--- title: "Ashesh Ayush Mishra - Product Manager (0-to-1 MVP, Advisory Engagement) in Bengaluru | Tal" description: "Meet Ashesh Ayush Mishra, Senior Product Manager | Platform Governance & AI Systems | RAG, Multi-Agent, LLM Guardrails | B2B SaaS based in Bengaluru. AI stack includes aistudio, antigravity, and claude code. Explore public work links including github." image: "https://tal.club/meet/ashesh-ayush-mishra/share-image" --- # Ashesh Ayush Mishra on Tal ## Headline Senior Product Manager \| Platform Governance & AI Systems \| RAG, Multi\-Agent, LLM Guardrails \| B2B SaaS ## About Senior PM with 10 years across engineering and product, including 6\+ years building the governance and operational infrastructure that B2B SaaS platforms scale on\. At Builder\.ai, I owned the Expert Journey platform across its full lifecycle: expert allocation, vendor onboarding, financial controls, and delivery governance\. That work delivered $6M in annual vendor cost reduction, 47% fewer allocation errors, and re\-engineered a $36M invoice reconciliation workflow across 3 global entities\. I managed 1 direct report and mentored 3\-4 PMs, and defined OKRs with the VP of Product with 90%\+ quarterly attainment\. Most recently, I led 0\-to\-1 MVP delivery for a conversational AI platform at Eshal\.ai, shipping RAG\-based knowledge infrastructure and a configurable AI guardrails layer across 4 industry presets \(GDPR, HIPAA, MENA, FSI\) that contributed to ISO 27001 certification and UAE PDPL and GDPR compliance\. Earlier at Walmart, I launched a reconciliation MVP processing 15M\+ invoices across the US, Japan, and India\. My engineering background at Infosys gives me the technical foundation to work credibly with engineering teams on complex platform and AI infrastructure problems\. I target Senior PM and AI PM roles where platform governance, operational scale, and AI systems are central\. ## Location Bengaluru ## AI stack aistudio antigravity claude code claude codex openai ## Work experience Product Manager \(0\-to\-1 MVP, Advisory Engagement\) at ESHAL, Nov 2025 \- Jan 2026 · 3 mos, Remote, Product advisory engagement to define MVP structure and technical foundation for a multilingual conversational AI platform automating customer support and transactional workflows\. • Designed and shipped a configurable AI guardrails layer across 4 industry presets \(GDPR, HIPAA, MENA, FSI\), contributing to Eshal\.ai's ISO 27001 certification, UAE PDPL and GDPR compliance • Defined and shipped automated knowledge ingestion across 8 data sources into a RAG\-based vector store, establishing the retrieval foundation for the conversational AI platform\. • Designed and prototyped a modular multi\-agent orchestration layer across 3 workflow templates, establishing a reusable foundation for future use case expansion • Prototyped reusable UI artifacts in Google AI Studio, iterating directly with founders to drive alignment and accelerate engineering handoff Health and well\-being at Career Break, Jun 2025 \- Aug 2025 · 3 mos, Bengaluru, Karnataka, India Senior Product Manager at Builder\.ai, Aug 2021 \- May 2025 · 3 y 9 mo, Gurugram \(Remote\), Led Expert Journey platform \(promoted in 2022\), managing 1 direct report and mentoring 3\-4 PMs\. Owned lifecycle, allocation and financial governance across a global delivery ecosystem at scale\. • Defined and aligned OKRs with VP of Product for the Expert Journey platform, driving shared product and engineering priorities across allocation, governance, and vendor operations with 90%\+ quarterly attainment • Created structured pre\-kickoff workflows informed by Mixpanel funnel analysis, SQL and customer conversation reviews, aligning Product, Delivery, Sales, and Engineering teams to reduce scoping time by 30% and early user drop\-offs by 25% • Designed compliance\-aware payout controls for delivery deviations, reducing vendor payouts by $6M annually while institutionalizing financial governance at scale • Re\-engineered vendor partner invoice reconciliation across 3 entities, automating invoice submission, verification, payment sync, and NetSuite push to eliminate manual handoffs and handle \~$36M annually in compliant global payouts • Architected a rule\-based decision engine for expert allocation and qualification, balancing skill\-rate data with fraud safeguards to improve utilization by \~30% and reduce misallocations by 47% • Scaled the platform ecosystem by re\-engineering onboarding workflows, reducing time\-to\-activation to under 72 hours for a network of 1,000\+ experts and 100\+ vendors Product Manager at Walmart, Jan 2020 \- Jul 2021 · 1 yr 7 mos, Bentonville, AR, Worked on modernizing global finance and ESG reporting platforms by replacing legacy systems and improving reconciliation, auditability, and visibility across large\-scale operations\. • Launched a global reconciliation MVP processing 15M\+ invoices across the US, Japan, and India, reducing month\-end reporting lag by 6 days and eliminating manual reconciliation steps across 3 finance teams • Migrated legacy mainframe accounts payable systems to cloud\-ready infrastructure, enabling scalable and near real\-time financial reporting • Rolled out ESG dashboards across the ESG function, eliminating manual reporting steps and reducing recurring reporting errors through automated fund utilization and sustainability tracking Product Analyst at Pantheon, Jul 2019 \- Dec 2019 · 6 mos, Arlington, VA, Enabled agile delivery across engineering and business teams, improving sprint discipline, planning visibility, and cross\-functional alignment\. • Shaped product backlog and user stories in partnership with PMs, clarifying scope and speeding up dev throughput • Led sprint ceremonies and unblockers, improving cross\-team coordination and sprint reliability • Designed KPI dashboards in Power BI to track velocity, forecast delivery risk, and support data\-driven sprint planning Technology Analyst at Infosys, Sep 2013 \- Jun 2017 · 3 y 9 mo, Bengaluru ## Education Master of Business Administration \- MBA, Business Administration and Management, General, William & Mary – Raymond A\. Mason School of Business Bachelor of Technology \- BTech, Computer Science, Silicon Institute of Technology \(SIT\), Bhubaneswar ## Public links - github: https://github\.com/asheshayushmishra [View the original profile](https://tal.club/meet/ashesh-ayush-mishra) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Person", "@id": "https://tal.club/meet/ashesh-ayush-mishra#person", "name": "Ashesh Ayush Mishra", "url": "https://tal.club/meet/ashesh-ayush-mishra", "image": "https://tal.club/meet/ashesh-ayush-mishra/profile-photo.jpg", "description": "Meet Ashesh Ayush Mishra, Senior Product Manager | Platform Governance & AI Systems | RAG, Multi-Agent, LLM Guardrails | B2B SaaS based in Bengaluru. AI stack includes aistudio, antigravity, and claude code. 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