Bin Buddy

Know before you throw.

The Problem We Solve

25% of recyclables are contaminated at the point of disposal, costing waste management firms $300M+ annually in rejected loads, equipment damage, and compliance fines. The root cause is simple: people don't know what goes where.

A smart waste-sorting solution founded by three Zimbabwean students at ASU.

Kelvin • Bruno • Tranos

tshava@asu.edu

The Core Problem

Contamination
Is Costing You

Every day, waste management firms process loads contaminated by misplaced items, triggering a chain of costs that erode margins at every step.

The root cause isn't negligence. It's that people genuinely don't know what goes where, and no system exists to tell them in real time.

Rejected
Loads

Equipment
Damage

Compliance
Fines

One contaminated load triggers all three

Recycling conveyor belt at sorting facility

25%

Average contamination rate across US recycling streams

$300M+ Annual Industry Loss

Who Pays the Price

The Hidden Cost of Confusion

When a resident tosses a greasy pizza box into the recycling bin, they move on. But for the waste management firm, that single item can contaminate an entire load.

Contaminated loads are rejected at Material Recovery Facilities (MRFs), sent to landfill, and the hauler absorbs the cost , every single time.

This isn't a rare edge case. With a 25% average contamination rate, it's the industry's most expensive unsolved problem.

The source of the problem is upstream

Industry Impact

The $300M
Contamination Tax

Waste management firms absorb hundreds of millions annually in costs that originate from a single, solvable problem: people don't know how to sort.

25%

Average Contamination Rate in US Recycling

$300M+

Annual MRF Labor, Repairs & Rejected Loads

$150/ton

Average Cost to Process Contaminated Loads

50%+

Of Contamination Preventable at Point of Disposal

The Opportunity

Solve contamination at the source, the moment of disposal, and waste management firms recover margin immediately.

"Contamination forces MRFs to reject entire truckloads, sending recyclable material straight to landfill and billing the hauler for the privilege."

Why Bin Buddy?

"We bring a unique international perspective to a global problem."

Founders' Story

We saw the confusion clearly because we weren't 'numb' to it. International roots met in the US to solve complex problems simply.

Strategic Skillset

A powerful intersection of AI Tech, ESG Strategy, and Global Management.

Our Philosophy

We don't chase complexity, we simplify it. We are the bridge between human intent and environmental impact.

The Solution

Bin Buddy: Point, Scan, Sort

We simplify the complex. Get exact waste sorting instructions in under 2 seconds.

Point your camera

No typing, no searching. Just focus.

AI identifies material

Our core technology does the heavy lifting.

Instant instruction

Tailored specifically to local institutional rules.

"Simplicity is our core technology."

Smartphone showing Bin Buddy AI identifying waste

Detected

Coffee Cup (PLA)

COMPOST

The Product Experience

Beyond the scan, we drive behavior change.

We don't just sort waste; we change habits by turning a chore into a contribution through a seamless digital ecosystem.

Eco-Points

Rewarding users for correct sorting with tangible incentives.

Institutional Dashboards

Real-time data on contamination hotspots for facilities management.

Gamification

Engagement loops that foster long-term environmental stewardship.

Bin Buddy Mobile Interface and Dashboard

Live Analytics

91% Willingness to Use

VALIDATED

Revenue Model

Selling to the Firms
That Feel the Pain

Waste management firms are our primary customer. They pay to reduce contamination costs, we deliver measurable ROI from day one.

Primary: WM Firm SaaS License

Annual platform license for waste haulers and MRF operators to deploy Bin Buddy across their institutional client sites.

Secondary: Contamination Analytics

Real-time dashboards showing contamination hotspots by location, material type, and time, enabling targeted intervention.

Future: Smart Bin API Integration

Embedded AI for automated sorting systems and smart bin manufacturers, scaling the solution into hardware.

Waste management workers at a materials recovery facility

Market Opportunity

A $1.9 Trillion Market

The global waste management sector is undergoing a digital transformation — contamination reduction is the highest-ROI entry point.

Total Addressable Market

$1.9T

Global Waste Management Industry

All waste collection, processing & disposal globally

Growing at 22.4% CAGR in smart waste segment

Driven by ESG mandates & regulatory pressure

Serviceable Addressable Market

$180B

US Waste Haulers, MRFs & Institutions

~9,000 MRFs & waste haulers in the US

4,000+ universities & large corporate campuses

Contamination costs industry $11.5B/year

Serviceable Obtainable Market

$2.4B

Year 1 to 3 Reachable Opportunity

50 regional haulers × $48K ARR = $2.4M initial

Scaling via ASU pilot → national hauler deals

WM & Republic Services as Year 3 targets

Smart Waste CAGR

22.4%

Annual Contamination Cost

$11.5B

US Universities & Campuses

4,000+

"Contamination reduction is the highest-ROI entry point for waste tech."

Execution Roadmap

Go-To-Market Strategy

We enter through waste management firms, the customers who feel the pain most acutely and have the budget to solve it.

Phase 1: Partner

Phase 2: Prove

Phase 3: Scale

Phase 1 · Now → Month 6

Partner

Sign a pilot agreement with a regional waste hauler or MRF to deploy BinBuddy across their top institutional client sites.

Target: 1 to 2 regional haulers

Deploy at 3 to 5 institutional sites

ASU campus pilot underway

Entry Point: Waste Haulers & MRFs

Phase 2 · Month 6 → 12

Prove

Demonstrate measurable contamination reduction within 90 days. Build the case study that sells the next 10 clients.

Track contamination rate drop

Publish ROI data for haulers

Build repeatable sales playbook

Goal: 1 case study → 10 clients

Phase 3 · Month 12 → 24

Scale

Expand to national haulers, WM, and Republic Services as a value-add embedded in their institutional contracts.

National hauler partnerships

Corporate & campus SaaS rollout

City & municipality contracts

Target: WM & Republic Services

Segment 1

Universities & Campuses

Segment 2

Corporate Offices

Segment 3

Waste Haulers & MRFs

Segment 4

Municipalities

"Solve contamination once. Sell the proof everywhere."

Competitive Positioning

Why BinBuddy Wins the Waste Intelligence Market

Only platform with

5 / 5 ✓

While competitors detect contamination after disposal, BinBuddy prevents it at the source.

Platform	Prevention	Realtime AI	No Hardware	Data Intel	SaaS Scale
Recycle Coach
iRecycle / Earth911
Rubicon
Bin-e / TrashBot
⭐ BinBuddy Only Prevention-First Platform

Traditional

🗑 Throw away

↓

🚛 Collect

↓

🔍 Detect error

↓

💸 Pay fine

BinBuddy

📱 Scan item

↓

🧠 AI decides

↓

✅ Dispose correctly

Why BinBuddy Wins

Prevents contamination before disposal

Zero infrastructure required

Behavioral data captured at source

Campus → city scalable

BinBuddy shifts waste management from reactive detection to proactive prevention.

Revenue Model

BinBuddy Revenue Model & Path to Profitability

Subscriptions · Savings · Data — fast-scaling & defensible

Revenue Engine

💰 SaaS Licensing

Institutional subscription per campus or waste operator

→ Predictable recurring revenue

⚡ Performance-Based Pricing ★ KEY

% of cost savings from reduced contamination — paid only when results are delivered

→ Aligns incentives · Increases revenue per client

📊 Data Intelligence Layer

Sell contamination insights to waste operators & municipalities

→ Scalable, asset-light revenue stream

Value to Waste Operators

Contamination reduced at source

Lower processing & landfill costs

Improved operational efficiency

Growth Model — Paying Campuses

1

Pilot

1 to 2 campuses

2

Expansion

5 to 10 campuses

3

Scale

Operator partnerships

Growth driven by campus expansion and operator integration

Unit Economics

5,000

Users / Campus

$2

/ User / Month

$10K

/ Month / Campus

$120K+

Annual / Campus

70%+

Gross Margin

High-margin software model

Strong per-campus revenue with margins that improve with every new campus

Path to Profitability

Break-even in 12 Months

Revenue from day one — no free pilots

3

Campuses = $30K/mo

Covers operational costs

6+

Campuses = Profitable

Positive cash flow achieved

BinBuddy captures value through subscriptions, savings, and data — a fast-scaling, defensible revenue model.

The Vision:
Instant Impact

A world where making the right environmental decision is as easy as taking a photo.

We are building the 'Shazam' for sustainability.

Zero-waste campuses

Informed citizens

Circular economy

INSTANT DECISIONS.

Infinite impact.

Our Team

Powering the Future of
Waste Intelligence

Bruno Shava

Strategy & Partnerships

Leads BinBuddy's strategic direction, institutional partnerships, and growth expansion.

Drives university & operator partnershipsScaling multi-market adoptionDesert Financial Foundation Scholar 2025

Kelvin Munakandafa

Technology & AI

Leads BinBuddy's technical development and AI infrastructure powering waste recognition and data systems.

AI Recognition & Smart-Bin Architect Founder, Fligh Technologies Pvt Ltd 🏆 Game Changers Zimbabwe 2023 🏆 POTRAZ Hacking for SDGs 2020

Tranos Muzangwa

Product, Growth & Execution

Leads product strategy, pilot execution, and go-to-market deployment. Bridges user behavior, business model, and real-world implementation.

Pilot Design & Campus DeploymentUser Behavior → Product DecisionsPitching & Investor Communication

Bin Buddy

ContaminationIs Costing You

The Hidden Cost of Confusion

The Opportunity

Why Bin Buddy?

Founders' Story

Strategic Skillset

Our Philosophy

Bin Buddy: Point, Scan, Sort

Point your camera

AI identifies material

Instant instruction

The Product Experience

Beyond the scan, we drive behavior change.

Eco-Points

Institutional Dashboards

Gamification

Primary: WM Firm SaaS License

Secondary: Contamination Analytics

Future: Smart Bin API Integration

A $1.9 Trillion Market

$1.9T

$180B

$2.4B

Go-To-Market Strategy

Partner

Prove

Scale

Why BinBuddy Wins the Waste Intelligence Market

BinBuddy Revenue Model & Path to Profitability

The Vision:Instant Impact

Powering the Future ofWaste Intelligence

Bruno Shava

Kelvin Munakandafa

Tranos Muzangwa

Contamination
Is Costing You

The Vision:
Instant Impact

Powering the Future of
Waste Intelligence