---
title: "Laxman Rawal - Founder in Bengaluru | Tal"
description: "Meet Laxman Rawal, Founder’s Office | Operations & 0-to-1 Generalist | Ex-Founder | AI Systems, Process Optimization & Scale | Ex-Amazon based in Bengaluru. AI stack includes antigravity, claude, and elevenlabs."
image: "https://tal.club/meet/laxman-rawal/share-image"
---

# Laxman Rawal on Tal

## Headline

Founder’s Office \| Operations & 0\-to\-1 Generalist \| Ex\-Founder \| AI Systems, Process Optimization & Scale \| Ex\-Amazon

## About

AI\-native operator and builder with a background spanning 0\-to\-1 systems execution, operational scaling, and enterprise risk\. As a former founder and Amazon Acting Manager, I bridge technical workflow engineering with day\-to\-day operational execution: Designing multi\-agent systems, voice AI pipelines, and automated business infrastructure instrumented directly against P&L impact\. Key Career Milestones & Impact: \- Voice AI & Conversion: Architected 24/7 AI voice response systems that slashed speed\-to\-lead to <10 seconds, driving a 3\.5x boost in visit conversions\. \- Cash Flow & ERP Automation: Compressed payment collection windows from 18 to 4 days \(77% reduction\) via automated site reporting and payment tracking\. \- Generative Media Pipelines: Engineered AI content generation engines that cut media turnaround from 3 days to <15 minutes, saving $2,000\+ per property\. \- Support Efficiency: Eliminated 90% of routine client inquiry calls through automated project tracking and distribution systems\. \- Scale & Team Leadership: Led a 7\-person team as Acting Manager at Amazon, achieving 165% target productivity with a 99% quality accuracy benchmark\. Core Toolkit & Competencies: \- AI & Automation: n8n, Retell AI, LLM Orchestration \(ChatGPT, Claude, Gemini\), Apify, Google Veo, Make, API Integrations \- Operations & Project Management: Process Engineering, SOP Development, Bottleneck Elimination, Root Cause Analysis, Asana, Jira, Monday\.com, Miro \- Revenue Ops & Lead Systems: Speed\-to\-Lead Architecture, Lead Attribution, Conversational AI Agents, Inbound Qualification Funnels, CRM/Pipeline Automation \- Data & Risk Analysis: Fraud Investigation, Defect Reduction, Executive Dashboards, Attribution Modeling, Operational Leakage Auditing \- Leadership & Stakeholder Management: Cross\-Functional Alignment, Team Mentorship, Acting Team Management, Client Success

## Location

Bengaluru

## AI stack

antigravity

claude

elevenlabs

gemini

lovable

ChatGPT

## Work experience

Founder at Scalify With AI, Jun 2025 \- Jul 2026 · 1 yr 2 mos, Bengaluru, Karnataka, India, \- Engineered automated site reporting and payment tracking systems for construction and engineering firms using n8n and workflow tools, compressing payment collection cycles by 77% \(18 days to 4 days\) and eliminating 30% of unbilled revenue leakage\. \- Designed and deployed AI\-driven media generation pipelines \(Google Veo, GenAI models\) for hospitality and real estate clients, cutting asset creation turnaround from 3 days to under 15 minutes and saving $2,000\+ per property\. \- Architected automated 5\-point AI inbound lead qualification frameworks, eliminating non\-qualified inquiries and tripling sales team productivity by focusing reps entirely on high\-intent closing calls\. \- Built and deployed 24/7 AI conversational and voice agents \(Retell AI\) cutting speed\-to\-lead response times from hours to under 10 seconds, achieving a 3\.5x higher lead\-to\-visit conversion rate with zero after\-hours drop\-off\. \- Implemented commercial property resource and energy monitoring automations, driving a 20% annual reduction in electricity overhead and slashing guest onboarding times by 80%\. \- Built centralized attribution dashboards consolidating data across 5\+ fragmented lead acquisition channels to deliver 100% visibility into marketing ROI\. \- Automated client communication and project milestones, reducing repetitive inbound support and inquiry calls by 90% \(from \~20 to <2 calls per week\)\.

Investigations Specialist at Amazon, Sep 2021 \- Oct 2024 · 3 yrs 2 mos, Bengaluru, Karnataka, India, • Managed complex fraud and abuse risk investigations for high\-exposure marketplace accounts, ensuring platform integrity\. • Identified systemic risk patterns and implemented escalation controls, reducing team defect rates by 15%\. • Acted as Manager for a 7\-person team, achieving 165% of target capacity with a 99% quality accuracy benchmark\. • Mentored over 30 risk investigators on investigation frameworks and quality protocols\.

## Education

Bachelor of Commerce, Accounting, St Joseph's College of Commerce \(Autonomous\)

Seventh Day Adventist Higher Secondary School

[View the original profile](https://tal.club/meet/laxman-rawal)

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