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About Us

Empowering AI with Pristine, Human-Curated Data

Our Mission

Our mission is to empower companies with the highest-quality, human-verified datasets, becoming the trusted partner for superior AI model training.

From Frustration to Foundation:
The Deccan AI Story

The
Frustration

This isn't working.

Across the AI industry, teams kept running into the same wall:

Inconsistent, error-prone annotations
Endless spot-checks and rework
Vendors who overpromised and underdelivered

Quality wasn't just missing it was an afterthought.

The
Consequence

Poor data breaks everything.

In critical pipelines like RLHF and SFT, bad labels didn’t just slow teams down:

It broke trust in outputs
It drained engineering bandwidth
It made teams wonder: "Should we just do this ourselves?"

The
Turning Point

There has to be a better way.

We realized the fix wasn’t more oversight.It was a total rethinking of how quality should be built into the DNA of data pipelines.

The Deccan Approach:
Quality as Infrastructure

We built Deccan AI with quality as the core system, not a patch.

Every layer of our process is tuned for pristine, trustworthy data:

People

Trained annotators, expert reviewers, and domain specialists
Human judgment where it matters most

Processes

Tight QA loops, gold-data calibration, and multi-layer review
Real-time feedback to prevent drift

Platforms

Custom-built infra to track, score, and elevate label quality
Transparent metrics-so teams see what we see

Platforms

Custom-built infra to track, score, & elevate label quality
Transparent metrics—so teams see what we see

People

Trained annotators, expert reviewers, and domain specialists
Human judgment where it matters most

Processes

Tight QA loops, gold-data calibration, and multi-layer review
Real-time feedback to prevent drift

The Outcome: What Quality Really Means at Deccan AI

Accuracy

Every data point is labeled with care and expertise.

Usability

Data is ready for your ML models-no extra cleanup.

Consistency

Uniform standards, no matter who annotates.

Reliability

You get exactly what you expect, every time.

At the end of the pipeline, you don’t just get data. You get data that’s built to perform by design.

Our Leadership

Our leadership team brings deep industry expertise and a shared vision to advance responsible AI. Together, they guide Deccan AI in delivering pristine, human-curated data with quality and trust at its core.

Our leadership team brings deep industry expertise and a shared vision to advance responsible AI

Founder

Rukesh Reddy

Founder

Rukesh Reddy

Founder

15+ years across Citi, Monitor, JPM. IIT Bombay and IIMA

Revenue

Jagdeep Sahni

Revenue

Jagdeep Sahni

Sales

20+ years B2B sales (AWS, Intuit). Kellogg MBA

Strategy

Purva Bhandari

Strategy

Purva Bhandari

Strategy

15+ years across Google, McKinsey, Amex. IIT Madras and IIMA

15+ years across Google, McKinsey, Amex. IIT Madras & IIMA

Google Account Manager

Samir Janveja

Strategic Accounts

Samir Janveja

Google Account Manager

11 years at Google + 2 years at Amazon (Ad sales). Ross BBA; UCB Haas MBA

11 years at Google + 2 years at Amazon. Ross BBA; UCB Haas MBA

Tech

Mahesh Reddy

Tech

Mahesh Reddy

Tech

Ex-HackerRank (Head of Editors team)

“For evaluating powerful RAG and Agentic systems, you need high quality data. Deccan AI provided us with exactly that. The team also worked very closely with us as we improved our benchmarking process and they were able to turn on a dime. I’d strongly recommend them.”