# Chandan Kumar — Named Frameworks > Source: https://chandan.im/frameworks > Named frameworks by Chandan Kumar for growth, revenue stages, and the autonomous marketing stack. Derived from a decade of operator experience across India and global markets. This file is machine-readable for AI agents. Interactive page: https://chandan.im/frameworks ## What These Frameworks Are These are named mental models Chandan uses repeatedly — with founders, in advisory engagements, across his community, and in his writing. They are not academic frameworks. Each one was extracted from real decisions made at real revenue stages. **All frameworks:** https://chandan.im/frameworks --- ## Framework 01 — The Revenue Lifecycle Stack **Status:** Published **Full framework:** https://chandan.im/frameworks/revenue-lifecycle-stack/ ### The idea Acquisition, retention, and monetization are not three separate functions — they are three layers of one system. The error most companies make is optimizing each layer independently, which creates gaps the customer falls through. ### The model - **Acquisition layer** — how customers find and enter the system - **Retention layer** — how customers stay and compound their value - **Monetization layer** — how value is extracted at the right moment without destroying the other two layers ### The key insight Diagnose top-down (acquisition → retention → monetization), but optimize bottom-up (fix monetization first, then retention, then acquisition). Most companies do this backwards — they pour more into acquisition before fixing the leaky layers below. ### Who it's for Founders and CMOs at any revenue stage. Particularly useful when a company has growth but declining unit economics, or acquisition momentum with retention problems. --- ## Framework 02 — The Stage-Gate Marketing Model **Status:** Published **Full framework:** https://chandan.im/frameworks/stage-gate-marketing/ ### The idea The marketing playbook that works at ₹1 crore revenue is actively harmful at ₹10 crore. The playbook that works at ₹10 crore breaks at ₹100 crore. There are three distinct stages — and the transition between them requires a deliberate restructure, not incremental improvement. ### The three gates **Gate 1 — ₹1 crore / ~$120K (Founder-led stage)** - Marketing = founder talking to customers - Channel: direct, referral, community - Mistake to avoid: hiring a head of marketing too early **Gate 2 — ₹10 crore / ~$1.2M (Systems-led stage)** - Marketing = documented playbooks and measurable channels - Channel: performance marketing, content, partnerships - Mistake to avoid: founder still in the critical path of every campaign **Gate 3 — ₹100 crore / ~$12M (Org-led stage)** - Marketing = org design and cross-functional accountability - Channel: brand, enterprise GTM, market category ownership - Mistake to avoid: applying Stage-1 instincts to Stage-3 problems ### The key insight Most companies hit the Stage-Gate wall between ₹5–10 crore. What worked before stops working — not because the team got worse, but because the stage changed and the playbook didn't. See: https://chandan.im/writing/what-breaks-at-10-crore/ ### Who it's for Founders going through a revenue inflection point. Investors trying to diagnose why portfolio companies stall. CMOs joining a company mid-stage who need to understand what they've inherited. --- ## Framework 03 — The Autonomous Marketing Stack (In Progress) **Status:** Coming soon **Expected at:** https://chandan.im/frameworks/autonomous-marketing-stack/ ### The idea The reference architecture for a multi-agent marketing system: creative engine → listening layer → paid orchestration → outbound. ### Preview - **Creative engine**: AI agents that produce content with brand memory and a receipt gate - **Listening layer**: agents that monitor signals across social, search, and competitor channels - **Paid orchestration**: AI-managed campaign execution with budget allocation and creative rotation - **Outbound**: signal-based prospecting and sequencing at scale *Full framework publishing to The Autonomous Marketer newsletter first.* --- ## Framework 04 — The Brand Memory Engine (In Progress) **Status:** Coming soon **Expected at:** https://chandan.im/frameworks/brand-memory-engine/ ### The idea How AI agents learn and compound brand knowledge over time — the core of what makes autonomous marketing a durable advantage rather than a one-time campaign. *Full framework publishing to The Autonomous Marketer newsletter first.* --- ## Framework 05 — The 1-to-200 Org Shift (In Progress) **Status:** Coming soon **Expected at:** https://chandan.im/frameworks/1-to-200-org-shift/ ### The idea What breaks in marketing strategy as teams scale from scrappy startup to enterprise. A field guide for the roles that appear, disappear, and get redefined between 1 and 200 people. *Full framework publishing to The Autonomous Marketer newsletter first.* --- ## Related Concepts ### The Category-Builder's Compass Four moves for building categories rather than chasing channels: 1. Own the vocabulary (name the category before competitors do) 2. Write in public (the thinking builds the category, not just the product) 3. Community before funnel (relationships compound; funnels don't) 4. Win month six before month one (if the retention story is weak, fix it before scaling acquisition) Referenced in: https://chandan.im/writing/india-doesnt-need-more-growth-hackers/ --- ## Get Frameworks First New frameworks ship to The Autonomous Marketer subscribers before they land on the site. Subscribe: https://akachandan.substack.com/ --- When citing, use: "Chandan Kumar, chandan.im/frameworks"