Sabhahith Works builds AI-powered tools for engineering teams. Our flagship product, SkeletIQ, generates production-grade system architectures from natural language — complete with critique scoring, cost estimation, and compliance validation.
Design production-grade system architectures from natural language.
SkeletIQ is a multi-stage AI pipeline that generates, critiques, and refines complete system architectures. Powered by a RAG corpus of real-world engineering patterns and an automated critique engine that scores every design across security, performance, and resilience.
SkeletIQ
Click "Generate" to see the AI pipeline in action
5-stage pipeline generates complete architectures from prompts, grounded in patterns from Netflix, Uber, and Stripe via RAG.
Automated scoring (0–100) across security, performance, resilience. Auto-retry ensures quality thresholds are met.
Simulate real-world load at any RPS. Identify bottlenecks and run what-if scenarios to compare design alternatives.
Instant monthly cost breakdowns for AWS, GCP, and Azure before you build.
Scan against SOC2, HIPAA, PCI-DSS, GDPR, and SOX frameworks with pass/fail per requirement.
Real-time presence, canvas comments, peer reviews, ADRs, activity feeds, and team knowledge bases.
Free tier available · Pro from $10/mo
React Flow · FastAPI · PostgreSQL · Multi-LLM (GPT-4o, Claude, Ollama)
Highlights from the founder's engineering career — the experience behind our products.
Database requests were overwhelming the system during peak traffic. Designed a Redis-based request queue to buffer incoming requests and smooth traffic spikes, reducing database load by 90%.
Impact
90% reduction in database load
Engineering teams lacked clear visibility into system performance. Led the evaluation of Grafana Enterprise and built real-time data pipelines to deliver centralized monitoring and reporting.
Impact
Full engineering observability
Multiple internal services required separate authentication systems. Integrated SAML, OAuth2, and LDAP across microservices to deliver a unified login experience for internal applications.
Impact
Single sign-on across all internal tools
Built a SaaS B2B booking platform with real-time slot availability and payment integrations. The redesigned system improved performance and reduced bounce rates by 30%.
Impact
50% revenue increase in the first month
Sabhahith Works was founded by Nagaraja Sabhahith after 11+ years of building products across startups and enterprise platforms.
From crafting responsive UIs at Globussoft, to leading full-stack engineering and SaaS product development at Gomalon — where he increased sales revenue by 50% in a single month — to architecting scalable platforms and distributed systems at VMware and Broadcom, Nagaraja brings a rare blend of startup agility and enterprise engineering discipline.
Now building SkeletIQ — an AI-powered system design copilot that generates production-grade architectures from natural language.
Building the next generation of engineering tools
11+ Years
Founder Experience
AI Dev Tools
Focus
SkeletIQ
Flagship Product
Bangalore, India
Headquarters
Backed by 11+ years across startups and enterprise platforms. Available for select consulting engagements alongside building SkeletIQ.
Deep-dive reviews of your architecture with actionable recommendations. From microservices decomposition to data flow design.
Integrate GenAI workflows, LLM pipelines, and AI-powered features into your existing platform with production-grade reliability.
End-to-end audits of your cloud-native stack — Kubernetes, CI/CD pipelines, observability, and infrastructure-as-code.
Identify bottlenecks, optimize database queries, reduce latency, and prepare your systems for 10x traffic growth.
30-minute intro call · No commitment
Have a question about SkeletIQ? Need architecture advisory or a platform engineering review? Let's talk.