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You can contact the apprenticeship office through our official phone hotline above, or with the web-form below. We generally respond to written requests within 7-10 days.

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// Deccan AI raises $25M Series A

Build Super AI

Bridge the gap from ideation to execution, using Deccan AI’s super accurate data, RL environments, and agents.

// Trusted by top frontier labs and enterprises

Build. Deploy. Evaluate.
The platform that supports you all along your AI journey.

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Accelerate frontier model performance with pristine post-training data

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Reliable. Accurate. Truly value-additive agents. That's Deccan AI's EnterpriseOS.

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Join the top 1% domain experts who're shaping the future of AI.

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Post-training data par none. Grounded in Research + Battle Tested

Download Data Samples

Audio, video, visual, and doc intelligence datasets for mid/post training and evals.

Private code repos for training & evals, capturing real-world scenarios and deployable across SWE-Bench, Terminal Bench or any custom bench.

Tool use. Browser Use. Computer Use. Multi-step execution trajectories across real-world and simulated environments.

General-purpose training and eval data across foundational areas like instruction-following, contextual awareness, and trust & safety.

Where embodied AI gets its ground truth. Every angle, every motion. From ego to exo, off-the-shelf or built for your embodiment.

STEM, deep research, finance, consulting and more function-specific data designed by deep subject experts.

Datasets

Multi-modal

Audio, video, visual, and doc intelligence datasets for mid/post training and evals

Coding

Private code repos for training & evals, capturing real-world scenarios and deployable across SWE-Bench, Terminal Bench or any custom bench.

Agentic

Multilingual text corpora for instruction tuning, RLHF and language model alignment.

Model Alignment

General-purpose training and eval data across foundational areas like instruction-following, contextual awareness, and trust & safety.

Physical Intelligence

Labelled image and video datasets for computer vision and multimodal model training.

Safety

Red-teaming, adversarial prompts, and alignment datasets for safer AI systems.

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Where your models learn by failing

Perfect RL environments for your models to unlock next-level performance.

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Code-based containerised environments

Every server comes with exact tool signatures, server statefulness, permissions, and rate limits encoded by design.

Five-step verifiers

Most environments have verifiers that only check the final output. STARK RL comes with trace-level path checks, end-state communication checks, SQL-grounded state verification and more to confirm if every action happened.

Tasks built by practitioners

Every scenario written by a domain SME from workflows they run daily.

Helix: The Enterprise Eval Suite

Automated-evals often miss the edge cases that break your agents in production. Helix's dynamic evals (AI + Humans) ensures your evals are no longer a hall of mirrors.

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Continuous agent monitoring and drift detection:

Helix captures live production traces and scores them against defined rubrics in real time. Threshold breaches trigger alerts before failures reach users.

Flexibility to set your AI-to-human eval ratio

Run fully automated evals or route to events like rubric breaches, model updates and more for human-led evals.

Expert-designed prompts, rubrics, and scenarios

Deccan SMEs convert every failure pattern Helix detects into new eval scenarios, prompts and rubrics, so evals stay ahead of production.

Bespoke Agentic Solutions
to transform your Back Office

// Research

Independent benchmarks that test the limits of frontier models

At Deccan AI Research, our mission is to study where frontier models break down in the real world and use those findings to raise the bar for Acaccurate, safe, and reliable AI.

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// Image Generation Study

Deeper Assessment of Image SOTA Models

// antHAr study

Evaluating AI Coding Agents Beyond Benchmarks

Novel research studies that separate model hype from performance.

Helix captures live production traces and scores them against defined rubrics in real time. Threshold breaches trigger alerts before failures reach users.

Active participants and presenters at frontier AI conferences like NeurIPS.

Run fully automated evals or route to events like rubric breaches, model updates and more for human-led evals

Frontier AI research conducted by in-house ML researchers.

Deccan SMEs convert every failure pattern Helix detects into new eval scenarios, prompts and rubrics, so evals stay ahead of production.

“To evaluate 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.”

Rajhans Samdani

Principal Software Engineer

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