How to Choose an AI Development Company in India (7 Questions to Ask)

Searching “best AI development company” returns ads, directories and lookalike homepages. Use these seven questions instead. They are the filter we wish every buyer ran — including on software companies in Pune like us.

1. Who owns the models, embeddings and code?

If the answer is fuzzy, walk away. You want source in your repo, fine-tuned weights (if any), embedding pipelines and IP assignment in writing. A trustworthy AI development company treats this as default.

2. RAG, fine-tuning or agents — and why?

Ask which architecture they recommend for your use case and why. Buzzwords without a data-flow diagram is a red flag. Related: RAG vs fine-tuning.

3. Where does my data go?

Cloud LLM APIs, self-hosted pgvector, on-prem — get it in writing. Under DPDP, “we use ChatGPT” without controls is not an architecture.

4. What will I see every week?

Demand working retrieval, eval metrics or integrated features — not slide decks. AI projects fail when demos never connect to your real documents.

5. How do you handle hallucinations and guardrails?

Ask about citation requirements, confidence thresholds, human handoff and test suites. Production AI needs evaluation, not prompt hope.

6. What happens after launch (MLOps)?

Models drift, prompts break, API costs spike. Ask about monitoring, retainer scope and who owns incident response.

7. Show me a production AI reference

Case studies beat adjectives. Ask for something like our NotesAI RAG platform — or a client reference call about data handling and delivery.

How we prefer to be hired

Short discovery, written ₹ range, milestone payments, IP you own. If that matches what you want from a AI development company in Pune, start on our AI & machine learning page — and use the same seven questions on competitors.

Frequently asked questions