Product Suite
16 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
Pure
Async
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
Self
Healing
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
Zero
Mutation
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.
<1s
Page Load
100%
Serverless
WebP
Pipeline
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.
<5ms
Ephemeris
12-Kuta
Scoring
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.
5+
Languages
100%
Offline OCR
Zero
Data Leaks
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.
JSON
Structured Diff
Auto
Normalization
CI/CD
Native
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.
<2ms
Execution
0%
Hallucination
Offline
WordNet
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.
Live
Telemetry
1-Click
Approvals
SOC-2
Audit Logs
Enterprise Platforms & Delivery
Continuous publishing, progressive rollout, and autonomous ops
Hardened headless content intelligence, sub-millisecond feature flags, distributed state machines, and autonomous multi-cloud DevOps.
Content & OCR Intelligence
VaakCMS
Enterprise Headless CMS & OCR Engine
Headless content management with Anvesh hybrid search, dynamic workflow state machines, Tesseract OCR with SLM token formatting, dynamic metadata schemas, and 85% resource governor backpressure.
0
Downtime
85%
Governor
<15ms
OCR SLM
Progressive Delivery
VaakFlags
Enterprise Feature Flagging & Dynamic Delivery
Sub-millisecond in-memory feature flag evaluation, multi-condition rule matching, prerequisite flag dependencies, deterministic MurmurHash percentage rollouts, and complete audit trail governance.
<0.1ms
Eval Latency
100%
Audit Trail
Zero
Dependencies
State Machine Engine
VaakWorkflow
Distributed State-Machine & Orchestration Engine
Deterministic state machine runtime with task execution, human-in-the-loop approvals, guard condition validation, onEnter/onExit actions, and plugin lifecycle hooks for critical business operations.
100%
Deterministic
Atomic
State DAG
SOC-2
Compliant
Autonomous Multi-Cloud
VaakOps
Autonomous Multi-Cloud DevOps & Pipeline Engine
Visual DAG pipeline designer with React Flow, multi-cloud deployers (AWS EKS, Lambda, S3; GCP GKE, Cloud Run), RemedAI AI synthesis with Ambiguity Gate, VaagaiGraph blast radius lineage, and Day-2 canary rollout.
Multi-Cloud
AWS & GCP
Canary
Safe Rollout
RemedAI
Synthesis
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