Three Paths Into
Structured AI
Whether you are evaluating a first AI initiative, building a specialised vision system, or bringing coherence to an existing collection of AI tools — Quorith has a structured engagement for your stage.
← Back to HomeHow We Approach Every Engagement
Regardless of which service you engage, our process follows a consistent pattern: we begin with thorough scoping, move through structured execution with defined milestones, and close with formal handover and a support window.
This consistency is deliberate. It means our clients can predict what working with us will feel like, and it creates comparable documentation across different engagements — useful when you are building an AI governance record over time.
AI Impact Assessment
SGD 360A structured evaluation that helps your organisation understand the potential effects of a proposed AI system before deployment — covering operational impact, workforce implications, customer experience changes, ethical considerations, and risk factors.
The assessment follows a consistent framework that can be applied across different types of AI initiatives, creating a comparable record of due diligence. Suitable for any organisation that values thoughtful implementation.
What's Included
Engagement Steps
Custom Computer Vision Pipeline
SGD 1,620Design and development of a tailored visual recognition system for your specific application — product identification, defect detection, document digitization, spatial analysis, or safety monitoring.
The service covers image data assessment, annotation strategy, model architecture selection, training pipeline development, and integration with your operational systems. Includes careful testing across edge cases and environmental variations relevant to your deployment context.
What's Included
Typical Applications
AI Ecosystem Integration Architecture
SGD 2,350Design of a cohesive technical architecture that connects multiple AI capabilities — whether built internally, purchased from vendors, or accessed via APIs — into a unified, manageable ecosystem.
Particularly valuable for organisations that have adopted multiple point AI solutions and need them to work together coherently. Delivered as architectural blueprints, integration specifications, and a phased implementation roadmap.
What's Included
Which Service Is Right for You?
Use this overview to identify which engagement type best matches your current stage and objectives.
| Your Situation | Impact Assessment | Vision Pipeline | Ecosystem Arch. |
|---|---|---|---|
| Planning a first AI deployment | ✦ Best fit | — Optional | — |
| Need to detect defects or classify images | Recommended first | ✦ Best fit | — |
| Multiple AI tools not working together | — | — | ✦ Best fit |
| Board requires AI governance documentation | ✦ Best fit | — | — |
| Building an internal AI capability | Recommended first | — If visual | ✦ Ideal foundation |
| Managing API/vendor AI portfolio | — | — | ✦ Best fit |
Not sure which applies to you? Start a conversation — we'll help you identify the right starting point.
Technical & Professional Standards
Common across all three service offerings.