Question 1

Who is this for?

Accepted Answer

Engineering leaders shipping AI behind interfaces, platform and data teams making retrieval and access control survive production, and product owners moving an AI feature from demo to something operators can run. If you inherit reliability after the demo, write us.

Question 2

Who is this not for?

Accepted Answer

Storefront demos, sales pitches, and prompt-folder hobby projects with no production owner. If you need a self-serve product signup, this is the wrong door.

Question 3

Who runs it when something breaks?

Accepted Answer

Your team inherits the system. We leave traces, eval gates, runbooks, and handoff so L1 through L3 ownership is clear. Not a black-box agent nobody wants to page at 2am.

Question 4

What should I include in a message?

Accepted Answer

The system or team context, the constraint that hurts most, who inherits the system, what you have already tried, and what better would look like. Specifics beat polish.

Question 5

Do you only work with companies in India?

Accepted Answer

No. Knackline works with clients globally across AI agents, RAG, enterprise AI platforms, and generative BI systems.

Question 6

How quickly do you reply?

Accepted Answer

Most messages receive a thoughtful reply within one to two business days when we can be useful.

Question 7

Is this for product demos or sales pitches?

Accepted Answer

No storefront demos here. Contact is for production AI questions: agents, RAG, platforms, generative BI, observability, reports, or company topics from teams who inherit the system.

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