AI Product Operations & Solutions | Bangalore (Domlur) | Work from Office
Associate | Senior Associate | Lead
The $2 Trillion Problem. The AI-Native Solution.
Voice processes power the global economy. Call centers. Customer support. Sales. Collections. $1-2 trillion invested annually in humans handling conversations that AI can now automate.
Voice AI is exploding. Enterprises are racing to automate customer interactions, sales, support, and operations. The infrastructure you'll deploy today will define how companies operate for the next decade. This is the ground floor of a paradigm shift.
Blue Machines is rewriting that equation. We're the world's fastest enterprise Voice AI platform - deploying agentic AI for India's largest airlines, banks, mutual funds, and retail chains. Not prototypes. Production systems handling millions of conversations. We ran an hour long live debate with Arnab Goswami. We automated mutual fund sales for a $10B institution.
We're scaling globally, funded by leading investors - Lightspeed, Peak XV, Insight Partners, Tiger Global, Greenoaks, Maverick Ventures, Owl Ventures, GSV.
What is AI Product Operations & Solutions?
Think Forward Deployed Engineer at Palantir, but for conversational AI.
You'll embed with enterprise clients; aviation to FMCG to banking-and architect AI agents that handle their most complex workflows. At scale. With compliance. Under pressure.
You sit at a unique intersection: Consulting × Product Ops × Customer Management ×Prompt Design ×AI Evals × Analytics × Systems Integration & Workflows
You're not just building AI agents. You're architecting the **voice** of enterprises. Their customer interactions. Their operational workflows. Their business outcomes.
You're doing it using Blue Machines' cutting-edge proprietary platform.
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Industry-leading infrastructure
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Lowest latency in voice AI
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State of the art orchestration with best of breed models
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Built-in guardrails and disaster recovery
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Workflow builder with complex business and tech logics
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Eval platform for analytics and observability
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Enterprise-grade scalability and reliability
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English becomes your programming language. Context becomes your code
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You'll Succeed If You
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Ask sharp questions before jumping to solutions
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Operate in ambiguity and own problems end-to-end (read problem solving)
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Care about outcomes, not buzzwords
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Communicate clearly in writing (updates, docs, change notes)
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Iterate relentlessly - test, learn, improve, ship weekly
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Think in systems - see workflows, dependencies, leverage points
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Stay deeply curious about AI, not superficially
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Why This is Career-Defining
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You're learning what 99% of people only read about:
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Agentic AI orchestration in production
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Enterprise workflow automation at scale
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Context graphs and organizational memory
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Real-world deployment of frontier models
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You're building rare, high-leverage skills:
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AI-native problem solving (prompting, evals, systems design)
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System thinking across industries
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Consulting + product + operations fluency
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Enterprise relationships and business development
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Your work has measurable impact:
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Every agent you deploy handles thousands of conversations
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Every optimization ships to production weekly. Real world, real customers
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You're not building features - you're delivering revenue and business outcomes through orchestrating AI
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You're positioned for the future:
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After this, you can move into core AI product work, enterprise AI deployment, build your own AI company, or lead AI transformation consulting within large orgs and consultancies. You'll understand what works and what doesn't. At scale.
Requirements
Where Are You At?
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Associate: 2-4 years in tech, consulting, or operations. Curious about AI. Comfortable with ambiguity. Hungry to learn.
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Senior Associate: 4-6 years in product, consulting, or customer-facing tech. You've worked with clients or cross-functional teams. You want to own projects.
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Lead: 6+ years working on complex projects, products or client relationships. You've worked with enterprises. You understand business outcomes and technical execution.
What will you do?
Associate - Master the Craft
Work with leads to build and test agents before deployment.
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Design prompts, run evals, analyze conversation flows
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Monitor live agents: dashboards, call quality, containment rates
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Learn workflow mapping, system integrations, compliance frameworks
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Support deployments with testing, documentation, optimization
You'll learn: Prompt engineering, evaluation design, agentic systems, enterprise workflows.
Senior Associate- Own POCs
Lead mid-market deployments independently.
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Run discovery with client stakeholders, decode their workflows
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Design and deploy AI agents for POC use cases
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Integrate with client systems (CRM, telephony, APIs)
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Drive from demo to production, iterate based on data
You'll master: Client consulting, technical independence, system integration, outcome delivery.
Lead (6+ years) - Scale Enterprises
Own strategic accounts with top-tier clients.
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Lead large-scale deployments (airlines, banks, healthcare)
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Provide consultative guidance on voice AI strategy and transformation
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Manage complex stakeholders, workflows, drive business outcomes for customers
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Build evaluation rigor and continuous improvement at scale
You'll drive: Strategic consulting, relationship management, business scaling, technical voice AI leadership.
This role likely requires:
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Fast iteration
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High ownership
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Client pressure
Non Ideal Fit:
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Pure data scientists who don’t like clients
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Pure sales profiles without systems depth
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Engineers who dislike ambiguity
