Harish Mahanta
Founder & Technology Architect, QubixLabs
I build intelligent systems that help enterprise teams read, reason over and act on the documents and workflows that run their back office - combining agentic AI, enterprise intelligence and modern architecture into one practical runtime: MetaFlowKit.
THE VISION
Make intelligent automation practical - not just possible.
Most enterprises already know AI can read a document or flag an exception. The harder problem is making that intelligence trustworthy enough to run in production, inside the systems teams already use - Oracle, PeopleSoft, SAP, Dynamics - without a multi-year rebuild. QubixLabs exists to close that gap: connecting AI reasoning directly to enterprise workflows, with the governance and audit trail that real finance and procurement teams require.
FOCUS AREAS
Where I spend my time.
AI & Intelligent Automation
Designing document intelligence and reasoning pipelines that read, validate and act - without silently letting a low-confidence result through.
Enterprise Intelligence
Turning invoice, PO and ERP transaction data into structured, decision-ready intelligence - Fraud Shield, Cash Shield, Margin Shield and beyond.
Agentic Systems
Building agentic workflows that reason over policy and historical context, then act - with governance, thresholds and human review built in.
Integration & Digital Transformation
Native connectors into the enterprise systems teams already run, so AI meets people inside their existing workflows instead of asking them to adopt something new.
Product Innovation
Shipping new MetaFlowKit modules - one shared AI, RAG and business-rules core, specialized per use case, not bolted together.
Automation Strategy
Helping teams sequence what to automate first - grounded in their real documents and ERP schema, not a generic roadmap.
Technology should not just automate a task. It should understand the document, reason against real policy, and give a team a decision they can trust - and show their work.
- Harish Mahanta, Founder, QubixLabs
See the vision in production.
MetaFlowKit is the runtime behind everything above - live, in enterprise workspaces today.
