Agentic AI, built on foundations
You told your teams to build with AI. Now give them a foundation that won’t change every week.
Oshara takes organizations beyond prompt-based automation to end-to-end agentic systems: assessed, architected and engineered on fundamentals, running on models fine-tuned to be yours.
Your core value and data
Everything rests here. Before any agent is built, we work out what actually makes your organization valuable, and where AI should strengthen it.
How the assessment worksPrompts are not a strategy.
Most AI programs stall in the same three places.
- 01
Pilots that never ship
Chat assistants and prompt chains stall before they reach real, end-to-end work.
- 02
Tools that change weekly
Chasing every new model and framework leaves teams rebuilding instead of compounding.
- 03
No line to core value
Without knowing what makes you valuable, AI automates the edges and misses the center.
The future of AI is built on foundations. Our products lay them.
Starting with the data you already have. Built by our R&D team, deployed in your environment.
- The foundation layer
Oshara Strata
The foundation: turns your documents, data and processes into a connected knowledge graph for your AI layer.
Try the demo - Sovereign fine-tuning
Oshara Forge
Fine-tuning workflow automation for sovereign AI, deployed inside your organization.
Try the demo - Voice AI
Oshara Timbre
Voice AI fine-tuned to your domain’s words, accents and conversations.
Try the demo
From readiness to running agents, in four steps.
We also build AI-based products, from first prototype to production.
“Where is our real value, and are we ready to put agents behind it?”
- A readiness view across data, systems, people and governance
- A prioritized map of where agents create real leverage
- A clear statement of your core enterprise value
- An honest recommendation on what to build first, and what not to
We work below the API.
Most AI partners resell access to someone else’s model. Our R&D team fine-tunes models on your data, in your environment, so the intelligence your agents run on belongs to you.
Sovereign AI
Models fine-tuned for one organization and deployed where your data lives. You own the weights.
Harness engineering
Models and harness designed together, so agents behave predictably on your real workflows.
Evaluation you can trust
Measured on your tasks, not public benchmarks.
Trusted to transform real organizations.
Organizations from enterprises and academic institutions to non-profits are using Oshara to transform their products, services and operations with AI.
- 01
Health analytics company
Healthcare · United States
One company brain over every clinical and claims document.
Oshara Strata- Built
- Knowledge graph + assistant
- Used by
- Analysts and care teams
- 02
STEM educators
High school STEM · Grades 9–12
A math concierge that coaches students one step at a time.
Agentic harness- Built
- Math concierge agent
- Available
- In class and at home
- 03
Hospitality business
Hospitality · South Asia
Booking calls answered in Nepali and English, day and night.
Oshara Timbre- Channels
- Phone and website
- Languages
- Nepali, English
- 04
University research group
Academic · Research and teaching
Agentic AI for research and teaching, on models it owns.
Oshara Forge- Built
- Fine-tuned sovereign model
- Hosted
- On its own servers
- 05
Global scholars network
Non-profits · Members worldwide
A voice agent that welcomes and guides every new member.
Oshara Timbre- Built
- Member voice agent
- Channel
- Community website
- Your organizationAny sector · Anywhere06Tell us where AI should strengthen your work.We start by finding what makes your organization valuable, then build from there.Book an assessmentCase study 06
Get ready to work with AI. Own the skills that won’t expire.
Our partner Careerlink runs AI Circles: small, hands-on groups where you build real things with AI alongside peers.
Join an AI Circle with Careerlinkleader
Models commoditize.Foundations compound.
The lasting value in enterprise AI won’t sit in whichever model leads this quarter. It will sit in the architecture, the harness, the owned models and the skilled people underneath. That’s the layer Oshara builds.
Talk to us about investingFind out what you’re ready to build.
Tell us a little about you. We’ll reply with next steps for a readiness assessment, an investor conversation, or the right AI Circle.
- 1Tell us about youWho you are and what you’re hoping to build.
- 2We reply with next stepsFor an assessment, an investor conversation, or the right AI Circle.
- 3Start on foundationsBegin with your core value, before any agent is built.