Noesis M A C H I N E S
Colombo, Sri Lanka · 6.9271° N, 79.8612° E
Deep AI · Research · Bespoke AI solutions

Machines that know.

You know your industry. We know AI. Bring us the hard problems. We build deep AI for the industries, languages, and realities of the region. Not API wrappers, not repackaged generic models.

What we do

We solve problems that are too hard for generic tools.

We are pragmatic before we are ambitious. Where a proven model or existing API solves your problem well, we use it. The fastest, most reliable path to value is usually the right one. Our specialty begins where those tools reach their limits: problems that demand bespoke systems, original research, and machine learning engineered specifically for your domain.

You bring an intimate understanding of your business; we bring rigorous machine learning and the engineering discipline to put it into production. The result is AI that is precise, explainable, and built for the realities of how you operate.

01

Industrial Visual AI

Machine vision for the factory floor: automated inspection, defect detection, and quality grading on live production lines. Engineered to run on-premise and at the edge, keeping your data and operations entirely under your control.

Example: defect detection on a live apparel line
02

Deep Domain AI

Models built from the ground up on your own data, however complex or imperfect. From predictive analytics and process optimization to anomaly detection, every system is designed alongside your domain experts to capture knowledge no generic model can.

Example: yield forecasting from plantation records
03

Language AI for Sinhala & South Asian Languages

Natural language technology built for the region's languages and context: OCR, speech-to-text, translation, document understanding, and conversational systems that operate fluently in Sinhala and beyond.

Example: Sinhala document OCR with searchable output
04

IoT & Sensor-Integrated AI

Intelligence built from live sensor data: real-time monitoring, sensor fusion, and predictive maintenance, deployed reliably on edge and resource-constrained hardware.

Example: predictive maintenance from vibration sensors
How we work

Every problem is different. Our approach is not.

01

Start with your data

Images, text, audio, video: any format, clean or messy, structured or scattered. If you have data, we can work with it. We start deep in your domain, alongside your experts, to define what success looks like and where the real difficulty lies.

02

Prove it, before we promise it

Hard problems come with real uncertainty, and we are honest about it: at the outset, even we don't always know a problem is solvable. Before any full engagement, we run a proof of concept, delivered with a clear report against agreed success metrics.

03

Engineer for production

Once the approach is proven, we build it properly: precise, explainable, and production-ready, deployed where you need it, on your premises or in the cloud.

04

Staff training

We don't just deliver a system, we make sure your people can own it. We train your staff to use it with confidence, and to understand the AI behind it, so the capability stays inside your organization.

05

Day-2 operations and handover

You choose what comes next. We can run and maintain the system day-to-day, or hand it to your engineers, fully documented and supported through the transition.

The team

Founded by two applied scientists with two decades of combined experience in machine learning.

Co-founder & Scientist

Co-founder & Scientist

Contact

Bring us the hard problems.

hello@noesismachines.ai Colombo, Sri Lanka
Noesis M A C H I N E S
Colombo, Sri Lanka · 6.9271° N, 79.8612° E
Deep AI · Research · Bespoke AI solutions

Machines that know.

You know your industry. We know AI. Bring us the hard problems. We build deep AI for the industries, languages, and realities of the region. Not API wrappers, not repackaged generic models.

What we do

We solve problems that are too hard for generic tools.

We are pragmatic before we are ambitious. Where a proven model or existing API solves your problem well, we use it. The fastest, most reliable path to value is usually the right one. Our specialty begins where those tools reach their limits: problems that demand bespoke systems, original research, and machine learning engineered specifically for your domain.

You bring an intimate understanding of your business; we bring rigorous machine learning and the engineering discipline to put it into production. The result is AI that is precise, explainable, and built for the realities of how you operate.

01

Industrial Visual AI

Machine vision for the factory floor: automated inspection, defect detection, and quality grading on live production lines. Engineered to run on-premise and at the edge, keeping your data and operations entirely under your control.

Example: defect detection on a live apparel line
02

Deep Domain AI

Models built from the ground up on your own data, however complex or imperfect. From predictive analytics and process optimization to anomaly detection, every system is designed alongside your domain experts to capture knowledge no generic model can.

Example: yield forecasting from plantation records
03

Language AI for Sinhala & South Asian Languages

Natural language technology built for the region's languages and context: OCR, speech-to-text, translation, document understanding, and conversational systems that operate fluently in Sinhala and beyond.

Example: Sinhala document OCR with searchable output
04

IoT & Sensor-Integrated AI

Intelligence built from live sensor data: real-time monitoring, sensor fusion, and predictive maintenance, deployed reliably on edge and resource-constrained hardware.

Example: predictive maintenance from vibration sensors
How we work

Every problem is different. Our approach is not.

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The team

Founded by two applied scientists with two decades of combined experience in machine learning.

Co-founder & Scientist

Co-founder & Scientist

Contact

Bring us the hard problems.

hello@noesismachines.ai Colombo, Sri Lanka