01 — Overview

The full picture at a glance

This was an independent consulting engagement where I was brought in to diagnose why a well-located, well-reviewed fine-dine + bar restaurant in Mumbai was underperforming relative to its potential. The brief was open-ended: understand the problem, design the solution, and make it work.

What followed was an 8-month end-to-end transformation — touching physical space design, digital presence, menu architecture, operational systems, team incentive models, and a custom-built management platform I designed and developed from scratch.

"Good UX isn't just digital. It's every touchpoint where a person decides whether to stay, spend, and return."
02 — The Problem

What was broken

Core Problem Statement

The restaurant had good food, a decent location, and returning customers — but revenue was plateauing and the business was bleeding margins through food wastage, poor Zomato performance, and a physical layout that worked against conversion. The team had no visibility into data and were making decisions based on gut feel alone.

Through initial discovery sessions and on-ground observation, I identified several interconnected failure points:

📉
Revenue Plateau
Sales had been flat for 6+ months despite consistent footfall. No growth strategy or measurement in place.
🗑️
High Food Wastage
No inventory tracking system. Overproduction and expiry losses were silently eating margins every week.
📱
Poor Zomato Performance
Menu structure, ad spend, and item photography were all underoptimised — losing orders to better-positioned competitors.
🪑
Layout vs. Conversion
Seating arrangement and bar counter placement were discouraging family walk-ins and reducing beverage visibility.
🔢
Zero Data Visibility
No sales dashboards, no purchase tracking, no vendor management. Every operational decision was guesswork.
👥
No Staff Incentive Model
Staff had no motivation to upsell or push high-margin items. The menu and service flow weren't aligned with revenue goals.
03 — Research & Discovery

Understanding before solving

Before designing anything, I spent the first 3 weeks in pure discovery mode — conducting customer behaviour observations, staff interviews, competitor walks, and Zomato data analysis. I treated this like a UX research sprint, not a business audit.

👁️
On-Site Observation
Watched 3 weeks of real customer behaviour across different day-parts. Identified that families avoided the bar area even when seating was available there.
💬
Staff Interviews
Spoke with chefs, servers, and managers. Discovered no one knew their top-selling or highest-margin items — decisions were purely habitual.
🔍
Competitive Benchmarking
Walked 6 competitor restaurants nearby. Found 3 key differentiators being missed: photography quality, portion storytelling, and Zomato category positioning.
📊
Zomato Data Audit
Analysed order patterns, item views vs. conversions, ad performance, and review sentiment. Found 23% of menu items generated 0 orders in 3 months.
🧾
Financial Flow Mapping
Traced purchase-to-plate journeys. Identified that food wastage was estimated at 12–18% of weekly food cost, with no tracking mechanism.
🗺️
Customer Journey Mapping
Mapped the full dining experience from discovery to post-visit. Found 4 critical friction points — all fixable without structural renovation.
"The restaurant didn't have a food problem. It had an experience design problem — and a data problem. Fix those, and the numbers fix themselves."
04 — Design Process

How I approached the solution

I applied a structured 5-phase approach — adapting my standard UX process to a physical + digital service transformation context.

01
Discover & Define

3-week immersive research phase. Customer observation, staff interviews, Zomato audit, financial flow mapping. Defined a clear problem hierarchy and prioritised by impact-vs-effort.

02
Service Blueprinting

Created a full service blueprint mapping frontstage actions (customer experience), backstage processes (kitchen, service, purchasing), and support systems (technology, supply chain). This became the transformation roadmap.

03
Ideate & Prioritise

Generated 40+ improvement ideas across physical, digital, operational, and product dimensions. Prioritised into 3 sprint waves: Quick Wins (0-30 days), System Changes (30-90 days), and Long-Term Infrastructure (90+ days).

04
Design & Build

Executed physical redesigns, directed menu and photography overhaul, rebuilt Zomato presence, introduced staff incentive model, and designed + developed a custom web-based management system integrating inventory, analytics, vendor management, and Zomato data.

05
Measure & Iterate

Set up weekly revenue tracking, Zomato performance dashboards, and inventory waste metrics. Ran bi-weekly review cycles with the management team — adjusting based on data, not gut feel.

05 — Key Initiatives

What we actually built & changed

🪑
Physical Experience Design
Seating Layout & Entry Flow Redesign
Restructured seating zones to create a clear family-friendly section separate from the bar — increasing visible capacity and reducing walk-in hesitation. Redesigned the entry flow to create an immediate positive first impression and improve perceived ambience.
🍹
Revenue Architecture
Bar Counter Repositioning for Visibility & Engagement
Repositioned the bar counter to be visible from the dining area — turning it from a hidden corner into an engagement driver. Added visual merchandising elements that drove curiosity and beverage upsells. Beverage sales increased significantly within the first month.
📸
Digital Presence & Conversion
Menu Redesign + Food Photoshoot Direction
Directed a professional food photoshoot, redesigning the Zomato menu from scratch. Applied information architecture principles to menu structure — grouping items strategically, removing 23% of zero-performing items, and writing conversion-optimised item descriptions. Online order conversion improved measurably within 30 days.
📊
Platform Optimisation
Zomato Performance Overhaul
Restructured Zomato ad spend allocation, optimised commission tier strategy, improved menu tags and category placement, and ran A/B tests on item names and descriptions. ROI on Zomato ads improved by rationalising spend while increasing order volume through organic ranking improvements.
🖥️
Custom Product Development
Built a Custom Restaurant Management System
Designed and developed a custom web-based management platform from scratch. The system included:

Inventory Tracking with expiry alerts → Vendor & Purchase Management → Sales Analytics Dashboard → Zomato Data Integration → Expiry-Based Promotion Engine (converting near-expiry stock into daily specials instead of wastage).
👨‍🍳
Operational Design
Staff Incentive Model & Service Flow
Introduced a performance-based staff incentive model aligned to high-margin item sales. Trained staff on targeted upsell flows and menu knowledge. Collaborated with chefs on portion control to reduce wastage while maintaining perceived value. Digitised manual workflows for purchase orders, stock intake, and daily reporting.
06 — Outcomes & Impact

Results that speak for themselves

By month 8, the transformation had produced measurable improvements across every dimension of the business — revenue, margins, operations, digital presence, and team performance.

~70%
Revenue Growth
Total revenue increase from baseline across the 8-month engagement period
↑
Beverage Sales
Significant uplift in beverage revenue driven by bar repositioning and staff incentives
↓
Food Wastage
Reduced from estimated 12–18% of food cost to near-zero through expiry system and portion control
↑
Walk-In Rate
Family and group walk-ins increased following physical layout and entry flow redesign
↑
Zomato Performance
Improved organic ranking, higher order volume, and better ROI on ad spend
100%
Operational Visibility
From zero data to a fully operational analytics and inventory management system

A detailed before vs. after comparison across key metrics:

Metric Before Transformation After Transformation
Revenue trend Flat / declining for 6+ months ~70% growth over 8 months
Food wastage ~12–18% of weekly food cost Significantly reduced; near-zero tracked
Inventory tracking Manual / none Custom digital system with expiry alerts
Zomato menu items Bloated — 23% generating zero orders Streamlined, high-conversion item set
Staff behaviour No incentive to upsell Performance model aligned to margins
Data & analytics None — gut feel decisions Weekly sales, vendor, and Zomato dashboards
Physical experience Layout discouraging families Zoned seating; bar visibility improved
07 — Learnings & Reflections

What this taught me about design

This project reinforced several things I believe deeply about what design actually is — and what it takes to drive real-world impact beyond the screen.

  • 01
    UX is a service problem, not a screen problem. The most impactful changes here had nothing to do with a digital interface. Seating layout, bar visibility, staff behaviour — these are UX decisions. Service designers need to own physical space too.
  • 02
    Data is a design tool. The inventory system wasn't just an operational tool — it changed the decision-making culture of the entire business. When people can see the data, they make different choices. Design for visibility.
  • 03
    Information architecture applies offline. Redesigning the Zomato menu using IA principles — grouping, labelling, removing noise — had the same conversion impact as redesigning a digital checkout flow. The principles are universal.
  • 04
    Incentive design is product design. The staff incentive model was a product feature — it changed human behaviour within the system. Designing systems includes designing the motivations of the people who operate them.
  • 05
    Speed of iteration matters more than perfection. Many changes were imperfect at first pass. The 8-month timeline was effective because of rapid iteration cycles — observing, adjusting, and re-measuring every 2 weeks.