AI · AI & Automation
Bot Training & Tuning
Most bots fail on real customers, not demos. We tune against your actual transcripts: where people drop, what goes unanswered, where the bot talks when it should listen, then fix in that order.
Sound familiar?
A bot judged by its demo
It handled the happy path in the meeting; real customers never follow the happy path.
Fixes that quietly unfix
Behaviour corrected last month regressing this month because nothing locked it.
This service exists because we kept meeting these two. Here is what fixing them properly includes.
What's included.
AI / bot-training-tuning
Conversation autopsy
Real transcripts classified: answered, dropped, escalated, lost, with numbers.
Answer-library curation
The questions customers actually ask, answered once, well, and reused.
Tone and etiquette
Greetings returned properly, no begging, no repetition: the manners that keep people talking.
Regression protection
Every fixed behaviour locked with tests so it cannot quietly break back.
How ai & automation work runs here
Read the real conversations
Your actual transcripts decide the design: where people drop, what goes unanswered, what gets asked daily.
Curate the truth first
An approved answer library comes before any AI: the bot quotes your facts, not its imagination.
Ship with guard-rails
Price and policy claims validated in code; anger, confusion and requests for a human escalate immediately.
Tune on transcripts weekly
Unanswered questions become new approved answers, and every fixed behaviour is locked with a test.
What it's judged by.
Every engagement reports these: the numbers, not the vibes.
Answered without a human
The share of conversations resolved correctly by the machine alone.
Time to first reply
Seconds, at 3am too: the reason the bot exists.
Orders completed in chat
Conversations that became confirmed orders, the number that pays for everything.
This is for you if
- Businesses whose customers live on WhatsApp
- Stores losing sales to slow replies and time zones
- Teams drowning in the same twenty questions
And honestly not, if
- Anyone who wants the bot to bluff when it does not know
- Replacing human judgement on complaints and edge cases
We turn down work that fits this column. It is cheaper for both of us early.
“A bot earns trust by knowing when to stop talking and fetch a person.”
how we run ai & automation
Asked about this service.
Can you tune a bot you did not build?
Usually: we audit the flows and transcripts first and tell you whether tuning or rebuilding is the honest path.