See and understand — AI that perceives and decides.

Dual intelligence for vision and cognition

We engineer production computer vision pipelines fused with cognitive decision layers — so Singapore teams see accurately, reason contextually, and act in real time.

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Vision → Cognition
Vision pipeline Object detection with bounding boxes on industrial camera feed
Cognition layer Cognitive decision layer diagram connecting detections to actions

99.2%

Detection accuracy

12 ms

Edge latency

840

Models in production

2.4M

Frames analysed daily

Multimodal AI solutions

Indicative packages for Singapore and APAC teams — scope confirmed after technical discovery at our One-North lab.

Perception workflow from sensor input to structured output

Ref. CVN-MML-2025-01

Perception Workflow Engine

8–12 weeks · Medium complexity · 3–6 engineers

End-to-end ingest, detect, track, and classify across camera and sensor feeds with audit-ready logs.

From SGD 48,000

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Computer vision model training dashboard with metrics

Ref. CVN-MML-2025-02

Custom CV Model Studio

10–16 weeks · High complexity · 4–8 engineers

Fine-tuned detectors and classifiers on your labelled data with reproducible training pipelines.

From SGD 72,000

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Abstract lens metaphor representing multimodal fusion

Ref. CVN-MML-2025-03

Multimodal Fusion Hub

12–18 weeks · High complexity · 5–10 engineers

Combine vision, text, and structured signals into unified embeddings for downstream decisions.

From SGD 95,000

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Engineering team demonstrating computer vision prototype

Ref. CVN-MML-2025-04

Vision Pilot Deploy

4–6 weeks · Low complexity · 2–4 engineers

Rapid proof-of-value on a single use case — ideal for logistics, retail, and smart-facility teams.

From SGD 28,000

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The CogniVision stack

Perceive → Understand → Operate — engineered for regulated APAC environments.

Computer Vision

Detection, segmentation, tracking, and OCR on edge and cloud with sub-20 ms targets where hardware allows.

Cognition

Rule engines, learned policies, and LLM-assisted reasoning that turn detections into accountable actions.

CV MLOps

Model registry, drift monitoring, retraining triggers, and deployment pipelines your team can own.

Core services

Consulting, implementation, and ongoing support for vision-cognitive systems.

Computer vision

Custom detectors, classifiers, and video analytics for manufacturing, logistics, and retail operations across Singapore and the region.

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Multimodal AI

Fusion of visual, textual, and sensor data for richer situational awareness and automated triage.

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Image & video analytics

Real-time dashboards, alert routing, and historical replay for compliance and operations teams.

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Cognitive perception

Decision layers that interpret what cameras see — with explainability suitable for audit and governance.

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CV MLOps

CI/CD for vision models, GPU scheduling, and cost controls on AWS, Azure, and GCP APAC regions.

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Hardware & cloud compatibility

We deploy on the infrastructure you already use — edge, hybrid, or fully managed cloud.

  • NVIDIA Jetson / Orin Edge inference for warehouse and factory floor cameras
  • AWS SageMaker, Rekognition Custom Labels, Kinesis Video Streams
  • Azure Custom Vision, Video Analyzer, Kubernetes GPU pools
  • Google Cloud Vertex AI Vision, TPU and GPU node pools in asia-southeast1
  • ONVIF / RTSP Standard camera ingest with secure tunneling and PDPA-aware retention
  • Intel OpenVINO Optimised models for x86 edge gateways and NUC deployments

What clients say

Teams across logistics, retail, and smart infrastructure trust CogniVision for production-grade vision AI.

“CogniVision cut our false-positive rate on dock monitoring by 40% while keeping latency under 15 ms on Jetson devices.”

— Priya N., Head of Operations, regional logistics firm

“The dual pipeline approach — detect first, decide second — gave our compliance team the audit trail they needed.”

— Marcus T., CTO, retail analytics startup

“From discovery at Fusionopolis to production in twelve weeks. Transparent MLOps handover our engineers could run.”

— Wei Lin K., Director of Engineering, smart-building operator

Ready to see smarter?

Book a consultation at our One-North lab or schedule a remote technical discovery with our vision architects.

See smarter