Start with the problem, not the purchase order
Tell us what the model keeps getting wrong. You get volumes, languages, a quality target and a price, usually inside two working days.
Before you write
How quickly can a project start?
A pilot on an existing language and task type usually starts within a week. New languages, specialist domains or KYC-gated workforces take two to four weeks to recruit and qualify.
What do you need from us to quote?
Modality, volume, languages, any demographic or device constraints, your deadline, and ideally an example of what the model gets wrong today. Guidelines help but are not required to start.
Do you run a pilot?
On every project. A small paid batch against your real guidelines, which you accept before anything scales. It has saved every client who took it.
What is the minimum engagement?
There isn't a hard floor, but below roughly a week of production work the setup cost dominates and you are better served by a catalogue dataset.
Office
Karmyug AiNear Vasant Palace
Muzaffarpur, Bihar 842004
India
Primary data region is AWS Mumbai (ap-south-1). Other regions are available where residency rules require it, and are written into the contract.