Applied AI and machine learning - from scoping to production

New insights from your data

Unlock your data See the work

New insights from your data

Some organisations we have worked with

Services

What we build

Machine learning model development

Fine-tuned models that deliver step change - revenue optimisation, predictive maintenance, classification, regression. From conception to production.

AI agents

Guardrailed agents that run inside your infrastructure. Built on large language models (LLMs) and natural language processing (NLP), they read your data, run the analysis, and hand back a finished result - without it leaving your ecosystem.

What we assess

Data and model audits

A transparent review of existing and planned models. We check for safety, robustness, drift, bias and whether the model is fit for purpose. Delivered with concise actionable recommendations.

Health tech & medical device insights

We turn operational, product and quality data into actionable insight for medical device and health tech firms - with the regulatory expertise to make it usable.

Meet the founders

180°

Jujar holds a PhD in computational fluid dynamics, with an interest in data optimisation techniques. He has more than 10 years' experience in data science and machine learning development and deployment, including AWS and recent frontier AI.

Areas of expertise

Machine Learning
NLP & LLMs
Demand Forecasting
Price Optimisation
Fraud & Risk Detection
MLOps (AWS/Azure/GCP)

Achievements

Delivered a price-optimisation engine for Travis Perkins, the UK's largest builders' merchant, lifting revenue by 6 per cent and saving £1.5m across three branches. Built grid-capacity models for SSE Distribution reaching 35 per cent penetration across Scotland, worth £1.2m. Co-founded an IoT sensor start-up backed by more than £50,000 in Innovate UK and regional funding. PhD in fluid dynamics, University of Leeds.

180°

Mahsa holds a PhD in Medical Engineering and brings over 12 years of experience across medical device development and regulatory affairs, gained at Johnson & Johnson and BSI. She combines deep technical and engineering insight with a data-driven approach, helping clients turn complex product and process data into clear, actionable decisions.

Areas of expertise

Regulatory Affairs (MDR/FDA)
Design Controls
Risk Management (ISO 14971)
Usability Engineering
Medical Device QA
Orthopaedics R&D

Achievements

PhD in Medical and Biological Engineering, University of Leeds, researching avascular necrosis in femoral heads, with an international research collaboration in Xi'an, China. Seven years at DePuy Synthes leading design controls and regulatory submissions for hip-replacement implants across EU, US, Chinese and Japanese markets. Chartered Engineer and Lean Six Sigma Green Belt, now BSI's Technical Specialist and Scheme Manager for orthopaedic devices.

Past Work

Datalex

Navi Insights worked with Datalex to extend Pricing AI, a dynamic pricing engine for the airline industry, yielding a 3 - 5% revenue uplift.

PEP Health

Navi Insights built the NLP models that classified 35 million patient comments into healthcare service lines, in production on AWS.

Yaspa

Navi Insights built a reasoning engine to identify gambling operators from transaction data - combining NLP, pattern recognition, and spectral analysis of merchant signatures.

AI Agents

Navi Insights built conversational AI agents that turn plain-English requests into finished reports. The agent inspects the data, runs the analysis, and delivers the write-up - designed to cut manual reporting time by around 60%.

Get in touch

Reach out and tell us what you're working on. Every message gets a personal reply within two working days.

Prefer email? Write straight to hello@naviins.com.