Case Studies
Discover how Devcansol drives transformation across industries with tailored solutions and measurable impact.
Empowering a Gen-AI Product to Write SQL Across Industries
Built a Generative AI platform to automate SQL query generation from natural language, achieving 95% accuracy across dialects.
Full-Stack Managed Services for a US-Based Real Estate SaaS Platform
Transformed a SaaS platform with end-to-end development, SEO, and customer success, boosting organic traffic by 220%.
Staff Augmentation for Data Engineering and Analytics
Scaled a data provider’s team to support 4x more clients in 6 months, cutting pipeline downtime by 50%.
Reviving a Bookkeeping Company with End-to-End Brand Transformation
Rebranded a legacy bookkeeping firm, doubling leads and tripling social engagement in 4 months.
Scaling a Property Management Firm from 200 to 500 Doors
Enabled a firm to scale from 200 to 500 doors in 6 months with robust financial and reporting systems.
Empowering a Gen-AI Product to Write SQL Across Industries
Client Context
A fast-growing AI startup was building a next-generation Generative AI platform aimed at automating SQL query generation from natural language prompts. Their core challenge was to train robust NLP models capable of understanding business language and translating it into accurate SQL queries across different dialects and industry-specific datasets.
Our Approach
- Designed a multi-stage NLP model training pipeline tailored to parse intent, extract key metrics and dimensions, and construct SQL logic.
- Created a synthetic + real-world dataset bank from domains like Healthcare (e.g., EMR systems), Tech (product analytics), FMCG (inventory and sales), Entertainment (user watch behavior), and Web (GA4-style data).
- Supported SQL dialect variations including Snowflake, PostgreSQL, SQL Server, MySQL, and Redshift.
- Implemented automated evaluation frameworks to test query validity and correctness across live testbeds.
Impact
- Enabled 95% accuracy in top-1 SQL generations across all dialects.
- Allowed the client to launch a competitive AI-powered SQL assistant, resulting in 30% reduction in analyst dependency for mid-sized enterprise users.
Empowering a Gen-AI Product to Write SQL Across Industries
Built a Generative AI platform to automate SQL query generation from natural language, achieving 95% accuracy across dialects.
Full-Stack Managed Services for a US-Based Real Estate SaaS Platform
Transformed a SaaS platform with end-to-end development, SEO, and customer success, boosting organic traffic by 220%.
Staff Augmentation for Data Engineering and Analytics
Scaled a data provider’s team to support 4x more clients in 6 months, cutting pipeline downtime by 50%.
Reviving a Bookkeeping Company with End-to-End Brand Transformation
Rebranded a legacy bookkeeping firm, doubling leads and tripling social engagement in 4 months.
Scaling a Property Management Firm from 200 to 500 Doors
Enabled a firm to scale from 200 to 500 doors in 6 months with robust financial and reporting systems.
What Our Clients Say
Hear from our trusted partners about how Devcansol delivers impactful solutions with expertise and collaboration.
"We've had the pleasure of partnering with Devcansol and working directly with Venkat Viswanathan as a trusted subcontractor for Stellar. Their team has become an integral extension of ours, supporting a wide range of work across data engineering, DevOps, data curation, and application development."
"Venkat consistently brings deep technical expertise, a collaborative mindset, and a high standard of delivery to every project. Whether we're building scalable data infrastructure, optimizing pipelines, or standing up full-stack applications, the Devcansol team has proven to be reliable, responsive, and always focused on outcomes."
"Their versatility and professionalism make them a valuable partner as we build innovative solutions for our customers."
"Partnering with Devcansol has been a game-changer for our platform. The team quickly took full ownership of our product lifecycle, from development and SEO to customer success, and consistently delivered with quality and speed."
"We saw a significant increase in organic traffic to our clients' websites, a significant drop in support escalations, and a huge boost in customer satisfaction."
"Their ability to operate as an extension of our core team gave us the confidence to fully outsource our operations to them while we focused on go-to-market. Simply put, they’ve been instrumental in our growth."
"We've had the pleasure of partnering with Devcansol and working directly with Venkat Viswanathan as a trusted subcontractor for Stellar. Their team has become an integral extension of ours, supporting a wide range of work across data engineering, DevOps, data curation, and application development."
"Venkat consistently brings deep technical expertise, a collaborative mindset, and a high standard of delivery to every project. Whether we're building scalable data infrastructure, optimizing pipelines, or standing up full-stack applications, the Devcansol team has proven to be reliable, responsive, and always focused on outcomes."
"Their versatility and professionalism make them a valuable partner as we build innovative solutions for our customers."