We don't sell services. We build the whole system.
Innotech Horizons engineers complete AI systems end to end, built on deep learning and modern AI research. The disciplines below are where our expertise runs deepest - and every system we build adapts them to the data, constraints, and objectives of the problem in front of us.
Where we go deep
These are the foundations we combine into end-to-end solutions - not a fixed catalogue. Every engagement combines them differently, extended with the methods each problem calls for.
Computer Vision
Perception systems that turn images, video, and sensor streams into reliable, structured understanding.
- Detection, segmentation, and tracking
- Visual inspection and anomaly detection
- Multi-camera and edge perception
Language Models
Domain-tuned LLMs and agents that read, reason over, and act on your organization's knowledge.
- Retrieval-augmented assistants
- Document and knowledge extraction
- Tool-using autonomous agents
Data Engineering
The foundation of every model - pipelines, annotation, and synthetic data engineered for quality at scale.
- Labeling and annotation pipelines
- Synthetic data generation
- Curation, versioning, and governance
Model Training
Training and fine-tuning tuned to your data, from first prototype to production-grade performance.
- Fine-tuning and transfer learning
- Distributed and efficient training
- Compression for edge and real-time
Evaluation
Rigorous benchmarking, so you deploy systems whose behavior is measured, understood, and trusted.
- Task and safety benchmarking
- Bias, robustness, and drift analysis
- Human-in-the-loop review
Deployment & MLOps
Cloud, edge, and hybrid deployment with the monitoring and lifecycle operations to keep it running.
- Cloud, edge, and on-prem serving
- Monitoring and continuous evaluation
- Retraining and lifecycle operations
Tailored to each engagement
Custom architectures, new modalities, multi-agent systems, applied research - the disciplines above are a foundation, not a boundary. We adapt our methods to the data and requirements of the problem at hand.
The same engineering, adapted to your field
A defect on a production line and a fault in a satellite image are the same problem at heart: extracting a reliable decision from imperfect data. We tune that discipline to each sector's constraints.
Automotive
Perception for ADAS, autonomy datasets, and automated quality inspection on the line.
Space & Aerospace
Satellite and earth-observation imagery, on-board vision, and mission data analysis.
Insurance
Automated claims, damage assessment from imagery, and document intelligence.
Environmental
Remote sensing for land, forest, and water monitoring and change detection.
Energy
Grid and asset inspection, predictive maintenance, and demand forecasting.
Manufacturing
Defect detection, process optimization, and vision-guided automation.
Robotics
Perception, control, and simulation for autonomous and assistive machines.
Not sure where to start?
Most projects span several capabilities. Tell us the outcome you want and we will design the system around it.