Sakhuja

This insight walks through a jQuery to Vue 3 migration that Bacancy delivered for a US logistics SaaS company whose shipment-tracking dashboard had outgrown its...

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