One AI core, woven into four industries that run on it.
Denhotech turns AI research into working systems for education, agriculture, finance and small businesses — collecting the data, training the models, and automating the tasks that used to take teams of people.
Four sectors, one core that adapts to each
Every deployment starts from the same research core, then specializes: different data, different rules, different people to answer to.
Learning that adjusts to the student in front of it
Adaptive tutoring, grading assistance, and dropout-risk flags built from real classroom data, not generic benchmarks.
- Personalised learning paths from performance data
- Auto-graded assessments with instructor review
- Early-warning alerts for at-risk students
Field decisions backed by field data
Soil, weather, and yield sensors feed models that tell farmers what to plant, when to irrigate, and when to act on disease risk.
- Crop health monitoring from sensor and image data
- Yield forecasting by plot and season
- Automated irrigation and input scheduling
Risk and fraud caught before they cost you
Transaction-pattern models built for lenders and platforms who need answers faster than a manual review can give.
- Credit-risk scoring from alternative data
- Real-time fraud and anomaly detection
- Automated reconciliation and reporting
The back office, running itself
Inventory, customer replies, and bookkeeping automated so owners spend their time on the business, not in it.
- Demand forecasting and stock alerts
- AI-drafted replies for customer messages
- Automated invoicing and expense tracking
From raw data to a running system, in order
Each engagement follows the same four stages — nothing gets automated until it's been trained, and nothing gets trained on data no one has checked.
Collect
We connect to your existing records, sensors, or forms and build a pipeline that keeps the data flowing in clean and current.
Train
Models are trained on your data specifically, validated against real outcomes, and reviewed with your team before anything ships.
Automate
The trained model takes over the repeatable decisions and tasks, with clear rules for when it hands off to a person.
Monitor
We track accuracy and drift over time and retrain on schedule, so the system keeps improving instead of quietly going stale.
What the platform actually does
The same four capabilities, reused across every sector we serve.
Applied AI research
We test what actually works for your problem before building anything you have to maintain.
Data collection
Structured pipelines that pull from forms, sensors, and existing systems into one clean source of truth.
Model training
Models trained and validated on your own data, with plain-language reports on what they can and can't do.
Workflow automation
The repeatable parts of the job run on their own, with a clear handoff back to a person when it matters.
Bring us a real problem.
Tell us what's slow, manual, or guesswork in your organisation. We'll tell you honestly whether AI is the right fix — and build it if it is.