
Kapil Jain
CTO, AI4iCPS, AI THUB @ IIT Kharagpur
Empowering businesses with AI-first architectures, scalable data strategies, and innovative product leadership. Bridging the gap between cutting-edge AI research and enterprise value creation.
AI & Data Leadership
Applied AI & LLM Systems
Hands-on design of LLM features (RAG, prompt/system design, guardrails) and ML models, from problem framing through deployment and monitoring.
AI Agents for Enterprises
Evaluating business domain and desinging AI agents, applications using AI Agents for creating new age AI based teams and applications
Compliance, Risk & Identity
AML/fraud models, digital identity and signing (W3C DID), CBDC and data integrity platforms in banking and government contexts.
Player–coach Leadership
Leading and mentoring small AI/DS teams while remaining hands-on with architecture, code reviews, and customer-facing solutioning.
Ventures & AI Projects
aCausal Labs Private Limited
Founder · Dec 2025 – Present
Building Freedom Wise: A game changing product for personal finance to help people in achieving financial freedom.
A serious company developing personal productivity and financial freedom companions combining AI agents and behavioral insights.
VerusAI.ai
Co-founder & Chief Architect · Nov 2024 – Present
AI-first platform focused on cryptocurrency compliance, identity, and risk analytics for regulated enterprises. Responsible for technical vision, AI architecture, and core product roadmap.
Architecting LLM-based agents for KYC/AML workflows, document intelligence, and ongoing monitoring — combining RAG with policy-aware guardrails and domain-specific evaluation pipelines. Supporting GTM, solutioning, proof-of-value designs, and executive briefings.
ZYND Protocol & Alan Scott Enterprises
Strategic Advisor & Protocol Co-designer · 2024 – 2025
Co-designed protocol and reference architecture for ZYND, an AI-driven on-chain/off-chain orchestration layer under the Alan Scott/Omnis umbrella, focusing on data integrity, identity, and agent coordination.
Strategic advisor to an AI startup hub incubating B2B AI products; defined reusable technical patterns (identity, data pipelines, evaluation harnesses) across portfolio companies. Conducted architecture reviews, risk assessments, and roadmap workshops with emphasis on responsible AI and enterprise readiness.
Independent Technology Consultant & Startup Advisor
Hybrid · Jan 2024 – Dec 2025
Advising and mentoring multiple early-stage AI/blockchain startups on product strategy, architecture, and GTM — often acting as an extended co-founder for design, hiring, and fundraising narratives.
Designed and implemented AI agents and LLM-backed features for AML/fraud detection, stock market analysis, and enterprise search, including RAG and evaluation/guardrail patterns.
About Me
With over 21 years of experience in technology leadership, I specialize in blockchain technology, enterprise architecture, and digital transformation. My career spans across global financial institutions, technology companies, and entrepreneurial ventures where I've demonstrated expertise in leading complex technical initiatives and building high-performance teams.
I am available as a technology consultant for your startup or organization, specializing in Blockchain, Digital Transformation, and AI Transformation for your business.
aCausal Labs
Private Limited
Building Freedom Wise: A game changing product for personal finance to achieve financial freedom.
Latest Articles
Recent Writings on technology and philosophy
The BluSmart Scam: Analysis of Founder Fraud
The recent collapse of BluSmart, an Indian electric vehicle (EV) ride-hailing startup once celebrated for its eco-friendly services, has exposed a sophisticated financial fraud orchestrated by its founders. Anmol Singh Jaggi and Puneet Singh Jaggi, who simultaneously managed Gensol Engineering Limited, allegedly misused ₹262 crore ($31 million) of government loans intended for EV procurement, diverting funds through opaque transactions and fabricated contracts.
Apr 18, 2025
What's Lurking Behind the Hallucinations in LLMs?
Exploring the fundamental mechanics of Large Language Models and why hallucinations are an inherent feature of their design, not just a bug.
Mar 12, 2024
A Curious Obituary to the Software Org Chart
Reflecting on how AI coding agents and modern development paradigms are dismantling traditional software engineering organizational structures.
Feb 15, 2024