A confidence score, on every answer
The number is real — it is the score the matcher computed. A system that cannot tell you how sure it is cannot be trusted with a customer.
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Interactive demo
A support bot that shows its working — and knows when to stop
Every agency has a chatbot demo. Almost none will show you why the bot said what it said. Ask this one about an order, then open the trace and read the exact rule that produced the answer. Ask it something it does not know and watch it refuse.
What you just used
The three things that demo was actually showing you
A pipeline, a bot or a reconciliation screen is easy to draw. What makes one worth building is underneath.
A source for every claim
Each answer cites the article it came from. This is what stops a support bot inventing a returns policy that does not exist.
A defined answer when it is unsure
Below the threshold the bot declines, opens a ticket and hands off. The escalation path is the product, not the fallback.
Where the demo stops
What a real build adds
This is the honest gap. A demo runs in one browser tab, on invented data, with no consequences. Here is what has to exist before a business can run on it.
Answers generated from your own documents, tickets and policies rather than a fixed script
Retrieval you can inspect, plus an evaluation set so accuracy is measured, not assumed
Escalation into the inbox, helpdesk or WhatsApp number your team already watches
Every decision logged, so you can audit what it said and why, months later
Model choice you own, with cost and usage monitoring per workflow
A human review queue for the answers it was not confident enough to send
The real thing
Shipped work, not sample data
Case study
KrutAI
An AI product-description workflow that turned a 30-minute copy task into a 30-second one for e-commerce teams.
Read the case studyThe service
AI automation
How we scope, build, integrate and hand over the real version — including what we will tell you to buy off the shelf instead.
See the serviceMore demos
Try another one
Custom CRM pipeline
Automation flow
POS reconciliation
Now show us yours.
Tell us what your team does by hand today and we will map it, name the smallest slice worth building, and quote that scope. If an off-the-shelf tool fits better, you will hear that first.
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