72% of AI projects never leave the pilot stage. neo.ai exists to change that — partnering end-to-end from raw data to deployed model, so your AI actually works in production.
"Most AI projects don't fail because of bad algorithms. They fail because the data underneath is broken."
Most enterprises live in a kind of matrix — surrounded by data yet unable to unlock its intelligence. They sense the power inside it, but when they try to build AI, models fail, insights stay shallow, and the gap between ambition and execution keeps growing.
The algorithm is not the answer. The foundation is. neo.ai offers the awakening: we reveal the structured intelligence hidden within your data, and we build the infrastructure to put it into production.
End-to-End
AI Enablement
We don't sell tools and walk away. We partner from diagnosis to deployment — first conversation to production model.
Data Services
Multi-modal annotation at scale — text, image, video, audio, LiDAR. AI-assisted pipelines with rigorous human quality gates. 98%+ accuracy, 1M+ labels/hour, 30+ languages.
Model Development
Custom AI and LLM fine-tuning on your domain data. We start with state-of-the-art foundation models and adapt them to your specific use case — faster time-to-value, higher performance.
ML Infrastructure
MLOps pipelines, deployment automation, and 24/7 monitoring. Production-grade infrastructure with retraining triggers and ongoing quality assurance. We stay engaged.
Six Disciplines.
The Entire AI Stack.
Whatever your AI challenge — computer vision, language, speech, spatial, alignment, or evaluation — neo.ai brings specialist in-house expertise to every layer.
From Idea
to Intelligence
Every neo.ai engagement moves through three phases — each building on the last. No shortcuts, no handoffs, no walking away.
Diagnose & Design
Before touching a single data point, we understand the problem. We map your data landscape and identify the highest-value AI opportunities.
Build & Label
AI-assisted annotation with rigorous quality governance. Foundation model fine-tuning on your production-grade dataset.
Deploy & Monitor
Production deployment with 24/7 observability, automated retraining triggers, and ongoing quality assurance. We stay engaged post-launch.
Real results
from the field
50+ years of untagged content made instantly searchable — and turned into a new revenue stream
man-hours
Predictive crop ripeness detection replaces fixed harvest schedules across thousands of hectares
increase
Cultural AI localisation drives sales growth and subscriber uplift across international markets
from localised content
Ready to Awaken
Your Data?
Tell us about your AI challenge. We'll respond within 24 hours — no pitch, just a conversation about your problem.