Xiaowei AI · Enterprise AI employees
Connect product information, customer requirements and follow-up work. Start with a real enquiry or specification, then validate the result with your team.
Engineering demo → Authorised samples → Paid pilot → Customer acceptance
Industrial concept image, not a customer site
Sales, technical support and operations share the evidence and next step. Inputs, permissions and acceptance criteria come before integration.
Organise specifications, quantities, missing requirements and next actions. Prepare replies with a traceable product basis.
Find evidence in reviewed manuals, identify missing information and refer engineering decisions to the right person.
Keep original documents and versions. Compare quantities, currencies and dates before a responsible person approves changes.
This 36-second engineering demo uses fictional data to show an enquiry, a sales task and a saved next step. It is not a customer success case or evidence of a connection to your mailbox.
'Machina' by Scott Buckley · Source · CC BY 4.0. Excerpt with reduced gain and fades.
A redacted enquiry or a document you are authorised to use.
Use reviewed information for specifications, prices and delivery terms.
Keep missing fields, drafts, owners and dates traceable.
Your team confirms quotations, messages and business submissions.
Compare originals, results, exceptions and actual adoption.
Choose local or cloud deployment within the agreed scope. External models receive only authorised necessary data. Local does not mean risk-free.
Public research, organisation and drafts may run automatically. Sign-in, verification codes, payment, price commitments and sending remain controlled.
Keep sources and execution status visible. Investigate uncertain outcomes instead of blindly repeating actions. Test pause, revocation and recovery.
List model and search costs separately and cap them. Confirm pilot and maintenance scope in writing. Measure business work, not just chat counts.
Start with reviewed product information and business rules. Your team confirms or corrects them; training a foundation model is not required. Unknown facts stay unconfirmed.
Within the agreed integration scope it can research accessible company websites and public business channels. Relevance, a buying signal and confirmed demand are different; no orders are guaranteed.
The initial workflow prepares drafts and tasks. Sending and important system changes require approval. Accounts, permissions and exception rules are checked during the pilot.
Review the engineering demo, then agree inputs, integrations, deliverables, fees and acceptance. Role capabilities have different validation stages; a design is not a customer deployment.
Xiaowei AI · Enterprise AI employees
Describe your industry, the step that gets stuck and the input format. Do not send raw orders, confidential pricing, passwords or customer lists through this form.
Human review · Agreed scope · Sample acceptance