Intelligent systems, designed to deliver
We architect AI systems that match your scale, goals, and runway. Lean when it counts, scalable when it matters
Services
We specialize in building AI solutions that solve real problems for real businesses.
AI Product Development
End-to-end AI product development from concept to deployment
Custom ML Pipelines
Scalable machine learning pipelines for your specific use case
NLP & LLM Integration
Natural language processing and large language model integration
Computer Vision Systems
Image processing, object detection, and visual AI solutions
Internal Tools & Dashboards
AI-powered internal tools to streamline your operations
Multi-Modal Agents
Intelligent agents that understand and process text, images, and audio.
Case Studies
In-depth looks at how we solve complex AI challenges for our clients.

See how MCP Slides converts plain Markdown into live Reveal.js presentations through an open, client-agnostic protocol.
Read Case Study →
How we built Podstack — an AI-powered tool that fetches newsletters from your email and turns them into audio episodes, so you can stay updated on the go.
Read Case Study →How we managed to build an machine learning model to scrap millions of data point and process it. An intelligent, scalable web crawler that sniffs out product pages across e-commerce sites with speed and smarts.
Read Case Study →Industries & Use Cases
If you're building in these spaces, we've probably done something similar.
Healthcare
Medical AI, diagnostics, patient care
EdTech
Learning platforms, content generation
FoodTech
Nutrition analysis, recipe optimization
Internal Tools
Workflow automation, data processing
Ops Automation
Process optimization, analytics
Our Process
A proven approach to building AI solutions that actually work.
Discover
We understand your problem, users, and technical constraints
Scope
Define clear deliverables, timeline, and success metrics
Build
Rapid development with regular check-ins and demos
Iterate
Refine based on feedback and real-world testing
Deliver
Ship production-ready code with documentation
About Us
Too many AI prototypes die in notebooks. We help ship the real thing.
We're a hands-on team that partners with ambitious companies to turn ideas into intelligent, working systems—built for impact, not just prototypes.
Bismay Nayak
Co-founder & AI Engineer
Experienced AI engineer with scale-ups. Specializes in NLP and computer vision systems.
Saswat Sahoo
Co-founder & Full-stack Engineer
Solutions architect delivering backend systems, scalable data pipelines, and AI integrations.
Blog & Insights
Technical retros, LLM deep-dives, and tool showcases.
GitaVerse 🧘♂️ AI-Powered Social Media Pipeline
Automate AI powered content pipelines
2025-06-23
Vibe Coding with Control: A Workflow with Cline
Vibe coding turns ideas into code fast — but speed brings risks. In this post, we share our Cline-based workflow that keeps AI coding efficient, contr...
2025-06-19
From SEO to AIO: How Optimising for Chatbots Is Re-shaping Search in 2025
Traditional SEO playbooks are being replaced by AI Optimisation. Learn why traffic is shifting and how to adapt your content architecture for LLM-driv...
2025-06-14
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