Signature IP

Eight ideas, built from nineteen years of doing this.

Three tactics originated and later adopted industry-wide, plus five operating frameworks — four on the marketing and growth side, one on revenue operations, the discipline that makes the rest trustworthy.

~/frameworks/01-ai-lean-operating-model
$ render --framework=01 --flagship

The AI-Lean Operating Model

How to redesign a marketing and revenue org chart around AI as the default operator, with a role-by-role breakdown of what stays human and what doesn’t. The result: a 3.5–5 FTE human team matches the output of a 6–8 person team. The metric that matters is revenue per FTE, not headcount.

THE AI-LEAN OPERATING MODEL — WHO OWNS WHAT HUMAN — HIGH JUDGEMENT Positioning & strategy · exec & board relationships · account judgement calls · final creative & design craft The work that doesn’t scale by adding headcount — and shouldn’t be automated even when it could be. AI — DEFAULT EXECUTION LAYER Account research synthesis · outreach personalization at scale · content drafts · reporting & dashboard assembly Tool-first by default: headcount is added only when AI augmentation genuinely can’t cover the marginal work. RESULT — a 3.5–5 FTE human team matches the output of a 6–8 person team.
Signature IP — originated, not borrowed

Built once. Watched it spread.

Hansa Research · 2009 · first job

The FM Radio Coverage-Overlap Methodology

No survey had cleanly measured FM listenership in India — adjacent cities’ stations overlapped on the same frequency, corrupting the data. Manually mapped every station, modeled the overlap zones, and rewrote the questionnaire logic so only the geographically correct station could be selected. Adopted into the master IRS questionnaire nationally.

Built the methodology that fixed FM listenership measurement for India’s national readership survey.

IBM · 2011

The Gated-Asset Landing Page

Redesigned lead capture from a bare “read more, download” link into a dedicated landing page — short value blurb paired to the specific asset behind the form. Now the default pattern across B2B marketing.

Built one of the earliest working versions of the gated-landing-page pattern, in 2011 — conversion <1%→~3%, click-through up ~200%.

ThoughtFocus · India, then Canada

The Small-Room Customer Roundtable

2–3 existing clients, 10–15 high-value prospects, a moderated conversation where clients — not ThoughtFocus — did the selling. Built because financial services runs on peer trust, not vendor claims. Spread across fintech vendors generally in the years after.

Built and proved an early version of the fintech customer roundtable — ~50% conversion on pipeline deals in the room, later evolved into the Customer Advocacy Program.

Framework 02

The Cost-Center-to-Revenue-Center Playbook

A 90-day sequence, run in different forms three times over: attribution before anything else, a diagnostic funnel audit with no assumptions, then two high-impact initiatives instead of ten mediocre ones. The first-90-days move for any new revenue leader walking into an unproven function.

Framework 03

The Account Expansion Flywheel

Land → Bridge → Expand → Deepen, with revenue math attached at each stage — a $15K entry engagement growing into a $500K–$1M mature account. Backed by a real result: a 3× revenue lift from customers in a formal advocacy program.

Framework 04

Quality-Over-Volume ABM Math

An explicit rejection of the MQL-volume model: 10 accounts at $100K ACV beats 50 accounts at $20K. A general argument against vanity-metric marketing, and against how most B2B marketing teams still report success.

Framework 05

The Single-Source-of-Truth RevOps Model

The other half of “Revenue Architect”: designate one platform as the system of record, map every field and every data-entry point before touching a campaign, and treat data hygiene — opt-in validation, ping tests, dedup cycles — as a revenue function, not IT housekeeping. This is what makes Framework 01 trustworthy: AI run on bad CRM data just makes bad decisions faster.

See it applied

This is the model behind the numbers on the Track Record page.

SR
Srikanth Robbi
Fractional CRO/CGO/CMO · Open to engagements