Our Services
Three AI disciplines, applied with precision
Each service area at Pulsarai is built around a complete engagement model — from scoping through to deployment, documentation, and handover. Pricing is clear and published.
Back to HomeOur Methodology
How we structure an engagement
01
Discovery
Understanding your data landscape, use case, infrastructure constraints, and internal capability — before any technical work begins.
02
Design
Architecture, pipeline design, and performance criteria definition — with explicit client review before development proceeds.
03
Build & Validate
Model training, iterative refinement, and accuracy validation against defined benchmarks. Progress shared at each checkpoint.
04
Deploy & Handover
Production deployment, monitoring setup, full documentation, and structured knowledge transfer sessions with your team.
Service 01
Computer Vision Solutions
From MYR 5,200 · 8–14 weeks
For organisations looking to apply image and video analysis in operations. The engagement covers use case scoping, data collection strategy, model training, accuracy validation, and deployment architecture planning. Applications include quality inspection on production lines, inventory counting, access and security monitoring, and document digitisation at scale.
- Use case scoping and data strategy planning
- Dataset curation and labelling support
- Model training and accuracy validation
- Deployment architecture and integration documentation
- Performance monitoring framework and handover
Process Steps
Service 02
Natural Language Understanding Platform
From MYR 6,800 · 10–16 weeks
A consulting and development service for building systems that interpret, classify, and extract meaning from text data. The engagement spans corpus analysis, taxonomy design, model training, and API development. Use cases include sentiment analysis, topic categorisation, entity extraction, and content summarisation. Consultants work closely with domain experts to ensure linguistic nuance is captured — including Bahasa Malaysia and code-switching patterns common in Malaysian business communications.
- Corpus analysis and taxonomy design
- Model training with domain expert input sessions
- REST API development for downstream integration
- Evaluation metrics and performance documentation
- Integration guidelines for downstream applications
Process Steps
Service 03
AI Integration Architecture
From MYR 8,500 · 10–14 weeks
A strategic and technical service that helps organisations embed AI into their existing technology ecosystem. Consultants assess current architecture, identify integration points, design data pipelines, and establish deployment patterns. The engagement addresses infrastructure requirements, latency considerations, scaling strategies, and monitoring approaches. Suitable for organisations with existing AI models seeking operational deployment, or those planning multi-model environments.
- Current architecture assessment and gap analysis
- Data pipeline design and deployment patterns
- Latency, scaling, and monitoring architecture
- Architecture blueprint and integration specifications
- Phased implementation plan and handover
Process Steps
Decision Guide
Which service is right for you?
Use this matrix to identify which engagement type aligns with your current situation. Many clients combine services across a phased programme.
| Your Situation | Computer Vision | NLU Platform | AI Integration Architecture |
|---|---|---|---|
| You work with images or video data | |||
| You have large volumes of text to classify | |||
| You need sentiment or topic analysis | |||
| You have existing AI models to deploy | |||
| You want an AI roadmap and architecture plan | |||
| You need quality control on a production line | |||
| You're building a multi-model environment |
Across All Solutions
Standards we maintain in every engagement
Data Security
Client data is handled under NDA from day one. Access is limited to the specific consultants working on the engagement. PDPA Malaysia compliance is built into all data handling protocols.
Performance Benchmarking
Defined accuracy, precision, recall, and latency targets are established at project outset. Evaluation results are documented and shared at each checkpoint and at delivery.
Complete Documentation
Every engagement closes with technical documentation for engineering teams and a non-technical summary for stakeholders — so both audiences understand what has been built and how to operate it.
Version Control
All code and model artefacts are version-controlled throughout the engagement and transferred to the client at completion with full ownership — no access dependencies on our systems.
Monitoring Framework
Production deployments include a monitoring setup for tracking model performance drift, data quality signals, and inference health — so issues surface early and maintenance decisions are informed.
Structured Handover
Handover sessions are not optional extras — they are built into every engagement timeline. Your technical and operations teams receive direct walkthrough sessions before the project closes.
Clear Pricing
Transparent from the start
Service 01
Computer Vision
MYR 5,200 / project
- 8–14 week engagement
- Use case scoping included
- Deployed model + documentation
- Performance monitoring framework
Service 02
NLU Platform
MYR 6,800 / project
- 10–16 week engagement
- Corpus and taxonomy analysis
- Deployed NLU pipeline + API
- Evaluation metrics documentation
Service 03
AI Integration
MYR 8,500 / project
- 10–14 week engagement
- Architecture audit and blueprint
- Integration specifications
- Phased implementation plan
Prices are starting figures. Final scope and pricing are confirmed after the discovery session. No hidden charges.
Not sure which to choose?
We're happy to help you work it out
A short initial conversation often clarifies which service area makes sense. There's no obligation — just an honest discussion about your situation.
Get in Touch