Three Services. Fixed Scopes. Delivered in Ringgit.
Each Cipherbloom service addresses a distinct AI opportunity in your organisation — inspect, organise, or understand. All come with clear timelines, full documentation, and a human point of contact.
Back to HomeHow We Approach Every Engagement
We don't begin technical work until we've spent time understanding your context — the data you have, the process you want to change, and the team who will be using the result. This is not a formality; it's where the quality of the outcome is determined.
All Cipherbloom engagements follow the same six-stage process, regardless of service type. The stages vary in duration across services, but the structure remains consistent so clients always know where they stand.
Discovery
Understanding context and data
Scoping
Written proposal with fixed price
Build
Structured development with check-ins
Testing
Validation against agreed criteria
Documentation
Plain-language docs for your team
Handover
Knowledge transfer and close-out
AI-Powered Quality Assurance
Manufacturing and assembly operations that rely on manual visual inspection face consistent challenges — inspector fatigue, shift variation, and the difficulty of maintaining records across production runs. This service addresses those challenges by introducing computer vision-based inspection that operates continuously and generates structured, queryable records.
We train defect detection models on your specific product types and defect categories, integrate the system with your production line cameras, and build a reporting dashboard your quality team can use directly. Deployment runs four to eight weeks depending on complexity.
What's Included
- Defect category definition and dataset preparation
- Computer vision model training and tuning
- Camera integration with existing production setup
- Real-time flagging and inspection reporting dashboard
- Team walkthrough and documentation
Best For
- Assembly manufacturers with visual quality requirements
- Packaging lines with labelling or sealing defects
- Component producers requiring dimensional or surface checks
- Operations running multiple shifts where consistency varies
Best For
- Legal firms with large contract or case archives
- Research organisations with unstructured publication archives
- Product companies with large, interlinking catalogues
- Organisations losing institutional knowledge to staff turnover
Knowledge Graph Construction
When an organisation's knowledge lives in documents, emails, and shared drives, finding what matters requires either extensive search time or existing expertise. Knowledge graphs solve this by organising information into a network of entities and relationships that can be queried directly — making it possible to surface connections that would otherwise take days to trace.
We handle the full process: extracting entities from your documents, defining the relationship structure, designing the ontology, and building a search interface your team can use without technical support. Engagements span six to ten weeks depending on the size and variety of the source material.
What's Included
- Source document audit and entity extraction pipeline
- Relationship mapping and ontology design
- Queryable graph database setup
- Search interface built for non-technical users
- Admin guide and team walkthrough session
AI Training & Enablement Programme
Many organisations find themselves with an appetite for AI but without the internal language to make good decisions about it. People agree AI is important; fewer can articulate what that means for their specific context. This programme gives non-technical teams a working understanding of AI — not theory, but the practical ability to evaluate ideas, ask better questions of vendors, and identify where AI adds genuine value in your work.
Delivered over three to four weeks as facilitated workshop sessions, the programme is designed for leadership teams, product managers, and operational staff. The content is adapted to your industry and use cases prior to delivery.
What's Covered
- Foundations of machine learning and AI types explained plainly
- Hands-on demonstrations with current AI tools
- Use case identification workshop for your organisation
- Responsible use and risk awareness guidelines
- Reference materials and a follow-up Q&A session
Best For
- Leadership teams evaluating AI investment decisions
- Product managers designing AI-adjacent features
- Operations teams who will work alongside AI systems
- Organisations preparing to procure AI services
Feature Comparison
| Feature | QA System | Knowledge Graph | Enablement |
|---|---|---|---|
| Price (RM) | 2,600 | 3,400 | 1,400 |
| Timeline | 4 – 8 weeks | 6 – 10 weeks | 3 – 4 weeks |
| Technical prerequisite | Camera infrastructure | Document collection | None |
| Custom documentation | |||
| Software system delivered | Reference materials | ||
| Good starting point for AI |
Not sure which fits best? Get in touch and we'll help you think it through.
Shared Technical Standards
Data Confidentiality
Client data is processed under a written data handling annex and deleted at engagement close.
Documented Systems
Every deliverable includes plain-language documentation so your team can maintain and extend it.
Tested Against Criteria
Acceptance criteria are defined in the scoping proposal and tested formally before handover.
Infrastructure Agnostic
Solutions are built to run on your existing infrastructure — no mandatory cloud migrations or platform contracts.
Plain-Language Updates
Progress updates are written for business readers. No technical jargon unless you ask for it.
Formal Handover
Every engagement closes with a structured handover session and a written close-out report.
Transparent, Fixed-Price Engagements
All prices are in Ringgit Malaysia and cover the full engagement scope as written in the proposal.
AI Quality Assurance
RM 2,600
per engagement
- Model training and integration
- Reporting dashboard
- Documentation and handover
- 4 – 8 weeks delivery
Knowledge Graph
RM 3,400
per engagement
- Entity extraction and ontology design
- Queryable graph database
- Search interface for your team
- 6 – 10 weeks delivery
Enablement Programme
RM 1,400
per group engagement
- Workshop sessions adapted to your context
- Hands-on tool demonstrations
- Reference materials and follow-up Q&A
- 3 – 4 weeks delivery
Tell Us What You're Working On
We'll have an honest conversation about what would fit your situation — and if that's not one of our services, we'll tell you that too.
Get in Touch