# Kalvium Labs

> AI products for startups. Prototype first. See it working in 72 hours before you pay.
> Last updated: 2026-05-28

## What We Do

Kalvium Labs builds AI products for startups. We don't start with proposals — we start with a working prototype. In 72 hours, founders see their idea running. Then they decide.

## Who We Are

- Founded in Bangalore, India (2021)
- 200+ AI engineers from India's first AI-native engineering program
- Every project supervised by Anil Gulecha, CTO (ex-HackerRank, ex-Google)
- Co-founders: Rajesh Kumar (CEO), Venkataraghulan V, Anil Gulecha (CTO)

## Who We Serve

- US startup founders (Seed to Series B, $3K–$30K budgets)
- Gulf startup founders (UAE, Saudi Arabia)
- Indian funded startups (Seed to Series A)
- Companies that need AI products or AI features but can't justify full-time AI engineer salaries for unvalidated ideas

## What We Build

- AI agents (tool-calling, planning, multi-step workflows)
- RAG systems (retrieval-augmented generation for knowledge bases, compliance, search)
- AI chatbots and conversational interfaces
- Computer vision and video analysis pipelines
- Speech-to-action systems
- Custom LLM integrations and fine-tuning
- Full-stack AI products (frontend + backend + AI)

## Pricing

- Staffing Pods: $1,999–$2,999/month (frontend, fullstack, mobile/AI)
- Fixed-Bid Projects: $5K–$50K+ depending on scope
- Pre-built Solutions: Video Auditing Agent, AI Education Content Creator, SARA Speech Agent, Advanced RAG, Call Analyzer, Form Automation

## Key Differentiators

1. Prototype First: Working demo in 72 hours, before any commitment
2. Scale: 200+ AI engineers = 6,000 engineering hours/week capacity
3. Supervision: Every project reviewed by ex-Google CTO
4. Repeat clients: US startup came back for a second project
5. Dubai AI Week 2025: Selected as Top 5 AI Startups

## Case Studies

- Sales Call Compliance AI: 40% compliance improvement, 95% QA cost reduction, 2-week deploy
- AI Education Content Creator: 95% reduction in course development time (1 day vs 3-4 weeks)
- SQL Data Analyst: Conversational AI for querying databases in plain English
- Meeting Intelligence Tool: AI-powered video analysis with structured reports
- Trading Analytics Platform: Real-time AI for financial analysis

## Technical Capabilities

- LLMs: GPT-4o, Claude, Gemini, open-source (Llama, Mistral)
- Embeddings: text-embedding-3-small, BGE-M3, Cohere embed-v3
- Vector DBs: pgvector, Pinecone, Qdrant, Weaviate
- Frameworks: LangChain, Claude Agent SDK, CrewAI
- Infrastructure: Cloudflare Workers, AWS, GCP Cloud Run
- Frontend: Next.js, Astro, React, React Native

## Blog (116 technical articles)

- [FDE vs Staff Augmentation: What GCCs Get Wrong](https://www.kalviumlabs.ai/blog/forward-deployed-engineer-vs-staff-augmentation-gcc/): Staff augmentation adds headcount. FDE embeds AI capability. For GCCs with AI transformation mandates, the distinction determines sprint outcomes.
- [What Is a Forward Deployed Engineer? The 2026 Guide](https://www.kalviumlabs.ai/blog/what-is-a-forward-deployed-engineer-2026-guide/): What a forward deployed engineer (FDE) actually is, what they cost in India (INR 45K/month onwards), and when FDE deployment beats a direct hire.
- [What Gulf Founders Spend on AI Development in 2026](https://www.kalviumlabs.ai/blog/gulf-founders-ai-development-spend-2026/): UAE and Saudi budget data for AI builds. What Gulf founders pay, which use cases justify the spend, and when Indian agencies beat local options.
- [What a B2B SaaS AI Chatbot Costs in Production](https://www.kalviumlabs.ai/blog/ai-chatbot-cost-b2b-saas-production/): AI chatbot development for B2B SaaS: what it costs in production. Token math, build-vs-buy with Intercom Fin, and how to reach $0.02/conversation.
- [AI for B2B SaaS: 5 Features That Drive Retention](https://www.kalviumlabs.ai/blog/ai-for-b2b-saas-features-drive-retention/): Five AI features that move B2B SaaS retention metrics before Series A, with real build costs, timelines, and the sequencing that matters.
- [LangGraph for Founders: When the Framework Pays Back](https://www.kalviumlabs.ai/blog/langgraph-for-founders-agent-framework-pays-back/): We built 12 agentic projects last year. LangGraph on four, plain code on eight. Here's the 4-condition test that tells you which your project needs.
- [What Running an EdTech Company Taught Me About AI](https://www.kalviumlabs.ai/blog/what-running-edtech-company-taught-me-about-ai/): Venkat ran FACE Prep. What EdTech operator experience reveals about building AI for EdTech founders, and what most vendors miss.
- [AI Integration Services: Avoiding Vendor Lock-In](https://www.kalviumlabs.ai/blog/ai-integration-services-founder-guide-vendor-lock-in/): We've built production voice AI and LLM systems for 20+ startups. Vendor lock-in hits at API layer, data format, and training pipeline — not just pricing. Here's how we architect for portability from day one, plus the specific contracts to watch.
- [AI Agency in Dubai: What Gulf Founders Actually Buy](https://www.kalviumlabs.ai/blog/ai-agency-dubai-field-report-dubai-ai-week-2025/): Field report from Dubai AI Week 2025: what Gulf founders are building, what they want from AI agencies, and how to choose the right one.
- [The 72-Hour AI Prototype: Validate Before You Pay](https://www.kalviumlabs.ai/blog/72-hour-ai-prototype-before-you-pay/): We build a working AI prototype in 72 hours before you commit. Here's our process, what you'll see at the end, and how it de-risks your decision.

See all 116 articles: https://www.kalviumlabs.ai/llms-full.txt

## Contact

- Website: https://www.kalviumlabs.ai
- Book a call: https://calendar.app.google/Nzw5hcFznoxmFEra6
- Blog: https://www.kalviumlabs.ai/blog/
- Case studies: https://www.kalviumlabs.ai/case-studies/

## Detailed Content

For the full index of all blog posts and case studies, see:
- https://www.kalviumlabs.ai/llms-full.txt