Multi-domain capability.
The problem at the centre.

Built a large, diverse training set from real documents — the part that decides accuracy, more than the algorithm

Trained OCR and image-analysis models on a machine-learning stack, fine-tuned per document type

Integrated directly into banking, e-wallet and payment platforms via APIs with encryption and access control

Two years of continuous development from research to live operation in production

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Streams sensor data continuously and processes it in real time instead of periodic batches

Models learn from operating data to predict incidents such as fire, overheating or equipment failure before they happen

Automatically adjusts operating mode or recommends action the moment a risk is detected

Improvement loop: models keep learning from new data to cut power losses and raise efficiency

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Smart attendance — fewer errors and most manual admin work removed

Smart reception — recognises and verifies visitors to buildings or offices

Event check-in — fast, accurate recognition at scale

Multi-device integration — mobile, dedicated hardware and browsers share one model core

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Analyses sky colour, haze density and other visual cues to predict AQI

Uses transfer learning on pre-trained convolutional networks to compensate for limited labelled data

Alerts and recommendations when air quality exceeds safe thresholds

Community-driven — every submitted photo densifies the pollution map

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Built a sign-language dataset covering both Vietnamese and international sign systems

Combines hand and body-pose tracking with sequence models to capture timing

Uses a language model to turn sign sequences into natural sentences instead of disjointed words

Includes integrated lessons and tests to support new sign-language learners

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Weight sensors measure waste volume in real time at each collection point

An optimisation algorithm proposes the most efficient collection route, cutting fuel cost and travel time

Automatic alerts when waste exceeds the allowed threshold

Forecasts waste generation from history to optimise the schedule instead of running a fixed timetable

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Combines classical time-series models with modern machine learning instead of picking one side

Trend analysis — predicts when output will rise or fall to plan optimal operation

Adjusts operating schedules to actual electricity demand

Long-range forecast reports for resource planning and equipment maintenance schedules

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Virtual tours — experience famous destinations through VR without travelling

Augmented information layer — overlays directions, history and context on a phone screen or AR glasses on site

Smart guidance — personalised journeys based on each visitor’s interests and behaviour

Reconstructs heritage sites and cultural events for education

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Digitises geospatial data from satellites, drones and GIS, classified by land-use purpose

Semantic segmentation models automatically separate, label and visualise each land area

A data-labelling process so models learn local characteristics correctly

Detailed digital maps and reports for sustainable, evidence-based regional planning

Basis: Existing CTC Smart Tech capability profile; deployment/acceptance evidence to be added.

Document specialist: File → Document set → Exceptions

Reviewer: Reconciliation matrix → Exceptions → Review result

Operations manager: Approval queue → Agent permissions → Audit log

Basis: CTC Smart Tech documentation and design case study; see source status in the details.

Operator: Monitoring → Alerts → Maintenance request

Maintenance technician: Work order → Checklist → Inspection result

Plant manager: Dashboard → Maintenance → Close approval → Audit log

Basis: CTC Smart Tech documentation and design case study; see source status in the details.

Employee: Goals → Evidence → Self-review → Response

Line manager: Evidence → Review → Development plan

HR / Calibration committee: Progress → Calibration → Publish → Response

Basis: CTC Smart Tech documentation and design case study; see source status in the details.

A five-level AI readiness map and solution kits per pillar.

A free needs assessment before fixing the pilot scope.

Basis: Official CTC Smart Tech website.

Sales: RFQ, quotes, Form 1 and B2C orders.

Operations: supplier bookings, COD, checklists and guide assignments.

Accounting: receipts/payments, incidents, budget vs settlement.

AI and role-based apps: proposed prototypes with screenshots and interactive flows.

Basis: Flamingo Travel source review, workflow documentation and demo system screens.