Four ways to engage.
We help good AI ideas grow into systems you can rely on.
Whether you are starting with a question or stuck with a pilot that will not scale, we take it from idea to production and stay accountable for the result.
Computer Vision and Machine Learning
Models that see, read and decide in the real world, designed around the outcome you need and deployed on the edge or in the cloud.
Outcome. A working system, tied to a measurable result.
Neural Network Benchmarking and Optimization
Know exactly how your models perform on each chip, then make them faster and leaner without losing accuracy.
Outcome. Models that fit your hardware and your cost targets.
Knowledge Graph and Enterprise Intelligence
Connect what your organisation knows into one graph that AI can reason over, and that people can simply ask.
Outcome. Faster answers, and decisions made with the full picture.
Better data is the quietest way to a better model.
We design, run and deliver data campaigns around your model, your scenarios and your markets. Engage us as a dedicated data centre, a managed team or per delivery.
Physical AI and Automotive campaigns
Multi-sensor data captured in sync and labelled in 2D and 3D, built around the edge cases your model must master.
For physical AI teams →In-Cabin campaigns
Consented, diverse cabin data across countries and communities, delivered live or staged through ANTARA.
For automotive teams →HD Mapping campaigns
Survey-grade capture turned into HD map layers in the standard formats you use, and kept current.
For mapping and autonomy →
How to source data for AI and ML
There are four ways to get training data: collect it, augment it, annotate it, or work with a partner who combines all three. Collecting gives you control and the exact cases you need. Augmenting with simulated data fills gaps that are too rare or dangerous to capture. Annotating turns raw data into accurate labels your model can learn from. A managed partner brings the three together, and that is the work we do every day.
Collect
Exactly your conditions, fully under your control.
Augment
Generate Simulated Data
Annotate
Accurate 2D and 3D labels, ready to train.
Partner
All three, planned around your model.
How do I source data for AI and ML?
There are four routes: collect it yourself, license existing datasets, generate it in simulation, or work with a managed data partner who combines them. The right choice depends on how specialised, safety-critical and edge-case heavy your problem is. For real-world, multi-sensor data, a tailored campaign is usually the fastest way to the cases your model is missing.
Where can I get training data for machine learning?
From open datasets, commercial data marketplaces, your own collection, or a data services partner. navAjna plans and runs custom data campaigns across camera, LiDAR, radar, thermal, motion and voice, and labels them in 2D and 3D.
How much data do I need to train a model?
Less than most teams think, if it is the right data. Coverage of real conditions and quality of labels usually matter more than raw volume, which is why we start every campaign by agreeing the scenarios and edge cases.
Can you deliver data in our format and on our schedule?
Yes. We deliver in the formats your pipeline already uses, live or in staged batches, and we can return for new rounds as your model develops.
Great AI still needs a great product around it.
An idea only matters once people can use it. Our engineers build the software that carries AI to your users, and bring older systems up to date.
Application Design, Architecture and Development
Web, desktop, cloud and SDK products designed to grow, with AI integrated cleanly and released in short, visible cycles.
Outcome. Software ready for real users, and ready to scale.
Application Modernization
We move older systems step by step to a modern, cloud-ready architecture with open interfaces, keeping the business running throughout.
Outcome. Lower running costs, faster change, and a platform AI can plug into.
Proven platforms, ready for your industry.
Ready-built products we have taken from pilot to production. Start from a working platform and tailor it to your data, your rules and your scale.
AXIRA
Multisensor fusion edge intelligence. Capture the whole road in a single drive, processed at the edge and ready for training.
Explore AXIRA →Automotive & AutonomyANTARA
In-cabin data framework for driver and occupant monitoring that works for every face, age and market.
Explore ANTARA →Automotive & AutonomyHD Map Simulation Engine
Realistic OpenDRIVE and ADASIS scenarios to test the edge cases you could never risk on the road.
Explore HD Map Simulation Engine →Public SectorAXIRA for roads
Condition of every kilometre measured in one drive, with a digital twin and audit-ready evidence.
Explore AXIRA for roads →Public SectorAKSA
Traffic interceptor that watches every lane, day or night, and packages court-ready evidence.
Explore AKSA →Public SectorANVAYA
Track-and-trace with secure stamps and chain of custody to protect excise revenue.
Explore ANVAYA →Public SectorCitizen One
One identity and one trusted experience for every government service.
Explore Citizen One →ManufacturingEKGI
Engineering Knowledge Graph Intelligence: ask your design, BOM, PLM and ERP data in plain language.
Explore EKGI →ManufacturingSafetyLytics
Video-based safety analytics on the cameras already on your floor, on every shift.
Explore SafetyLytics →RetailVDeoLytics
Turns existing CCTV into footfall, conversion and staffing insight. Privacy first, no new hardware.
Explore VDeoLytics →