RAG systems, fine-tuned models, AI applications, chatbots, and automation — crafted for enterprises, Govt & NGOs in Odisha.
Projects we're building — some live, some in progress, some in the dream stage. Built in the open.
Government scheme RAG assistant
Cold email roaster & improver
Morphology extractor
Email deliverability monitor
Dream model with DKS reasoning & Odia tokenizer
Not another AI wrapper — we start from Odia language, regional context, and the institutions that don't get built for first.
Kortiv is an AI application development company — building software, datasets, and products that put AI to practical use for Odisha's people and institutions. Unlike pure AI research labs, Kortiv focuses on real-world application development that directly benefits the state.
The work sits across multiple domains: RAG systems for government schemes, AI-powered tools for cold emailing, plant morphology extraction for botany students, email deliverability monitoring, and a planned Odia-first reasoning model. Each product is built with a practical problem in mind, grounded in the needs of Odisha's enterprises, government bodies, and NGOs.
Models and pipelines built to reason in and about the local language and context, not retrofitted from English.
A Nyaya-logic-inspired verification layer that checks model outputs, aimed at reducing confident-but-wrong answers in high-stakes use cases like government scheme guidance.
A botany and life-sciences background feeds into how we build focused AI applications — not just general-purpose chat.
One-person studio, documenting its build process publicly. Every component, model, and pipeline is developed transparently — from first principles, for Odisha's specific needs.
Led by Sumesh, Kortiv AI collaborates with domain experts, researchers, and engineers across Odisha — building solutions grounded in local context rather than repackaged from global templates.
A RAG-based assistant built at yojana.kortivai.in — indexing over 35 Odisha government scheme PDFs to answer eligibility and process questions, addressing the struggle of finding accurate scheme details online.
A cold email analysis tool that roasts your draft for mistakes and suggests improvements — turning the boring task of email writing into something fun and productive.
A morphology extractor — input a scientific plant name to get detailed morphology and key diagnostic characteristics, or describe a plant's morphology to identify its scientific name.
Monitors inbox placement across major email providers — Gmail, Outlook, Yahoo, Zoho — and alerts your team before deliverability issues can result in lost revenue.
Our dream product — not currently being built, but envisioned with our own DKS reasoning engine, trained on Odisha data, and an improved tokenizer for fluent Odia language understanding.
A reasoning-layer approach grounded in Nyaya logic that checks model outputs against verifiable sources — reducing confident-but-wrong answers in high-stakes government guidance scenarios.
Building toward native Odia language understanding and generation — not as a translation layer on top of English models, but as a first-class NLP pipeline built for the language's structure and script.
Open-sourcing components of our stack as we build — datasets, model adapters, evaluation harnesses — contributing to the AI ecosystem in Odisha and beyond.
Whether it's a RAG system for your documents, a fine-tuned model for your domain, or a chatbot for your organization — we'll respond within 24 hours.
tech@kortivai.in
support@kortivai.in
We respond within 24 hours
Typically within 24 hours, often sooner
“One person, building for the state most AI companies skip.”
— Sumesh Ku. Pradhan, founder of Kortiv
Quick answers to things people usually ask us about Kortiv AI.
Still have questions? Reach out — we'll get back to you within 24 hours.