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LLM APIs · RAG · Agents · Computer Vision · OCR

AI products from discovery through launch.

A deep-dive from Creative Mantra, the Mumbai-based AI and software agency, on how we design and build AI-powered products from discovery through launch. Includes the model/agent architecture, data pipeline, engineering stack and outcomes.

AI platforms shipped
5
Agentic mailers, humanisation engines, AI editors, CV
Case studies in this cut
5
Every AI/ML project in the practice
Models in production
GPT · Gemini · Claude
Gemini 2.5 Pro (1M ctx) on Manuscripts.ai
Live users
34+ authors
Manuscripts.ai early access · 300K words · zero AI calls
5 featured · AI
What we ship in AI

AI platforms from discovery through launch.

A deep-dive from Creative Mantra, the Mumbai-based AI and software agency, on how we design and build AI-powered products from discovery through launch. Includes the model/agent architecture, data pipeline, engineering stack and outcomes.

  • 01

    Discovery, research and problem framing.

  • 02

    Model selection, prompt/agent architecture and evaluation.

  • 03

    Full-stack engineering — LLM APIs, RAG pipelines, Python, Node.js, TypeScript.

  • 04

    Latency, cost and accuracy benchmarking.

  • 05

    Launch, monitoring instrumentation and post-launch iteration.

Now Accepting New AI Projects

Ready to ship your AI product?

Tell us the problem — we'll scope model architecture, evaluation and the surface. Send a paragraph to hello@creative-mantra.com. Reply within 24 hours; fee letter within four working days.