AI software for monitoring, prediction and decision support.
Founded in 2019, UnifAI Technology is a UK company developing its own AI and data software for real-world operations. We combine live and historical sensor readings, equipment data, laboratory and on-site test results, and information from existing systems to reveal conditions that are difficult to measure, predict change and help people act.
Selected by UKHSA
Chosen through competitive tender to bring AI-powered test reading and digital reporting to the national COVID-19 testing programme.
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Winner - Water Industry Awards 2022
Digitalisation Project of the Year, jointly with Wessex Water, for real-time bacteria monitoring and alerts.
Read more ↗Independent evaluation: Read the UKHSA report (2022)
ANNA: AI models built around operational decisions
At the centre of our technology is ANNA (Advanced Neural Networks and AI), our AI modelling and optimisation engine.
ANNA automates the development, training and refinement of predictive models using the data relevant to your application.
It also optimises the thresholds and operating rules that determine when and how to respond - balancing practical priorities such as cost, risk and response time, not accuracy alone.
Explore how ANNA worksYou define the problem.
ANNA automates the AI development.
You set the objective and limits
Define the prediction, the action it should support and the limits it must respect, with our team.
ANNA Automated modelling and optimisation
ANNA builds and refines the models
ANNA automatically prepares the data, trains and tests alternative AI models, and uses each trial to guide the next.
ANNA optimises when and how to respond
ANNA evaluates the model and response rules together against priorities such as missed events, false alarms and intervention cost.
A different site can need a different model without needing the development process built again. ANNA automates the repeated modelling work; your team defines what a useful result must achieve.
The core technology behind the applications
ANNA and DAVE address different parts of the route from real-world evidence to a working operational capability.
DAVE (Data, Analytics and Visualisation Engine) connects the measurements and delivers results into the systems people already use. Together, our core technologies help turn application-specific AI into a working monitoring, prediction or alerting capability.
Automates data preparation, model training and iterative optimisation around an operational objective. ANNA refines the predictive model together with the thresholds and response rules that determine how its outputs are used.
Explore ↗Brings live and historical information into one platform, makes it explorable through maps, heatmaps, charts and dashboards, and puts analytics and AI outputs to work through alerts, reports and APIs.
Explore ↗Solving real-world problems across sectors
We combine live and historical sensor readings, equipment data, laboratory and on-site test results, and information from existing systems to reveal conditions that are difficult to measure, predict change and help people act.
Water and environment
Use routine sensor readings and laboratory evidence to estimate hard-to-measure conditions, understand change, support alerts and assess sensor drift and reliability.
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Health and diagnostics
Turn analogue, siloed point-of-use tests, such as lateral flow tests, into digital, connected results with objective interpretation, automated reporting, provenance and quality-assurance evidence.
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Infrastructure and assets
Connect equipment, building and sensor data to identify abnormal behaviour, improve resource efficiency and monitor performance against defined KPIs and standards-based requirements.
Explore ↗Our technology in action
All selected case studies and projectsYorkshire Water
A two-year programme across 20 sites developing bacterial-risk predictions and testing whether learning from one location can help at another.
Explore ↗BCP Sea Check
A public smartphone app bringing together live safety and water-quality information, including AI-powered alerts for harmful-bacteria risk.
Explore ↗UKHSA Digital Reader
National-scale smartphone interpretation and automated recording of COVID-19 lateral flow tests, with more than four million tests read.
Explore ↗Southern Water SCSN
AI compares physical sensor readings with virtual-sensor estimates to investigate drift, correction and maintenance needs.
Explore ↗Digital Reader: connected visual testing
Digital Reader uses a smartphone camera and cloud-based AI to interpret tests such as lateral flow devices, measure their signals and create auditable digital results.
It connects image capture, reading, assurance data and reporting without a dedicated reader device, with graded or quantitative outputs where the test's calibration supports them.
Explore Digital ReaderBuilt for trusted operational use
Established in 2019
A UK company developing its core software in-house, with experience across national programmes, regulated diagnostics and environmental monitoring.
ISO 13485 certified
A quality management system covering the design, development and manufacture of medical-device software for reading lateral flow diagnostic tests.
Cyber Essentials Plus
Independent technical assessment of cyber-security controls across the whole organisation.
News and milestones
Yorkshire Water launches 20-site AI water-quality programme
A two-year collaboration will test timely bacterial-risk information across different inland water environments.
Sea Check connects live coastal information for beach users
The public web app brings together weather, sea conditions and AI-powered harmful-bacteria risk alerts for Bournemouth and Boscombe.
Digital Reader supports Birmingham research into simpler MGUS monitoring
A research collaboration is exploring connected test interpretation for monitoring people at risk of multiple myeloma.
What do you need to predict, detect or automate?
Tell us what you want to achieve and how you would use the result. ANNA automates the modelling and optimisation; our team connects the outputs to your operations.
Discuss your application