Our Services
Three Ways We Can Help Your Team Move Forward
Each service is scoped specifically to products and stock levels on shelves. Choose the engagement that fits your current stage.
Back to HomeOur Methodology
How We Structure Every Engagement
Shelf insight advisory is most useful when it starts with honest scoping. Before any technology is considered, we work to understand your store format, your current operations process, and what questions you actually need shelf data to answer.
That foundation shapes every recommendation. It is the difference between a system that gets installed and then quietly stops being used, and one that becomes a regular part of how your operations team works.
Each of our three services maps to a different stage of that process — early exploration, pilot planning, or multi-store rollout. They can be taken in sequence or independently, depending on where you are now.
Understand the operational context
Store format, stock patterns, staff capacity, current data sources — we build a clear picture before making any recommendations.
Define what shelf insight can realistically deliver
We map which use cases are viable for your format, what the data will and will not cover, and what accuracy to expect.
Plan and support implementation
For those who proceed, we support pilot design and multi-store rollout with a standards-based, vendor-neutral approach.
Document everything
Every engagement concludes with a written deliverable. Your team should leave with something concrete, not a summary in someone's inbox.
Service 01
Shelf Insight Readiness Review
RM 600 · One session + written summary
A review that helps a retailer understand what shelf and inventory insight from cameras could realistically offer their stores. We frame the scope plainly and focus on products and stock levels — not individuals.
This service is suited to operations leads who are exploring shelf analytics for the first time and want an honest picture before approaching vendors or committing any budget.
What is included:
- One working session with your operations lead (in-person or video)
- Written summary of findings and scope assessment
- Use-case map showing which insight types are viable for your store format
- Prerequisites checklist covering camera placement, lighting, and data requirements
How the session runs:
We review your store format, category mix, and current operations data sources.
We discuss the specific shelf questions your team would want answered and whether camera-based analytics can address them.
We deliver a written summary with a use-case map and a prerequisites list within five working days.
Best suited for:
- Single-store or small chain operators
- Operations leads in early exploration
- Teams preparing an internal business case
- Managers who have received a vendor pitch and want a second opinion
Best suited for:
- Teams who have completed a readiness review
- Operators ready to test shelf analytics on one store
- Groups looking for a structured pilot before wider investment
- Operations teams with an internal sponsor and a short runway
Service 02
Inventory Vision Pilot Workshop
RM 1,480 · Two sessions + pilot plan
A workshop that helps a team plan and run a small pilot for shelf and stock-level insight. The focus is on accuracy and practical value while keeping scope to products on shelves. Guidance is vendor-neutral and hands-on.
Best for store-operations teams who want a structured approach to piloting before committing to a wider deployment. The output gives you a plan you can brief internally and a framework for evaluating results honestly.
What is included:
- Two working sessions (design session and review session)
- Pilot plan covering scope, camera placement, timeline, and success criteria
- Measurement guide for tracking pilot results objectively
- Results outline template for presenting findings to stakeholders
Workshop structure:
Session one: pilot design — scope, success criteria, vendor shortlist review, camera placement guidelines.
Interim: your team runs the pilot with the plan in hand.
Session two: results review — interpret the pilot data, identify gaps, and decide on next steps.
Service 03
Store Rollout Advisory
RM 2,860 · Three-month engagement
An advisory engagement supporting a phased rollout of shelf-insight tooling across stores — helping standardise setup, accuracy checks, and staff guidance. Scope is kept to products and stock. We act as an independent operational advisor throughout.
Designed for multi-store operators ready to move beyond a pilot and expand shelf analytics across their network. The engagement runs across three months with structured review points.
What is included:
- Three-month advisory engagement with monthly reviews
- Rollout plan covering phasing, store sequencing, and timelines
- Standards document for consistent setup across all locations
- Accuracy check framework for ongoing quality assurance
- Staff guidance notes for floor teams at each rollout location
Engagement phases:
Month 1 — Foundation: rollout plan, standards document, first-store setup review.
Month 2 — Expansion: phased store onboarding, accuracy checks, staff guidance delivery.
Month 3 — Review: rollout assessment, outstanding adjustments, handover documentation.
Best suited for:
- Multi-store operators with 3 or more locations
- Teams who have completed a successful pilot
- Operations leads scaling a shelf-analytics deployment
- Groups that need a consistent, documented approach across locations
Decision Guide
Which Service Fits Your Situation?
Use this table to identify the most appropriate starting point for your team and store network.
| Feature / Situation | Readiness Review RM 600 |
Pilot Workshop RM 1,480 |
Rollout Advisory RM 2,860 |
|---|---|---|---|
| First exploration of shelf analytics | ✓ | — | — |
| Reviewing a vendor proposal | ✓ | — | — |
| Running a structured single-store pilot | — | ✓ | — |
| Measuring pilot accuracy objectively | — | ✓ | — |
| Scaling across 3 or more stores | — | — | ✓ |
| Standardising setup across locations | — | — | ✓ |
| Written deliverables included | ✓ | ✓ | ✓ |
Shared Standards
Principles Applied Across All Services
PDPA-Aligned Scope
All recommendations are reviewed against Malaysia's Personal Data Protection Act. We flag any tool or approach that raises compliance questions before it reaches your operations team.
Vendor-Neutral Evaluation
We hold no reseller agreements. Platform assessments are based on your operational requirements and accuracy results in your store conditions — not on which vendor has the best partner programme.
Documented Deliverables
Every engagement ends with written output. Summaries, plans, and standards documents are formatted for internal use — your team can distribute and act on them without needing to involve us further.
Real-Condition Accuracy Testing
Shelf-insight performance figures are meaningful only when measured in your store — with your product range, your lighting, and your shelf configurations. We evaluate accordingly.
Plain Communication
When shelf analytics is not the right fit for your current situation, we say so clearly. That honesty is part of how we define good advisory work.
Operations-Language Outputs
Deliverables are written for store managers and operations leads — not for IT departments or board presentations. That makes them more likely to be read and acted on.
Pricing
Clear Fees, Defined Scope
All prices in Malaysian Ringgit. No hidden costs, no ongoing retainer required. Each service is a standalone engagement.
Service 01
Readiness Review
RM 600
per engagement
- One session
- Written summary
- Use-case map
- Prerequisites checklist
Service 02
Pilot Workshop
PopularRM 1,480
per engagement
- Two sessions
- Pilot plan
- Measurement guide
- Results outline
Service 03
Rollout Advisory
RM 2,860
3-month engagement
- Monthly review sessions
- Rollout plan
- Standards document
- Staff guidance notes
Get Started
Not Sure Which Service to Start With?
Send us a brief description of your stores and where you are in your thinking. We can point you to the most appropriate starting point before you commit to anything.
Contact the Team