Scope before build
Map one workflow, compare existing tools, review samples, and agree what success means. Implementation follows an agreed scope and milestones.
Someshwara is based in Bengaluru. Our leading offer is enterprise RAG: AI knowledge assistants for approved SOPs, manuals and internal documents. Our second focused offer is document processing for warehouse and 3PL operations. Our third is voice-to-form automation: guided conversations that help staff complete and review operational forms.
Clients & past engagements
Our client experience spans AI, software and interactive technology, bringing together businesses and institutions across industries.


Basavaraj is your contact for discovery and agreeing the engagement with Someshwara. Bring one recurring workflow or a specific project need. The first conversation establishes the problem, the people involved, and the next useful step.
Before implementation, we agree the scope, responsibilities, milestones, and how the work will be evaluated.
Our engineering experience spans document validation, inventory and approval workflows, operational dashboards, project tracking, interactive applications, and simulation.
We bring that foundation to scoped RAG knowledge assistants and document workflows, with source references, agreed access boundaries and staff review built into the delivery plan.
Map one workflow, compare existing tools, review samples, and agree what success means. Implementation follows an agreed scope and milestones.
Measure correctness, review effort, turnaround, and operating cost. A component check or demonstration is a starting point for evaluation, not proof of customer results.
Make exceptions visible, preserve source references, and keep consequential actions subject to staff approval. Agree access and data handling for each engagement.
Awards & recognition
Professional category winner
Basavaraj of Someshwara Software was recognized for the Swachhta Hi Seva AR game. The winner announcement features Unity and the Government of India’s Department of Science & Technology.
View the winner announcement ↗Explore our earlier product work in interactive content, computer vision, and mobile games.

Visual coding and interactive content creation for games, simulations, and learning experiences.
Explore VExhibitComputer vision and facial recognition attendance work. Discuss suitability and evaluation requirements for your environment.
Explore Facelytics
Mobile game development using Unity, demonstrating experience in interactive software and consumer applications.
Explore Super Bicycle RacingUse artificial intelligence and large language models to extract information and assist with agreed tasks. Evaluate outputs against representative samples and keep staff approval in the workflow.
Agree data access, hosting, retention, and model-provider handling before implementation. Define who can view documents and approve actions within the scoped workflow.
Keep source references, check missing or inconsistent fields, and review exceptions before updates. Define reconciliation steps for failed or incomplete transfers.