VaagaTech
The unified ecosystem for enterprise intelligence.
12 integrated products · 6-tier architecture · From high-speed vector search to autonomous AI remediation — built to ship.
Ecosystem
A self-reinforcing flywheel — not a collection of tools.
Every product in the VaagaTech ecosystem feeds data, intelligence, and quality signals into every other — creating a flywheel that accelerates with every transaction.
VaagaTech is a startup focused on digital transformation and AI. We design and build software that matches how organizations work. Alongside client work, we maintain open-source frameworks and domain platforms that serve developers and businesses alike.
- 12 products spanning search, data streaming, distributed graph, agents, and quality
- Zero-JVM streaming at 120k+ rows/sec with PyArrow C++
- Sub-10ms hybrid BM25 + HNSW vector search & graph queries
- Three domain verticals: E-Commerce, Matrimony, Legal
Products
Tools and platforms we build
Open frameworks for developers, domain platforms for businesses, and a quality mesh that keeps everything honest.
Search
Anvesh
Enterprise hybrid search combining BM25 keyword matching with HNSW vector similarity. Sub-10ms retrieval, SQ8 quantization reducing RAM by 75%, and non-AI visual feature extraction.
Data streaming
Veloctra
Zero-JVM columnar streaming ETL powered by PyArrow C++. MemoryGuard backpressure, Double Envelope AEAD encryption, and row-level Dead Letter Queue isolation.
Graph database
VaagaGraph
High-performance distributed graph database for 1GB EKS pods. Consistent hash sharding, tiered LRU caching, zero data loss quorum WAL, and dynamic match threshold engine.
Agentic AI
Tharior Remedai
Autonomous AI remediation mesh with 10-tier dynamic LLM routing, A2A multi-agent protocols, AST Knowledge Graph memory, and self-healing PR generation.
E-commerce
Vastra Platform
Curated ethnic apparel marketplace with visual search powered by Anvesh, automated WebP pipeline, Paytm gateway, and serverless AWS Lambda architecture.
Pillars
Four foundations of the ecosystem
01
Vertical Solutions
High-performance domain platforms: E-Commerce, Cultural Matchmaking, and Property Legal Title Clearance.
02
Agentic Orchestration
Self-healing code engines, deterministic SOP rule workflows, and lightweight microservice orchestrators.
03
Data Intelligence
Zero-JVM streaming ETL/ELT paired with hybrid search, vector databases, and visual feature extraction.
04
Quality Verification
Hallucination-free offline NLP and declarative snapshot reconciliation testing for continuous integrity.
Ready to explore the full ecosystem?
Dive into the architecture, discover products, or tell us about your challenge.