A customer assistant needs to know what it may answer, what it must decline and how a person takes over. We plan AI chatbot work for London businesses around an approved knowledge source and a testable support journey. Softglimmer works remotely from Ranchi, with scope and review windows agreed with your team.
An example journey, shaped around your requirements.
A real decision to explore
A correct handover can be the best answer.
Imagine a visitor asking about an exception to a published policy. An assistant should not invent a promise just to finish the conversation. The workflow below is illustrative: the business approves the information, defines the limits and remains responsible for decisions that need a person.
Ground answers in approved material
Select the pages or documents the assistant may use and name an owner for updates. Test questions whose answer has changed or is absent. The system needs a clear uncertainty response, not a confident guess dressed as customer service.
Keep advice and actions separate
Answering a product question is different from changing an order or accessing an account. Scope any connected action explicitly, with authentication, confirmation and a record of its result. Begin with an informational assistant if those responsibilities are not ready.
An illustrative workflow
01
Understand
Recognise the visitor’s question.
02
Check
Use approved information.
03
Resolve
Answer within scope or hand over.
Illustrative planning example. The final scope follows your requirements.
Before implementation
Choose a scope your team can support.
Discuss these decisions before choosing the final implementation.
01
Public information or authenticated support
Decide whether the assistant handles only approved public answers or needs account data. Private records require an explicit access model and appropriate provider arrangements.
02
Human transfer with useful context
Define where an unresolved conversation goes and who responds. Include the question, relevant context and the reason for handover without collecting unnecessary personal information.
03
Evaluate before widening the scope
Use a reviewed question set with correct, incomplete, conflicting and adversarial examples. Define what failure means and which outcomes stop release. A fluent demonstration is not a reliability test.
Reviewable deliverables
What an agreed project can include.
The proposal names the records, journeys and checks included in your release.
01
Knowledge and responsibility map
Approved sources, update owners, excluded topics and the boundary between automated information and human decisions. Your team approves policy and privacy requirements.
02
Assistant and handover journey
A usable chat interface with uncertainty, unavailable service and human-contact states. Define whether a handover creates a ticket, sends an agreed notification or offers a visitor-controlled contact path.
03
Evaluation and operating record
A representative test set, observed failures, cost limits and monitoring responsibilities. Document the provider accounts, retention settings and conditions for pausing the assistant.
A practical acceptance checklist
Review the difficult cases before launch.
Use these scenarios to agree the expected behaviour and the person responsible for resolving an exception.
Ask a question the sources cannot answer
Confirm that the assistant explains the limit and offers the agreed next step. It should not invent a price, availability, policy exception or guarantee.
Update a policy
Test how the knowledge source is refreshed and how obsolete answers are detected. Name the person responsible for correcting source material and approving the new result.
Attempt an unauthorised action
A conversation must not bypass account permissions or accept instructions hidden in retrieved content. Review the scope and controls before enabling connected actions.
Questions before you commission the work.
Useful answers about scope, responsibilities and remote delivery.
Can a chatbot guarantee accurate answers?
No. The scope includes evaluation, uncertainty behaviour and monitoring. We test known failure cases and keep a human route available rather than treating fluent wording as proof of correctness.
Can the assistant use our internal documents?
That requires a separate review of access, provider arrangements, permitted data and retention. Do not upload confidential material to a consumer tool by default. Your business approves the relevant privacy and contractual requirements.
Do you serve London remotely?
Yes. Softglimmer is based in Ranchi and works with London teams remotely. We agree review windows and account ownership, including seasonal time changes, before delivery.
Continue planning your project.
Explore the full service approach, the market guide and the delivery questions.