Business Design
A working lab that ran for a decade.
What it found.
Business Design was a practice for platform design, gamified strategy, and pattern-based business models. It was never a consultancy. The outputs were tools, frameworks, and experiments - things founders could test in motion.
"Doing business design for founders long enough reveals a pattern. Every execution problem eventually traces back to one variable - the person making the decisions."
This observation became Biological Business Design. The practice documented below is what led to it.
How we got here
The lab that became
a different question
The practice began with a simple observation: most businesses fail not from lack of strategy but from models that were never designed to scale under the actual conditions founders operate in.
A decade of engagements across AI platforms, enterprise SaaS, educational institutions, and family conglomerates kept returning the same finding. The limiting variable was not the product, the market, or the team structure. It was the physiological state of the person carrying the load.
Biological Business Design is what the methodology produced when followed to its conclusion. The consulting practice is the evidence base. What is documented here are the cases that led there.
Portfolio
Selected engagements
Ed-Tech - AI Personalised Learning
Dynamind AI Tutor
Strategic platform design and GTM for an AI-driven JEE tutoring platform. Work spanned product-market fit, investor narrative, platform architecture, and multi-segment targeting - 1000 hours across team discussions, research, and investor pitching.
Enterprise SaaS - Identity Management
Cymmetri
Two engagements across Cymmetri's growth phase. First: new product features extending core identity management into supply chain due diligence - eKYC onboarding, generative AI risk analytics, public data integration. Second: co-created design system and in-house design team for SaaS transformation, with investor-facing business model research.
Data Analytics - Platform Rescue
Mosaik.Ai
Salvage and scale engagement for a struggling analytics startup ahead of investor community presentation. Complete business research, strategic model design, rebrand, UX/UI audit, and data-driven solutions for financial institutions. Focus: data integration, ecosystem risk visualisation, enterprise performance analysis. Platform subsequently acquired.
Process - How the work gets done
The consulting process
Business design is not a deliverable handed over at the end of an engagement. It is a working process - observation, pattern recognition, experiment design, and iteration with the founding team. This is what that looks like in practice.
Field work
Strategy Creation
Leadership Workshop
FJ Group - Dubai
From strategy sessions
to execution maps
A three-day immersive for FJ Group's leadership team in Dubai. Pre-work included structured interviews with the CEO, CFO, CHRO, and 12 business heads - so the sessions could work on real decisions, not constructed scenarios.
The workshop moved from strategic alignment on Day 1 through capability mapping and competitive strategy on Day 2, to individual business unit execution maps on Day 3. Each team left with a draft map aligned to FJ Group's corporate strategy.
- Customer Engagement Platform - 15% retention improvement, 10% revenue growth from existing customers
- Cross-BU Collaborative Offerings - 15% cross-BU revenue increase, 20% faster time-to-market
- Performance Management System - 25% reduction in corporate overhead
- LEAN Program and Process Improvements - 25% cost savings
- PMO for Strategic Initiatives - doubled project success rate with structured governance
The formats
Four instruments
01
Unbox
A card-based working session for founders who have tried the standard strategy tools and found them too abstract for the decisions they actually face. Structured for real ambiguity, not case study scenarios.
See Unbox ->02
Playbooks
Documented pattern libraries from across engagements. Not prescriptive frameworks - observations of what failed and what held under pressure, compiled into a usable reference.
03
Co-design formats
Working sessions where the design is done with the client team, not presented to them. Platform architecture, business model design, and positioning work done in motion - documented as it happens.
04
Workshops and sprints
Facilitated sessions for leadership teams - from single-day problem sprints to multi-day strategy offsites. Designed around the decision that needs to be made, not a generic agenda.
The practice now runs through the Clarity Residency.
Three days. Dehradun. Biological Business Design.