01
A diagnostic system
A purpose-built device and software system designed as one product.
Research & development / Stealth
Intelligence, made to see.
Diagnosti.ai is developing a new diagnostic system built around proprietary technology, computer vision, and specialized AI. The work is active. The details remain confidential.
Company mode
Stealth R&D
Core discipline
Visual intelligence
Proprietary layer
.vero
01 — The work
A new diagnostic system. Built from first principles.
02
Computer vision
Models engineered to interpret complex visual signals with precision.
03
Specialized AI
Focused intelligence developed for defined tasks, not generic demonstrations.
02 — Intelligence
From visual signal to useful decision.
Stage 01
Observe
Stage 02
Represent
Stage 03
Detect
Stage 04
Decide
We build around the full path from acquisition to interpretation. Hardware, data representation, and models are developed together — with a clear focus on systems that can leave the lab and perform in the real world.
03 — Core technology
.vero changes the economics of visual AI.
.vero is our proprietary representation engine. It gives models a more efficient way to work with complex visual data — reducing the cost of experimentation and making specialized intelligence practical at a different scale.
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Compute efficiency
Observed acceleration in representative internal training workflows.
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Smaller representation
Observed reduction in representative visual-data workloads.
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Fewer spatial positions
A compact learning space for larger and more frequent experiments.
Internal benchmark results. Performance varies by model, dataset, and workload.
04 — What it enables
More models. More often. For more specific problems.
- 01Specialized models
Train focused models for narrow problems where generic AI is not enough.
- 02Faster iteration
Run more experiments on the same infrastructure and improve models more often.
- 03Visual archives
Turn previously uneconomical image and video backlogs into searchable intelligence.
- 04Machine-readable data
Work with compact representations designed for models, similarity, and change detection.
The architecture and implementation of .vero are proprietary. Further technical information is shared selectively under confidentiality.
05 — Company
Quiet work. Serious ambition.
Diagnosti.ai is an independent research and development company based in Warsaw. We are building at the intersection of diagnostic technology, computer vision, and efficient AI systems.
01
First-principles engineering
02
Purpose-built models
03
Measured validation
04
Selective disclosure
06 — Contact
Some conversations are worth having early.
We speak selectively with research, technology, strategic, and investment partners.
office@diagnosti.ai