Deccan AI Blogs

A space that documents everything we're building and learning sitting at the intersection of frontier model development and enterprise AI deployment.

Introducing STARK RL Environments: Heralding The Next Chapter in Post-Training

Introducing STARK RL Environments: Heralding The Next Chapter in Post-Training

// Aangeeras

// Jaiprasad Reddy

May 25, 2026

$25M in Series A: Building Superaccurate AI

$25M in Series A: Building Superaccurate AI

// Aangeeras

// Fawaz

April 14, 2026

Decoding Model Intelligence: A Deep Dive into Mathematical Reasoning and Evaluation Metrics

Decoding Model Intelligence: A Deep Dive into Mathematical Reasoning and Evaluation Metrics

// Deccan Team

November 10, 2025

Quality Is a Strategy, Not a Step: The Deccan AI Approach to Data Excellence

Quality Is a Strategy, Not a Step: The Deccan AI Approach to Data Excellence 

// Kashish Khandelwal

// Harshith Venkat G

August 9, 2025

How Deccan AI’s Expert Evaluation Platform Powers Pristine Data

How Deccan AI’s Expert Evaluation Platform Powers Pristine Data

// Kashish Khandelwal

// Adnaan Mohammed

July 28, 2025

The Silent Bottleneck in AI: The Interface Problem

The Silent Bottleneck in AI: The Interface Problem

// Kashish Khandelwal

// Adnaan Mohammed

July 17, 2025

Transforming Web Workflows with Next-Gen Agents

Transforming Web Workflows with Next-Gen Agents

// Harshith Venkat G

June 16, 2025

Red Teaming LLMs with India’s Cultural Complexity

Red Teaming LLMs with India’s Cultural Complexity

// Guneet Singh

October 26, 2024

This doesn’t have to end here

Accuracy is Intelligence