Engineering AI-native software for high-stakes environments.
The era of AI experimentation is over. We are in the era of execution. We turn structural friction into seamless digital infrastructure — from clinical NLP to algorithmic trading to compliance intelligence.
The thesis
The most valuable companies of the next decade will be those that map cutting-edge AI to complex, real-world workflows. We identify these bottlenecks and build the infrastructure to resolve them.
Active sectors
The era of AI experimentation is over.
At Parry Technologies, we engineer AI-native platforms that solve deep, systemic friction in high-stakes sectors. We don't just deploy machine learning models — we architect full-stack, category-defining solutions that bridge the gap between frontier intelligence and human utility.
Active projects
KnowledgeOS
knowledgeos.parrytech.co
The knowledge base that builds itself. Paste any article or research, and KnowledgeOS compiles it into a structured wiki with AI, connects it to a live knowledge graph, and lets you query everything you know — in plain English.
SoleTraderGuide
soletraderguide.co.uk
4.2 million UK sole traders face mandatory Making Tax Digital compliance from 2026. We built the independent guide before the rush — obligations, compliant software comparisons, rollout timelines — with no agenda beyond accuracy.
HealthTechSuwadoc
suwadoc.com
Clinician-grade AI that transforms messy medical records into clear, citation-backed summaries — bridging the gap between medical expertise and patient understanding for patients, doctors, and health systems alike.
Algo Backtest
algo-backtest.parrytech.co
Full-stack BTC strategy backtesting platform with interactive charts, metrics, and strategy comparison — built so traders can validate ideas on real market data before deployment.
Game of Life
game-of-life.parrytech.co
A browser-based implementation of Conway's Game of Life with smooth controls, dark Material-inspired styling, and real-time cellular automata simulation.
The standards every project is held to
We target complexity
We look for sectors drowning in unstructured data and constrained by legacy systems. Whether it is messy clinical records or fragmented financial market data, we build into the friction.
Precision over hype
The environments we build for — clinical medicine and algorithmic trading — have zero margin for error. We build for citation-backed accuracy, transparency, and absolute reliability. If a professional cannot trust it, we do not ship it.
Enduring architecture
We build for depth and scale. Our solutions — spanning clinical-grade NLP to high-frequency backtesting — are designed to compound in value. Systems that cut through the noise and are built to last.
Build with us.
We build selectively. We execute with precision. If you are looking to integrate deep tech into your infrastructure — or if you are a provider interested in a commercial partnership with an AI-native software house that has the credibility to deliver — we want to hear from you.
That is the point.
Get in touch