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Buying guide

Best AI Chat Assistant for Indian Companies: What to Check Before You Roll It Out

For owners, IT heads and HR leaders deciding how employees should use AI chat: the questions to ask, a simple test, and an honest view of where Apragya fits.

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An IT head holding a checklist in a factory office corridor

The best AI chat assistant for an Indian company is rarely the one with the cleverest demo. Most leading models write and reason well. The differences that matter show up later: who can use it, whose account the data goes through, and who pays for what.

Many companies discover the question only after staff have signed up on their own. By then prices, customer names and draft agreements have gone through a dozen personal accounts.

This guide sets out what to check, walks through an illustrative evaluation, and says plainly when a standalone chat product may suit you better.

Mistakes companies make when choosing

Choosing on the demo

Answer quality is close across top models; control is not.

Ignoring allocation

Unlimited seats for everyone, with no view of use.

Forgetting group structure

Several companies, but one undivided bill.

No key policy

Nobody decides whose API account carries company data.

An example: a Chennai auto-components group evaluates

Take an illustrative group of three companies making castings, machined parts and assemblies, with about 400 office staff between them. The IT head drew up a short checklist and tested two options against it for a month.

The IT head's checklist, applied to Apragya

  • Admin controls who uses itOnly users with credits allocated can chat.Matched
  • Runs on our own keyThe organisation's provider key is used first.Matched
  • Usage split by companyAI Credits metered per company.Matched
  • Choice of modelsModels the organisation has keys for.Matched
  • Answers from our ERP dataChat does not; Copilot works inside the apps.Mismatch
  • Staff guidance agreedWhat may and may not be pasted.Pending
Most boxes matched; the one mismatch pointed the group to Copilot for record questions.

The group rolled chat out to purchase and sales first, with a short list of what may not be pasted. Record questions went to Copilot inside the apps, and each company's usage showed up separately at month end.

Three small factory models each with a jar of beads at a different level
Each company's AI use showed up in its own jar at month end.

How to evaluate an AI chatbot for employees

Step 1 of 5

Write the checklist

Access, keys, models, spend by company and data guidance.

  1. Write the checklist: Access, keys, models, spend by company and data guidance.
  2. Pick a pilot team: Ten to twenty people with real, repetitive writing work.
  3. Test real tasks: Replies, summaries and explanations your staff do every week.
  4. Read the usage: Check who used it, how much, and on which models.
  5. Decide the rules: What may be pasted, who approves, and who reviews output.

What secure AI chat for business should include

Security here is mostly about control rather than encryption claims. Ask whether an admin can decide who uses AI, whether your own provider key can be used, whether usage is visible per person and per company, and whether access follows the roles you already use.

Questions to ask any chat assistant, answered for Apragya

FeatureWhy it mattersApragya Business Suite chat
Can an admin limit who uses it?EssentialYes, through AI Credits allocation
Can it use our own AI provider key?UsefulYes, the organisation's key is tried first
Is usage visible by company?For groupsYes, metered per company
Can we choose the model?UsefulFrom models your keys can run
Does it answer from our records?DependsNo; Copilot does that inside the apps

Checked against public information on 16 September 2026.

Where Apragya fits, and where it does not

One suite

Chat sits beside writing, code, summary and translation tools.

Copilot for records

Record questions are handled inside the business apps.

Group-ready

Usage per company for multi-company groups.

Deliberate access

Credits allocated person by person.

Your keys

Bring your own provider key if you have one.

Not for everyone

If you use no Apragya apps and want only chat, a standalone product may suit you.

See how everyday use looks in the AI chat assistant for business teams, and how chat fits the wider enterprise AI platform.

A rollout plan that works

  1. Agree what staff may and may not paste into any AI tool.
  2. Add your organisation's provider key, if you have one.
  3. Allocate credits to a pilot team for a month.
  4. Review usage and collect three good session instructions.
  5. Extend to the next team with those instructions.

Written guidance on what not to paste matters more than the choice of model.

What it costs to start

Free
Up to 3 users
CRM, HR and Vendor Onboarding
INR 3,999
Starter, a month
Up to 10 users, CRM and HR plus a choice of apps
INR 7,999
Pro, a month
Up to 25 users and every enterprise app

Secure AI chat for business, answered

Is one AI model clearly the best?
Leading models are close for everyday office work. Pick on control and cost, and let users choose among allowed models.
Should we block personal AI accounts?
That is a policy decision. Offering a governed option first makes the policy easier to follow.
Can we see what each person spent?
Usage is metered in AI Credits per user and per company.
Does it replace Copilot?
No. Chat works on what you type; Copilot works with your records inside the apps.
What does it cost to start?
The free plan covers up to 3 users with CRM, HR and Vendor Onboarding and 1,000 AI Credits a month. Starter is INR 3,999 a month for up to 10 users, with CRM and HR plus a choice of apps such as Sales and POS, Inventory, Payroll, Purchase and Payables, Support and Manufacturing. Pro is INR 7,999 a month for up to 25 users with every enterprise app, including Finance and Accounting, plus 5,000 AI Credits, single sign-on and audit logs.

Test AI chat against your own checklist

Pilot it with one team for a month and read the usage before you decide.

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