Services
Three Service Lines. Each with a Defined Scope.
Axiologic offers a focused set of AI services designed to address distinct challenges in your organisation's AI journey. Each is fixed-scope, clearly priced, and delivered with full documentation.
Back to HomeMethodology
How We Approach Every Engagement
Scope Definition
We begin every engagement with a discovery session to understand your specific situation. A written scope of work is produced and agreed before any billable work begins.
Structured Delivery
Work proceeds in defined phases with regular check-ins. Progress is visible throughout, and any issues or scope questions are addressed before they become problems.
Documented Handover
All work products are documented and transferred to your team with a knowledge handover session. You retain full ownership of everything produced during the engagement.
Service 01
Data Quality & Preparation Audit
SGD 420 · 2–3 weeks
A structured assessment of your organisation's data assets and their readiness for AI and machine learning applications. The audit examines data completeness, consistency, labeling quality, and structural integrity across your key datasets. Particularly valuable for teams that have been collecting data for years but are unsure of its suitability for model training.
What the audit covers:
- Data completeness and coverage assessment across key datasets
- Consistency evaluation between data sources and pipelines
- Labeling quality review for supervised learning use cases
- Structural integrity analysis and schema documentation
- Prioritised recommendations for cleaning, enrichment, and governance
Delivery process:
Kickoff session with key data stakeholders
Dataset review and structured interviews
Findings analysis and report drafting
Report presentation and Q&A session
Service 02
Recommendation Engine Development
SGD 1,650 · 6–8 weeks
Design and deployment of a personalised recommendation system tailored to your product or content catalogue. The service includes user behaviour analysis, collaborative and content-based filtering model development, A/B testing framework setup, and integration with your existing platform. Built with configurable parameters so your team can adjust recommendation logic as business needs evolve.
What is included:
- User behaviour and interaction data analysis
- Collaborative and content-based filtering model development
- A/B testing framework design and setup
- Platform integration with your existing stack
- Two-week validation period and performance review
- Configurable parameters for ongoing tuning by your team
Suitable for:
Service 03
AI Centre of Excellence Design
SGD 2,380 · 4–6 weeks
A consulting engagement to help your organisation establish an internal AI Centre of Excellence — a cross-functional team and operational structure designed to coordinate AI efforts across departments. Designed for enterprises transitioning from experimental AI use to a coordinated, sustainable practice. Delivered as a comprehensive playbook with supporting templates and governance documentation.
What the playbook includes:
- Organisational design and reporting structure recommendations
- Role definitions and capability mapping
- Toolchain evaluation and selection guidance
- Knowledge management and documentation practices
- Pilot project plan with success criteria
- Governance documentation and templates
Best suited for:
Enterprises that have run individual AI experiments in specific teams and now want to coordinate those efforts into a structured, organisation-wide capability. Typically involves senior stakeholders from technology, operations, and business unit leadership.
Enquire About This ServiceChoosing a Service
Which Service Fits Your Situation?
Each service addresses a different stage of AI maturity. Use this table to identify where you are and which service would be most relevant.
| Your Situation | Data Audit SGD 420 |
Rec Engine SGD 1,650 |
AI CoE Design SGD 2,380 |
|---|---|---|---|
| Unsure if your data is ready for AI | ✓ Best fit | Prerequisite needed | – |
| Want to personalise your product or content | Helpful first | ✓ Best fit | – |
| AI efforts scattered across teams | – | – | ✓ Best fit |
| Just beginning to explore AI | ✓ Start here | – | – |
| Transitioning from pilot AI projects to scale | – | Possible | ✓ Best fit |
Shared Standards
What Applies to Every Engagement
Written Scope Agreement
All work is preceded by a signed scope of work. No ambiguity about what is and is not included.
Data Processing Agreement
PDPA-compliant handling of all client data, with a formal agreement signed before any data is examined.
Full Deliverable Ownership
All reports, models, code, and documentation produced are owned entirely by the client at engagement close.
Senior Delivery Team
The consultants you meet during scoping are the ones who deliver the work. No handoff to junior staff.
Defined Delivery Timeline
Timelines are set in the scope document and managed actively throughout. Delays are surfaced early.
Handover Session
Every engagement closes with a structured knowledge transfer to ensure your team can work with the deliverables independently.
Pricing
Clear Pricing for Each Service
All prices in Singapore Dollars. Each price covers the full described scope. No add-ons or hidden charges without prior agreement.
Data Audit
2–3 week engagement
SGD 420
Per engagement
- Dataset assessment report
- Prioritised recommendations
- Presentation session
Rec Engine
Popular6–8 week engagement
SGD 1,650
Per engagement
- Model development & integration
- A/B testing framework
- 2-week validation included
AI CoE Design
4–6 week engagement
SGD 2,380
Per engagement
- Comprehensive playbook
- Governance templates
- Pilot project plan
Next Steps
Not Sure Which Service to Start With?
A short conversation is often enough to identify the most useful starting point. Tell us where your organisation is, and we will suggest what makes sense.
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