Product Suite
12 products. One vision.
Each product is purpose-built for its domain while natively exposing interoperable contracts that strengthen the entire ecosystem.
Data & Graph
The intelligence & graph layer
High-throughput streaming, precision vector retrieval, and distributed sharded graph engine powering the ecosystem.
Search
Anvesh
Enterprise Hybrid Search & Vector Database
Sub-10ms search combining BM25 keyword matching with HNSW vector similarity. Features non-AI visual color/motif extraction for textile search and SQ8 quantization reducing RAM by 75%.
<10ms
Latency
98%+
Recall
75%
RAM saved
Data streaming
Veloctra
High-Speed Vectorized Streaming ETL
Zero-JVM columnar engine powered by PyArrow C++. MemoryGuard with 75% ceiling backpressure, Double Envelope AEAD encryption, and row-level Dead Letter Queue isolation.
120k+
Rows/sec
0
Data loss
AEAD
Encrypted
Graph Database
VaagaGraph (VGraph)
Distributed Sharded Graph Database for 1GB Pods
Pure TypeScript graph engine engineered for TB-scale graphs inside 1GB EKS pods. Consistent hash sharding, tiered LRU caching, zero-loss quorum WAL, and a native dynamic match threshold query engine (25%, 50%, 75%+).
<10ms
Latency
1GB
EKS Pods
50%+
Match Engine
Agents & Rules
Orchestration and autonomy
Reactive workflows, deterministic rule engines, and autonomous AI remediation.
Orchestration
VaakLoom
Reactive API & Workflow Orchestrator
Pure async/await execution with Fluent TypeScript DSL, nested parallel branches, and built-in SQLite telemetry for every workflow step.
<10ms
Overhead
DAG
Engine
Agentic AI
Tharior Remedai
Autonomous Multi-Agent Mesh
Enterprise-grade agentic mesh with 10-tier dynamic LLM routing, A2A multi-agent protocols, AST Knowledge Graph memory, and autonomous self-healing PR generation.
10
LLM tiers
A2A
Protocol
Rule engine
AxiomFlow
Deterministic SOP Rule Engine
Converts standard operating procedures into deterministic rule graphs. 11-state FSM execution engine with strict mutation guards and LangChain-powered copilot.
11
FSM states
100%
Deterministic
Domain platforms
Real-world vertical applications
Three domain platforms demonstrating the power of the unified ecosystem in production.
E-commerce
Vastra Platform
Ethnic Apparel Marketplace
Curated saree marketplace with visual search, automated WebP image pipeline, Paytm payment gateway, and serverless AWS Lambda architecture.
Matrimony
Vaagai Platform
Cultural Matchmaking & Vedic Computing
Swiss Ephemeris WASM horoscope computation, 12-kuta porutham compatibility, reciprocal vector matching, and GeoNames catalog for 150k+ cities.
Legal tech
BhumiClear
Property Title Legal Intelligence
AI-assisted legal screening of Indian property titles with multilingual OCR, timeline disconnect detection, and advocate briefing exports.
NLP & Quality
Keeping language clean and data honest
Zero-hallucination offline NLP and declarative snapshot testing for continuous integrity.
Testing
Snapline
Snapshot & Reconciliation Testing
Declarative data comparison replacing fragile assertions. API↔DB, DB↔DB, API↔Fixture reconciliation with built-in normalization and structured JSON diffs.
Language polish
Vaakly (VAWK-lee)
Zero-Hallucination Deterministic NLP
Offline grammar/spelling polisher using WordNet vocabulary. Zero hallucination, zero cloud dependency. Available across TypeScript and Python SDKs.
Test Portal
Snapline Hub
Centralized Test Run Dashboard & Baseline Approval
Cloud dashboard and analytics portal for continuous visual & snapshot testing. Real-time test telemetry, baseline regression approvals, and CI/CD status reporting.
Need a product tailored to your domain?
Tell us about your integration challenge or business need.