# Company — MESHHETU Source: https://meshhetu.com/company Last updated: 2026-10-16 Company # Build better decisions with MESHHETU. MESHHETU is a systems engineering company combining commercial strategy, product thinking, data intelligence and AI engineering. हेतु means reason or purpose: every intervention should have an owner, a rationale and a measurable outcome. Roles on every work item Named, not generic A Product Architect Anjor K AI Engineer Karan Your PM Your team Your design and engineering Your team Frames the problem, runs the audit and owns the work item. MESHHETU The systems engineering company. हेतु हेतु (hetu) · Hindi for reason, cause and purpose. The reason behind MESHHETU ## Built with a purpose.Engineered with a reason. We started MESHHETU because commercial teams often have capable tools, talented people and more data than ever—but the decisions between those systems still break down. We wanted to bring commercial strategy, product thinking and systems engineering into one place: identify the missing connection, understand why it matters, design a practical response, and stay accountable for the outcome. The name is our reminder: every system should have a reason to exist, every recommendation should have evidence, and every improvement should have a clear owner. What we sell, and when ## Work with a team that connects strategy and engineering. Strategic consulting and modular intelligence are available today. Our long-term product vision is ROQIVA, an integrated orchestration layer in development. Founders You Team A Available today ### Strategic Consulting Get expert help with your commercial and revenue systems Consulting-led diagnosis, research, strategy, specifications and delivery governance as scoped. Your team owns implementation and release. The brand gets Audit, research briefs, strategy, PRDs, delivery governance Ready Now [See Track A](https://meshhetu.com/services#track-a) Monitor Analyst Brain Inbox Alerts B Available today ### Modular Systems Intelligence Add focused intelligence without rebuilding your stack Scoped business context, diagnostics and monitoring/review, using approved inputs and minimal integration. Your team decides and ships. The brand gets Scoped Brain, Analyst and Monitor capabilities Ready Now · scoped to your needs [See Track B](https://meshhetu.com/services#track-b) MESHHETU Brain Analyst Monitor Work items and gates Drafting agents C In development ### Integrated product ROQIVA Explore a complete orchestration layer for your existing stack ROQIVA is being developed to work within your existing architecture alongside CRM, analytics, payments and operations systems. The brand gets The full system end to end Ready In development · not production-ready [Meet ROQIVA](https://meshhetu.com/roqiva) The founders ## Put a Product Architect and an AI Engineer on your revenue system. The two of us run every engagement. No hand-offs to a junior team. ### Anjor Tank Product Architect · Mumbai Designs the system that turns a stuck number into a shipped fix. - Knows the D2C stack from the inside. Has worked across a Series C healthtech e-commerce company and now a global protein and supplements brand. - Designs and orchestrates the whole system. Has built automated, agentic systems end to end: the signal, the rules, and the tools and agents that act on it. MBA in Marketing, Ops and SCM. BTech in Electronics and Telecommunications. Both at NMIMS. Owns · Detect, Audit and Decide ### Karan Tank AI Engineer · Seattle Puts the intelligence in the orchestrator, and proves it works. - Production ML, not slideware. Staff data scientist at a US AI company, in production machine learning since 2021. - Has built agentic systems. Focus on LLMs and agentic AI, with model evaluation, cost and latency held to a production standard. MS Electrical and Computer Engineering, Carnegie Mellon University. Bachelor’s in Electronics Engineering, University of Mumbai. Owns · Build, Orchestrate and Measure Who does the work ## Know who drafts, who approves and who ships. Who drafts, who approves and who ships Role Who What they do Product Architect Anjor Frames the problem, runs the audit and owns the work item. AI Engineer Karan Builds and evaluates the detector and agent layer. Your PM Client Validates findings and signs the gates. Your design and engineering Client Review the pack, then build and deploy. Past employers are experience, not clients. No customer is claimed on this site. How an engagement runs ## Take a problem from discovery to a next action. 01 ### Working session Walk us through the journey and the symptom. We say whether an audit makes sense. Free 02 ### Audit We build the Brain from exports you approve. Findings come back ranked, with evidence. Gate 1 03 ### Decide and specify Pick the fix. Agents draft the options and the pack, and your people decide. Gates 2 and 3 04 ### Your engineers ship Your engineers build and deploy. We write nothing to production. Gate 4 05 ### Measure The result is checked against the baseline and written back to the Brain. Outcome review Access and controls ## Keep the data scope small and the evidence visible. - payments_export.csv - crm_rules.json - orders_events.csv ### Approved exports We start from the exports and configuration you approve. - Read exports On - Write to live systems Never - Deploy Your engineers ### Read-only access We never change a brand’s systems. - Systems - Journeys - Data - Logic - People - Finance ### Bounded visibility An agent sees only what its task needs. - Confirmed Code reproduced the counts - Supported The evidence is consistent, but the counts are not yet reproduced - Hypothesis Not yet confirmed ### Evidence labels Every finding is Confirmed, Supported or Hypothesis. Drafts Workspace Production ### No production writes Agents write drafts. Your engineers deploy. Principles ## Hold to five rules. 01 ### Draft, never deploy Nothing we build writes to a live system. 02 ### Show the evidence No finding without its source and label. 03 ### Name the approver Every gate has a person, not a team. 04 ### Report the unseen What we could not see is never called healthy. 05 ### Say the limits If a fix will not pay back, we say so. ## Bring one problem and one practical next step. A working session is free and needs no access. [Book a working session](https://meshhetu.com/contact#book) [Send a brief](https://meshhetu.com/contact#brief)