Project Reflex · Live
Purpose-built AI, industry by industry.
Techotsu builds software for seven industries, each running on its own network of small, specialized AI models — not one general-purpose model stretched thin. Our flagship, Project Reflex, is already screening for early health signals in healthcare; six more industries are on our roadmap.
Live demo of the Project Reflex CLI — real command, simulated output
Mobile-ready
Works from a phone camera — no special hardware required.
Screening
Screens for early signals and flags cases for human review.
AI Models
Small, purpose-built models per module — not one system for everything.
Dashboards
Structured results, ready for a dashboard or existing systems.
Reports
Plain-language summaries generated automatically from each scan.
Support
Real people behind every pilot, not just documentation.
Software
One architecture, built module by module
Instead of pointing a single general-purpose model at every problem, each Techotsu software module runs a small network of models trained for that exact task.
Same models, available from the command line
NAME STATUS VERSION detection_quality_model active heuristic-v1 normality_classifier active heuristic-v1 anisocoria_detector active heuristic-v1
Our models are available directly via CLI and API on request.
Built by a small team, one module at a time
Project Reflex's pipeline — capture, preprocess, detect, extract, report — runs as five independent stages, each swappable without touching the others. A future module reuses the same stage classes where the abstraction holds, instead of retraining one model to do everything.
That's the pattern behind every industry on our roadmap: a network of small, purpose-built models, not a single system stretched across every problem.
Industry
Seven industries, one model philosophy
Healthcare is live today. The remaining six are in active development — clearly marked as roadmap, not shipped products.
Healthcare
An AI-assisted screening system that reviews a photo of the eye for early signs of common eye-health conditions and refers flagged cases to a doctor. It does not diagnose — every referral is reviewed by a licensed professional.
- 01Photo captured at point of care
- 02Modular AI pipeline screens for risk signals
- 03Elevated risk is referred to a specialist
Vision — In Development
Retail
AI modules for demand forecasting, inventory, and in-store operations.
Vision — In Development
Manufacturing
Specialized models for quality inspection and production-line monitoring.
Vision — In Development
Transportation & Logistics
Route, fleet, and supply-chain optimization models.
Vision — In Development
Hospitality
AI for guest operations, scheduling, and service workflows.
Vision — In Development
Field Operations
Models for dispatch, inspection, and mobile field workflows.
Speculative Concept — Not a Product
Mobile Technology for Energy & Utilities
Field-mobile AI for utility inspection and grid operations. Techotsu builds software, not hardware — this sketch explores a possible future device partner, not something we manufacture.
Techotsu Research
Early-stage · ExploratoryApplying small, physics-aware models to open scientific problems
We're applying the same small-model, physics-aware approach behind our industry software to open problems in science, starting with astrophysics — using real, open astronomical datasets.
Many dynamical equations, such as multi-body orbital motion, have no closed-form solution and must be solved numerically. We're exploring how physics-informed machine learning can accelerate that numerical solving — the same way physics-informed ML is speeding up numerical approximation elsewhere in science.
Real, open data sources
- NASA Exoplanet Archive
- Gaia (ESA)
- Sloan Digital Sky Survey (SDSS)
Starting focus
Numerical approximation of multi-body orbital dynamics and related equations with no closed-form solution.
Seeking pilot partners
Project Reflex is built and tested in healthcare. We're now looking for a small number of pilot partners to help validate our approach in real-world settings — in healthcare, and across the industries on our roadmap.
Our Products
Purpose-built AI for industry. On-premise. No cloud dependency.
DeepVision
Visual intelligence for manufacturing operations. Defect detection and quality control on your own hardware.
Learn more →DeepInsight
Physics-informed computation for research teams. Accelerate numerical pipelines without replacing your tools.
Learn more →DeepDocs
Document intelligence for corporate operations. Process, classify and extract — on-premise.
Learn more →DeepCare
Clinical decision support for healthcare providers. Assists clinicians — never replaces their judgment.
Learn more →DeepFlow
Operational intelligence for healthcare facilities. Staffing, capacity, and patient flow — optimized.
Learn more →