Document decisions your team can trust, and prove.
Viveka ingests complex documents across insurance, lending, trade finance, and healthcare, applies your domain guidelines as deterministic Python code, and delivers verified decisions with complete source citations.
Domain Packs
One platform, tailored domain packs
Viveka decouples platform engines from domain rules. Domain packs arrive as signed, versioned artifacts with pre-packaged vocabularies, extraction schemas, and rule libraries.
Life & Health Insurance
Automates proposal intake, HLV calculations, GAP gate checks, medical report extraction, claims tariff audits, and reinsurance bordereau export.
Retail & Commercial Lending
Evaluates obligor financial health, FOIR/DTI ratios, bank statement cash flows, credit bureau reports, and automated disbursement eligibility.
Trade Finance & Banking
Audits Letters of Credit, invoices, bills of lading, and shipping documents for UCP600 compliance and presentation discrepancies.
Healthcare & TPA Audits
Validates hospital discharge summaries, itemised bills, MOA network package tariffs, non-payable deductions, and ICD/CPT coding accuracy.
Legal & Background Audit
Extracts contract terms, verifies corporate credentials, tokenises identity documents, and enforces regulatory background verification standards.
Procurement & Invoicing
Executes automated 3-way matching across Purchase Orders, Goods Receipt Notes, and Invoices before triggering point-of-no-return payment releases.
Platform Architecture
Four-layer modular design model
Platform core and horizontal engines remain clean and unpolluted. Domain specifics live in composable signed packs and custom modules.
Platform Core
Auth, user RBAC, PII fail-closed protection, cryptographic audit journal, provenance replay, Temporal orchestration, and Ed25519 license verification.
Horizontal Engines
Intake parser, OCR, classification, structured field extraction, deterministic rule engine, RAG retrieval, LLM decisioning, citation, and review queue.
Signed Domain Packs
Versioned, signed bundles containing domain vocabulary, workflows, document taxonomies, rule libraries, prompt corpora, UI templates, and Decide Layer 0 primers.
Custom Modules
Specialized business add-ons: Reinsurance Bordereau (Insurance), Sanctions & PEP Screening (Lending), ICD/CPT Coding (Health), UCP600 Discrepancies (Trade).
Workflow Architecture
From raw document intake to a signed decision
A four-stage pipeline engineered for speed, mathematical rigor, and complete audit compliance across every domain.
Ingest - Multi-format intake for single cases or bulk batches
PDF, scanned image, DOCX, XLSX or structured form. Intake via web workspace, REST API, or automated folder sync.
// Intake API request payload (Domain Pack Driven)
POST /api/v1/cases/intake
{
"domain": "lending_retail",
"workflow": "origination",
"channel": "API_PARTNER_GATEWAY",
"files": ["income_tax_return.pdf", "bank_statement.xlsx"]
}Regulatory Standards
Architected for regulated back offices
Data localization, PII masking, cryptographic audit journals, and air-gapped on-premise execution are core platform primitives.
AWS Bedrock ap-south-1
Every model execution is strictly pinned to AWS ap-south-1 in Mumbai. Code-level guards enforce region boundaries so data never leaves your jurisdiction.
PII Fail-Closed Tokenisation
Names, IDs, phone numbers, and addresses are masked before sending to LLMs. If masking encounters an ambiguity, the pipeline halts fail-closed.
Cryptographic Audit Journal
Every extracted field, Python rule evaluation, and human reviewer action is cryptographically hash-chained for permanent auditability and replay.
On-Premise & Air-Gapped
Deployable directly in customer-owned VPCs or on-premise infrastructure. Ed25519 signed licenses enable complete offline-tolerant execution.
Modular Infrastructure
Zero vendor lock-in with self-hosted escape hatches
Every cloud component in the pipeline has a clean, zero-code-change interface adapter for open-source or on-premise infrastructure.
LLM Engine
Swappable via simple environment configuration variables without altering pipeline decision logic or database schemas.
Bring your domain guidelines. We will run them exactly as written.
Experience deterministic decision execution, automated citations, and instant verification in your workspace today.