AI API for SaaS in India

SaaS companies in India compete globally but operate locally. Embedding AI into your product—personalized onboarding, proactive customer support, feature recommendations—is now table-stakes. But routing that spend through a foreign biller adds card friction and forfeits GST input credit. unoblox offers feature-parity with OpenAI but billed in rupees via GST invoice, so Indian SaaS teams can add AI to their product without international payment overhead.

In-product AI chat & support

Embed Claude Sonnet (₹201.6 / ₹1008) as in-app chat that answers product questions, suggests features, and escalates to human support when needed. Qwen3 235B (₹9.07 / ₹55.44) is a cost-effective alternative for FAQ-style support; it's nearly as good and roughly 22x cheaper on input tokens. Version both; let customers choose.

Personalized onboarding

Use Qwen3.8-27B (₹16.32 / ₹48.96) to analyze user signup data (company size, use-case, technical level) and dynamically generate onboarding flows. Show a 50-person startup a lean 10-minute onboarding; show an enterprise a detailed 30-minute setup. Each user sees a tailored experience.

Feature recommendation & usage analytics

Qwen3 235B reads user behavior (features used, time spent, errors) and suggests what to try next. "You've used export 50 times; try scheduled exports to save time." Build a powerful upsell engine without hiring ML engineers. Native embeddings (₹0 freemium tier) cluster users by behavior for cohort analysis.

Use-case	Recommended model	₹ input/output	Why
In-app chat	Claude Sonnet	₹201.6 / ₹1008	High quality, user trust
Cost-sensitive chat	Qwen3 235B	₹9.07 / ₹55.44	~22x cheaper, solid quality
Onboarding flows	Qwen3.8-27B	₹16.32 / ₹48.96	Personalization
User clustering	Embeddings	₹0 (freemium)	Free, native pipeline

Frequently asked questions

Will my customers see the cost difference between Claude and Qwen3? Not if you choose the model behind the scenes. Both feel like "smart support." Test both; most customers can't tell, so use the cheaper one and reinvest in product.

Can I use the same API key for all my SaaS microservices? Yes. One unoblox key works everywhere. Manage rate limits and cost allocation via admin dashboard or per-service tagging.

How do I avoid AI getting stuck in a loop with users? Set max_tokens low for chat (e.g., 150), so responses are concise. Use a system prompt that says "ask a clarifying question if you're unsure; don't guess." Monitor sentiment; escalate to human if frustration detected.

Can I use AI to generate user documentation? Yes. Feed your feature specs to Claude Opus or Qwen3 Max; they generate onboarding docs, API guides, and video scripts. Editors refine; writers manage tone + brand voice.

What if my SaaS is in Hindi or a regional language? Qwen3.8-27B natively supports Hindi, Tamil, Telugu, Kannada, Marathi. Use it for onboarding + support in regional languages; it often outperforms English-only models for these tongues.

Do I need to report AI usage to customers? Best practice: disclose in ToS that you use AI for support/recommendations. Transparency builds trust and prepares for future regulation.

Get started in rupees → https://unoblox.ai/sign-in