Use-case discovery workshops
Map your processes and spot where AI would save time or money.
AI consultation & services · Sheet 01
Practical AI,
shipped
safely.
AI consultation and AI services from one team in Singapore. We find the right use cases, then build them for production.We help you find the right use cases, then build assistants, agents and automations that work in production.
- 01
Your data
Docs, tickets & databases
- 02
Retrieval
Finds the right context
- 03
Model
LLM reasoning & tools
- 04
Guardrails
Policy, privacy & evals
- 05
Your product
Results people accept
How a request moves through an AI feature
Sheet 02 · How a request flows
5 stages
- 01
Your data
Docs, tickets & databases
- 02
Retrieval
Finds the right context
- 03
Model
LLM reasoning & tools
- 04
Guardrails
Policy, privacy & evals
- 05
Your product
Results people accept
Sheet 03 · AI consultation
Sheet 02 · AI consultation
Find where AI actually helps
Strategy
before
software.
Not every problem needs AI. We help you find the ones that do, check that your data is ready, and plan a careful rollout.
AI readiness & data assessment
Check data quality, access and security before anything is built.
Build-vs-buy & vendor advice
An impartial comparison of off-the-shelf tools, platforms and custom builds.
Responsible AI & governance
Policies, risk reviews and human oversight that fit your organisation.
You get
- AI opportunity map
- Readiness report
- Roadmap & business case
AI services
Sheet 04 · AI services
Build · ship · run
Sheet 03 · AI services
We build, ship & run it
S-01
Chat assistants & copilots
Assistants for support, sales or internal teams that draft replies, answer questions and hand over to a person when needed.
S-02
AI agents & automation
Multi-step workflows that act across your systems, with approvals.
S-03
Search across your documents
Ask questions across policies, wikis and files, with answers that cite their sources.
S-04
AI features in your apps
Summaries, smart search and recommendations inside your product.
S-05
Evaluation & monitoring
Test sets, quality dashboards and cost tracking, before and after launch.
AI use cases
Sheet 05 · Use cases
Illustrative
Sheet 04 · Use cases
Illustrative examples
UC-01
Customer support copilot
Drafts replies from your help centre for your team to review and send.
UC-02
Internal knowledge search
Staff ask questions in plain English across documents and wikis.
UC-03
Document processing
Extract fields from invoices, forms and contracts into your systems.
UC-04
Sales assistant
Summarise calls and draft follow-ups straight into your CRM.
UC-05
Operations agents
Automate multi-step back-office tasks with human approval points.
UC-06
Smart product features
Add AI search, summaries or recommendations to your app.
Responsible by design
Sheet 06 · Responsible by design
Sheet 05 · Responsible by design
Trust is a requirement
Human in the loop
People approve what matters before it reaches a customer.
Grounded answers
Responses cite the sources they came from.
Privacy first
PDPA-aware data handling, agreed with you up front.
Measured quality
Evaluations before launch, monitoring after it.
No lock-in
Model-agnostic architecture, so you can switch providers.
Sheet 0706 · Next step
Bring us your
AI question.
Book an AI consultation. We’ll help you see where AI is worth it for your business, and you’ll leave with clear next steps.
Book an AI consultationhello@appcepted.com