Leadership & Founders | PayTrace AI

FOUNDER & PRODUCT ARCHITECT

SYSTEMS ARCHITECTURE & AI REASONING

Navinder Hardesh Kaplish

KNOWN AS: NAV KAPLISH

Navinder Hardesh Kaplish is an experienced technology executive and systems builder with an extensive track record in architecting high-throughput distributed systems, enterprise data pipelines, and financial reasoning engines. At RadLabs Technologies, Nav oversees core product architecture, the multi-agent reasoning kernel, and the financial graph topology platform.

"Financial data is not flat text — it is an interconnected, multi-hop directed graph of trust, commitments, and settlements. When a payment disappears, probabilistic guessing is dangerous. Every conclusion must be mathematically verifiable against raw switch logs and immutable ledgers."

Core Architectural Focus

Multi-Agent Reasoning Kernel (Bayesian hypothesis generation)
Nodal Financial Graph Topology & Intermediary Node Mapping
Cryptographic KMS Envelope Isolation & Zero-Retention Sandboxing
Sub-second Ingestion Pipelines for High-Volume Switch Telemetry

Engineering Tenets

Deterministic Proof: Hypotheses must link to verified cryptographic hashes.
Zero Customer Training: Customer telemetry is ephemeral and sacred.
Explainable AI: Every finding must produce human-auditable reasoning steps.

CO-FOUNDER & OPERATIONS STRATEGY

OPERATIONAL RESILIENCE & GOVERNANCE

Preethi Hari

CO-FOUNDER & DIRECTOR

Preethi Hari brings strategic operational expertise, rigorous governance frameworks, and deep systems insight into corporate operations and enterprise compliance. At RadLabs Technologies, Preethi directs corporate operations, multi-entity financial workflows, evidence intelligence strategy, and enterprise customer governance.

"Operational resilience in enterprise finance is not achieved by hiring larger armies of manual reviewers. It is achieved by building deterministic workflows with dual-control governance where technology eliminates the drudgery and human leaders retain full authority."

Operational Leadership Focus

Enterprise Evidence Intelligence & Document Parsing Strategy
Four-Eyes Human-in-the-Loop Governance & Quorum Controls
Cross-Border Multi-Entity Corporate Structuring & Tax Parity
Enterprise Solution Deployment & Customer Success Engineering

Governance Tenets

Four-Eyes Verification: No fund movement without dual human sign-off.
Operational Auditability: Real-time visibility into every exception queue.
Compliance Adherence: Zero compromise on statutory financial guidelines.

03 / FOUNDING THESIS

The Founding Thesis Behind PayTrace AI

Why traditional ERP dashboards and BI tools fail when financial handshakes break across organizational boundaries.

THESIS 01 THE DATA VOID

Distributed Fragmentation

Modern commerce occurs across fragmented nodes — Core Banking Switches, Payment Gateways, Clearinghouses, and ERPs. When a transaction breaks, no single internal database holds the entire truth.

THESIS 02 AUTONOMOUS SPEED

Investigations Over Dashboards

Finance teams don't need another static chart telling them numbers are mismatched. They need an active intelligence layer that reads the raw logs, forms hypotheses, inspects evidence, and explains why.

THESIS 03 CERTAINTY

Deterministic Integrity

AI in finance must never hallucinate. By constraining AI to deterministic graph traversal and Merkle-verified evidence nodes, PayTrace delivers speed without sacrificing accuracy.

STATUTORY & CORPORATE GOVERNANCE

Corporate Entity & Legal Registration

PayTrace AI is the flagship financial intelligence product developed and operated by RadLabs Technologies Private Limited, a registered corporate entity under the laws of the Republic of India.

LEGAL CORPORATE NAME

RADLABS TECHNOLOGIES PRIVATE LIMITED

REGISTERED OFFICE ADDRESS

S-258, Basement, Greater Kailash-I, New Delhi - 110048, India

BRAND & DOMAIN

RADLABFORGE // radlabforge.com

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