Three Focused Engagements
SOLUTIONS
BUILT FOR
YOUR CONTEXT
Each engagement has a defined scope, a clear deliverable, and a fixed price. Choose the one that fits where you are in your computer vision journey.
Back to HomeOur Methodology
HOW EVERY
ENGAGEMENT RUNS
Regardless of which service you engage, the process follows the same four-stage framework — adapted in depth and duration to the scope of the project.
Data & Environment Review
We assess your existing data collection setup, image/video quality, and physical environment before agreeing to any scope.
Joint Scope & Class Definition
Detection categories, tolerance thresholds, and output requirements are defined together with your operations team.
Development & Calibration
Model training, testing, and calibration — with regular progress updates and documented decisions throughout.
Delivery & Handover
Full documentation, integration guidance, performance benchmarks, and a handover session with your team.
Quality Standards Applied to Every Project
Solution 01
OBJECT DETECTION
SYSTEM
SGD 2,680
Development of a trained object detection model tailored to your specific visual environment — whether in retail, logistics, manufacturing, or facilities management. We work from your existing image or video data, define the detection classes with your team, and deliver a working model with integration documentation.
Includes a calibration session and a written guide for maintaining and retraining the model as your environment changes over time.
Key Benefits
Typical Timelines
Solution 02
VISUAL QUALITY
INSPECTION
SGD 1,580
A computer vision workflow designed to identify visual defects, inconsistencies, or anomalies in products or materials — applicable to manufacturing lines, packaging review, or surface inspection. The system is configured to your specific defect categories and tolerance thresholds.
Delivered with clear documentation on how outputs should be interpreted and acted upon by your team. Designed to support — rather than replace — existing quality processes.
Key Benefits
Typical Timelines
Solution 03
SCOPING &
PILOT ENGAGEMENT
SGD 720
A structured discovery engagement for teams exploring whether computer vision is appropriate for their use case. Includes a site review (remote or on-site), an assessment of your data collection setup, and a small-scale pilot build using sample data.
The pilot output is accompanied by an honest appraisal of feasibility, expected performance, and what a production-grade system would realistically require. We tell you if the fit isn't right.
Key Benefits
Typical Timelines
Comparison
WHICH SOLUTION
IS RIGHT FOR YOU?
Use this matrix to understand the scope and fit of each engagement before reaching out.
| Feature / Consideration | Scoping & Pilot SGD 720 |
Visual Inspection SGD 1,580 |
Object Detection SGD 2,680 |
|---|---|---|---|
| Best for teams that are | Exploring feasibility | Running production lines | Tracking objects or assets |
| Data requirement | Sample data sufficient | Defect image library | Environment image/video set |
| Site visit included | |||
| Full model delivered | Pilot-scale only | ||
| Integration documentation | Feasibility appraisal | ||
| Retraining guide | — | ||
| Calibration session | — | ||
| Typical duration | 2–3 weeks | 3–7 weeks | 4–8 weeks |
Not sure which applies to you? The Scoping & Pilot is designed exactly for that situation. Starting there gives you the information needed to decide whether and how to proceed with a full build.
Pricing
CLEAR PRICING.
NO SURPRISES.
All prices in Singapore Dollars (SGD). Fixed-scope engagements — no retainer or ongoing billing unless agreed separately.
SCOPING & PILOT
SGD 720
per engagement
VISUAL INSPECTION
SGD 1,580
per engagement
OBJECT DETECTION
SGD 2,680
per engagement
All engagements may be eligible for Singapore Enterprise Development Grant (EDG) support. We can advise during the initial consultation.
Get started
THE RIGHT SOLUTION
STARTS WITH A
CONVERSATION
Tell us about your environment and what you're trying to detect or inspect — we'll recommend the right starting point and explain what it involves before any commitment is made.
Contact Our Team