AI consulting costs in Hong Kong: scope and quotation checklist
Estimate AI consulting costs by separating discovery, data preparation, a pilot, integration and ongoing usage. Compare proposals against the same scope.
Author：WeTech technical team · Updated： (Hong Kong time (GMT+8))
Start with deliverables rather than a single price for an “AI system”. Budget for one-off discovery and development, third-party licences and usage, deployment operations and maintenance. WeTech does not publish a fixed package price in this guide. A quotation requires a review of data, integrations and acceptance requirements.
When to use this guide
Use this guide before requesting proposals, comparing consultants or presenting pilot and annual budgets to management. Choose a workflow with an owner, accessible sample data and a measurable current process.
What should a quotation separate?
| Cost area | Main drivers | Ask the supplier to specify |
|---|---|---|
| Discovery and data | Interviews, document types, data cleaning | Process map, data inventory and assumptions |
| Pilot and evaluation | Tasks, evaluation set, human review | Test method, revision rounds and exit criteria |
| Integration and deployment | APIs, permissions, hosting and monitoring | System boundaries, environments and operational owner |
| Ongoing spend | Model usage, licences, storage and maintenance | Billing units, alerts, limits and price-change terms |
Build a comparable estimate
List work packages and record the effort range, dependencies and uncertainties for each. Estimate one-off work as agreed effort multiplied by rates, plus external costs. Add recurring usage and support for an annual view. Model low, expected and high usage with explicit assumptions. A supplier should explain what would change the estimate, including poor data quality or additional approval rules.
Prepare before requesting a quote
Prepare the current workflow, monthly and peak volumes, de-identified samples, system inventory, available APIs, access rules and retention needs. State who accepts the work and which decisions require approval. Start with field names and sample structure when confidential records cannot yet be shared. Missing access or an unconfirmed data owner should appear as a dependency, rather than disappearing from the proposal.
Planning example: bound the pilot
For a supplier-document workflow, a first pilot could cover one document type, one department and draft output reviewed before any write to the production system. Automatic payments, multilingual documents and cross-department permissions belong in separately priced options. This is an illustrative planning scenario, not a delivered WeTech client project or a measured saving.
Frequently asked questions
Can the price be fixed from the start?
A fixed-scope quote can be discussed when data, deliverables and acceptance are clear. Where uncertainty is high, separate discovery and the pilot before estimating production rollout.
Is the model subscription the whole AI cost?
No. Data preparation, integration, evaluation, monitoring, human review and maintenance can all contribute to total cost. List them separately.
How should I compare cheaper and more expensive proposals?
Compare the same deliverables, exclusions, tests and support terms. A proposal that omits data preparation or launch support is not directly comparable.
Brand and public case scope
WeTech Consulting, also called WeTech or WeTech AI HK, provides AI and IT consulting in Hong Kong. WeProperty HK and WeCredit HK are self-developed products. Their cases support the observable features listed: property, estate and transaction-reference entry points for WeProperty; submission, review and public-data masking for WeCredit. WeCredit is not a TU credit-rating service or a final determination of facts.
WeProperty HK · WeCredit HK (case studies in Traditional Chinese)
Reference sources
Official documents support the technical, risk and measurement concepts. Checklists, estimation methods and illustrative scenarios are WeTech planning recommendations, not official prices or client results. Check the supplier’s current plan and terms. Sources reviewed: (GMT+8)
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