Exploring how data, process, and decisions come together to drive growth.
A personal initiative to research, prototype, and share frameworks that connect insight to execution - drawn from years of building data and growth systems across SaaS companies.
Let’s ConnectThe Growth Frameworks
Building blocks for connecting data, process, and growth.
Dual-Lens Model
Connects calendar and lifecycle views to tie outcomes directly to customer behavior.
Pulse Ops
The orchestration layer unifying data and actions across product, customer, and revenue systems.
LEAP
The Lead Engagement & Acceleration Platform driving pipeline velocity.
CARE
The Centralized Ambient Revenue Engine turning customer signals into activation, expansion, and retention.
Who I Collaborate With
Founders, operators, and data leaders exploring how insight becomes action.
Founders & Execs
SaaS leaders scaling from PMF to predictable growth.
Data & RevOps Teams
Operators bridging analytics, GTM, and customer success functions.
Industry Operators
Builders in restaurants, retail, or services exploring data-driven operations.
Ways I Collaborate
Open, flexible, and built on shared curiosity.
Collaborative Experiments
Short, focused prototypes exploring KPI design, GTM alignment, or data modeling across Salesforce, Redshift, and Tableau.
Applied Advisory
Partnering with data and GTM teams to operationalize the Growth OS - blending design, analytics, and enablement.
Fractional Mentorship
Guiding emerging data, BizOps, or RevOps leaders through structure, alignment, and roadmap design.
Industry Prototypes
Building vertical-specific systems - like restaurant and retail data portals - to turn business data into clarity.
About Mantis
Mantis Growth Labs began as a way to document what I’d learned leading data and business operations inside fast-growth SaaS companies. I saw teams rich in dashboards but poor in connected decisions - optimizing locally while growth stalled globally.
The goal here isn’t to build another SaaS tool. It’s to explore and share practical frameworks that help teams connect data, process, and execution in ways that actually drive outcomes.
Every framework, post, and experiment here is tested in the field - shared openly so others can apply, adapt, and challenge it.
- Abhay Taiwade
Why “Mantis”
The praying mantis embodies what data-driven growth demands - focus, patience, precision, and timing. It doesn’t react impulsively; it studies, observes, and acts decisively when it matters most.
That’s the philosophy behind Mantis Growth Labs - turning observation into strategy, and data into action.