Posit Source Technologies is an India-based software outsourcing partner that designs and ships production-grade RAG systems, multi-LLM pipelines, FinOps platforms, and full-stack products for brands across the USA, Europe, the Middle East, and Asia.
A rare combination: most AI shops don’t do FinOps, most FinOps shops don’t do AI. We ship the intersection. See how these combine into real engagements below.
Cloud and LLM cost made visible, attributable, and controllable, with unit economics and automated digests.
Production RAG, persona bots, and multi-LLM pipelines on LangChain and LangGraph, with hallucination mitigation.
ETL/ELT, streaming, and CDP platforms on BigQuery, Airflow, Spark, DBT, multi-tenant and GDPR-aware.
React, Next.js, Node.js, and Python product platforms used by 100+ global brands.
Docker, Kubernetes, Terraform, and CI/CD across AWS and GCP, cutting release cycles from days to minutes.
Google Business Profile, reviews, Facebook, Instagram, and SEO: how your brand shows up and is found.
Production RAG, persona bots, and multi-LLM orchestration, built to survive production, not just demo day.
Multi-LLM report generator with distinct models at classification, extraction, reasoning, and drafting stages.
Persona-specific bot with grounded retrieval and hallucination guardrails for regulated content.
WhatsApp bot over a leading Indian accounting ERP for conversational access to ledger data.
Each capability rarely ships alone. Here’s how they combine into scoped, client-ready engagements, from cloud spend to production agents.
Built from: FinOps
Make cloud, GPU, and LLM spend visible, attributable, and controllable, to engineering, finance, and the CTO.
Built from: Data Engineering & MarTech
Unify first-party data, build predictive audiences, and activate across every channel, GDPR-aware by design.
Built from: Agentic AI & GenAI
Production-grade agents that retrieve, reason, and act, with hallucination treated as a first-class design concern.
Built from: Agentic AI & GenAI
When one prompt can’t do everything: different models at different stages, glued into a single production pipeline.
Built from: DevOps & Cloud Migration
Move from monolith to cloud-native, with cost, performance, and operational discipline baked in from day one.
Founded in 2012, not a GenAI-wave startup. Anchored by senior architects with 13+ years in the craft.
A rare combination. Most AI shops don’t do FinOps, most FinOps shops don’t do AI. We ship the intersection.
Hallucination mitigation, grounded retrieval, and structured outputs: patterns born from shipped code.
Proprietary frameworks (Pulse360, Signal360, AdSynq360, CodeForge360) cut delivery time and complexity.
Clients across the USA, Europe, the Middle East, and Asia, with proven results across many verticals.
No lengthy procurement cycle. Most engagements are shipping code within two weeks.
Tell us the problem, your current stack, and what "done" looks like. 30 minutes, no deck required.
We map the work to a managed pod, dedicated resource, or fixed-price sprint, with a clear timeline and cost.
Two-week Agile sprints, working software from day one, transparent weekly reporting throughout.
Yes. Posit Source is an India-based software outsourcing and offshore engineering partner, headquartered in Pune, with clients across the USA, Europe, the Middle East, and Asia. Offshore delivery is our core model, not an afterthought: senior architects anchor every engagement, with the same Agile, version-controlled process regardless of time zone.
Most partners see a working pilot within the first two-week sprint, once infrastructure access and requirements are mapped in the discovery call.
AWS, GCP, Azure, and DigitalOcean for infrastructure; Anthropic, OpenAI, and open-source models for LLM work, alongside Pinecone, BigQuery, and the rest of the stack listed above.
Managed pods, dedicated resources on monthly T&M, fixed-price projects, or a hybrid: fixed-price discovery followed by T&M build.
GDPR-aware architecture is built in from day one, not bolted on. Every engagement follows version-controlled delivery with unit and integration testing at each release.
Yes. Dedicated resources embed directly into partner squads, and managed pods run with joint governance alongside your own team.
From AI-first products to digital reputation, we partner end-to-end, from prototype to production.
