REST / JSON
Standard request/response for synchronous API calls. Used for workflow delegation between VaakLoom, AxiomFlow, and consumer apps.
- VaakLoom → Vastra checkout flows
- AxiomFlow → SOP rule evaluation
- BhumiClear → Anvesh RAG queries
Architecture
6-tier decoupled architecture
A modular blueprint separating consumer apps, orchestration fabric, data intelligence, linguistic services, quality mesh, and identity federation.
Diagram
Ecosystem data flow
Data, signals, and quality feedback flow between tiers through well-defined contracts.
Scroll horizontally to inspect full architecture topology
Layers
Tier-by-tier breakdown
Each tier communicates through well-defined protocols, creating clean separation of concerns.
TIER 1
Consumer & Domain Apps
🛍️ Vastra💍 Vaagai📜 BhumiClear
High-performance domain platforms solving real-world challenges across E-Commerce, Cultural Matchmaking, and Property Legal Title Clearance.
REST / Webhooks / CDC Streams
TIER 2
Agentic & Rule Orchestration Fabric
🕸️ VaakLoom⚙️ AxiomFlow🤖 Tharior
Reactive DAG engine, deterministic SOP rule graphs, and multi-agent autonomous remediation mesh with 10-tier LLM routing.
Bulk Streams / Vector & Graph Queries
TIER 3
Data Intelligence, Graph & Vector Search Mesh
⚡ Veloctra🔍 Anvesh🕸️ VaagaGraph
Zero-JVM streaming at 120k+ rows/sec with PyArrow C++, hybrid BM25+HNSW vector search, and distributed sharded graph database for 1GB EKS pods with dynamic match threshold querying.
Sanitized Text / Normalized Output
TIER 4
Deterministic Linguistic & NLP
✍️ Vaakly
Zero-hallucination offline grammar repair and vocabulary normalization using WordNet. Sub-2ms execution, zero cloud dependency.
Snapshot Diffs / Test Telemetry
TIER 5
Continuous Reconciliation & Testing Mesh
🛡️ Snapline📊 Snapline Hub
Declarative API↔DB↔Fixture comparison with data normalizers, structured JSON diffs, and live reporting dashboard.
OIDC / OAuth2 / M2M JWT
TIER 6
Identity Federation, Control Plane & Portals
🌐 VaagaTech Portal🔐 Cognito & M2M JWT📡 Multi-Cluster Hubs
Federated identity with OIDC/PKCE user auth and OAuth2 Client Credentials M2M mesh. Central marketing gateway and hub control planes.
Communication
Inter-service communication matrix
Each connection uses a purpose-chosen protocol matching the data's shape and latency requirements.
CDC Streams & Embeddings
Change data capture and vector embedding pipelines for asynchronous, high-throughput data movement between tiers.
- Veloctra CDC → Anvesh index refresh
- Anvesh embeddings → Vaagai matching
- Veloctra bulk → Snapline test fixtures
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