Business idea

Published: July 10, 2025
Valuation$20,000,000

Smart Contract Monitoring & Observability Tool

SaaS
Essential metrics
3-Year valuation$20.0M
Social impact
Social
Health
Environment
Market$500.0M
MVP cost$300,000
Full version

Business Idea Concept.

The core application of this idea is ensuring the operational reliability and security of blockchain applications through real-time smart contract monitoring.

By offering AI-powered detection of anomalies and predictive alerts within Ethereum and EVM ecosystems, it provides DevOps teams, dApp developers, and infrastructure companies with a proactive tool to maintain uptime and prevent costly breaches. This addresses the critical need for on-chain operational insights in rapidly scaling Web3 systems.

Innovation at the Core.

With the growth of Web3 applications, operational integrity is paramount for businesses handling high-value, on-chain transactions. Our Smart Contract Monitoring & Observability Tool empowers developers and businesses on Ethereum and EVM ecosystems with real-time contract monitoring, AI-driven anomaly detection, and proactive alerts. By ensuring performance and security, it supports the evolving $100B DeFi market, offering a vital platform for uptime assurance and risk mitigation in blockchain operations. With a SaaS model tailored for scalability, it meets a pressing demand in a rapidly expanding industry with compelling ROI.
Learn more about the innovation

User Persona.

Smart Contract Maintainer

User persona #1

Profile

Expert responsible for ensuring integrity and security of decentralized applications.

Need

Proactively detect and address smart contract anomalies.

Challenge

Lack of advanced operational insights and real-time error notifications hampers efficiency.

Blockchain DevOps Engineer

User persona #2

Profile

Specialist in maintaining blockchain infrastructure reliability.

Need

Tools to monitor performance and alert on anomalies in real-time.

Challenge

Reacting to issues post-occurrence is highly costly for blockchain apps.

dApp Developer

User persona #3

Profile

Developer focused on creating and updating decentralized applications.

Need

Access to smart contract events and performance stats for debugging.

Challenge

Debugging issues without sufficient runtime visibility increases resolution time.

Blockchain Security Analyst

User persona #4

Profile

Professional entrusted with ensuring security of smart contracts.

Need

Proactive notifications of potential vulnerabilities or deviations.

Challenge

Randomized interactions pose threat without early warning systems.

DeFi Platform Operator

User persona #5

Profile

Manager of services within decentralized finance platforms.

Need

Dashboards to oversee multiple projects and ensure uptime.

Challenge

Handling multiple data sources without streamlined insights is cumbersome.

Key Features.

Tracks on-chain events, contract performance, errors, and anomalies for smart contracts and blockchains.
Uses AI to identify deviations from standard contract behavior, indicating potential bugs or exploits.
Forecast system trends, such as anticipated gas exhaustion for a contract based on usage history.
Works with existing DevOps tools like Hardhat/Truffle and delivers updates via Slack/Discord.
Provides premium on-premise setup for advanced compliance and security needs of enterprise projects.

Market Size.

TAM
$500 million
SAM
$150 million
SOM
$25 million

MVP Cost Short
Breakdown.

Research & Development

Includes formulation, tech development, or concept validation.

$80K$120K

Component/Material Sourcing

Procurement of key materials, substrates, or parts for prototyping.

$20K$50K

Design & Branding

Visual identity, packaging, UX, or interface design.

$30K$60K

Initial Production / Build

Manufacturing or building a small batch/prototype for testing.

$100K$150K

Testing & Certification

Includes regulatory, clinical, functional, or performance validation.

$15K$30K

Total

MVP ready for demonstration and pilot studies

$245K$410K
Project Evaluation After 3 Years.
Forecasted valuation based on the projection driven by subscription-based revenue model in blockchain ecosystems.

$20.0M*

Determined valuation after 3 years based on revenue projections and EBITDA multiples.

*These are rough estimates. For more precise calculations, generate a Business plan based on the chosen Business Idea.

Key cost drivers (variable by industry)
Proprietary technology or IP
Synergy potential
Customer data and analytics
Operational infrastructure

Major Competitors.

Identifying existing competitors in the blockchain monitoring landscape enables positioning this idea uniquely.

1

Tenderly

Provides a platform for monitoring, debugging, and simulating EVM transactions for developers and DevOps teams.
2

Etherscan

A widely-used block explorer and analytics platform for Ethereum, offering contract insights and verification features.
3

Infura

Offers Ethereum and IPFS APIs for application scalability and monitoring, integral for blockchain infrastructure services.
4

Alchemy

Blockchain infrastructure provider with developer-centric tools and analytics for monitoring and debugging smart contract activities.
5

Chainalysis

Focuses on blockchain transaction analysis and anomaly detection, often used for compliance but overlaps with monitoring use cases.

Reasons to Choose Smart Contract Monitoring Now

Web3 applications are mission-critical and must provide reliable and uninterrupted services.
Integrating AI allows effective detection of potential failures before they occur, reducing downtimes.
The growth of DeFi and blockchain necessitates robust infrastructure tools for operational maintenance.
Current solutions primarily act post-incident; a proactive approach fills a critical gap.
Allows seamless adoption by existing blockchain development and DevOps processes.
This business concept addresses pressing needs within the Web3 and blockchain development ecosystem.

Related business
ideas.

Virtual Fitting Room for Apparel
Valuation

$10 M

Market

$9 B

Virtual Fitting Room for Apparel

SaaS
AI Size and Fit Recommendation Engine
Valuation

$15 M

Market

$400 B

AI Size and Fit Recommendation Engine

SaaS
Returns Analytics & Feedback Insights
Valuation

$45 M

Market

$700 B

Returns Analytics & Feedback Insights

SaaS
Predictive Shipping Delay Alerts
Valuation

$20 M

Market

$500 M

Predictive Shipping Delay Alerts

SaaS
SMB Cash Flow Forecasting AI
Valuation

$72 M

Market

$40.8 M

SMB Cash Flow Forecasting AI

SaaS
DTC E-Commerce Pricing Optimization
Valuation

$150 M

Market

$500 M

DTC E-Commerce Pricing Optimization

SaaS
B2B Accounts Receivable Collection Automation
Valuation

$20 M

Market

$1 B

B2B Accounts Receivable Collection Automation

SaaS
Employee T&E Expense Audit AI
Valuation

$20 M

Market

$10 B

Employee T&E Expense Audit AI

SaaS
SaaS Revenue Leakage Detector
Valuation

$43 M

Market

$5 B

SaaS Revenue Leakage Detector

SaaS
Finance Team Analytics Copilot (LLM for FP&A)
Valuation

$18.5 M

Market

$2 B

Finance Team Analytics Copilot (LLM for FP&A)

SaaS
Lab Testing Workflow Automation (Laboratories)
Valuation

$50 M

Market

$213 B

Lab Testing Workflow Automation (Laboratories)

SaaS
B2B Invoice & Payment Dispute Resolution System
Valuation

$20 M

Market

$1 B

B2B Invoice & Payment Dispute Resolution System

SaaS
Regulatory Compliance Change Tracker
Valuation

$50 M

Market

$100 M

Regulatory Compliance Change Tracker

SaaS
B2B SaaS Pricing Strategy Optimizer
Valuation

$5 M

Market

$100 M

B2B SaaS Pricing Strategy Optimizer

SaaS
Legal Case Deadline Tracker
Valuation

$30 M

Market

$4.5 B

Legal Case Deadline Tracker

SaaS
Real-Time Spend Analytics Dashboard
Valuation

$250 M

Market

$500 M

Real-Time Spend Analytics Dashboard

SaaS
Inventory Optimization for Retail SMBs
Valuation

$20 M

Market

$1.8 T

Inventory Optimization for Retail SMBs

SaaS
Trucking Fleet Operations Hub
Valuation

$10 M

Market

$10 B

Trucking Fleet Operations Hub

SaaS
Procurement Negotiation Intelligence
Valuation

$50 M

Market

$400 M

Procurement Negotiation Intelligence

SaaS
Creator Income & Tax Planner
Valuation

$36 M

Market

$120 M

Creator Income & Tax Planner

SaaS
Credit Card Rewards Maximizer
Valuation

$125 M

Market

$120 M

Credit Card Rewards Maximizer

SaaS
Healthcare Credentialing & License Tracker
Valuation

$20 M

Market

$3 B

Healthcare Credentialing & License Tracker

SaaS
Farm Compliance & Record-Keeping Platform
Valuation

$15 M

Market

$11 B

Farm Compliance & Record-Keeping Platform

SaaS
Renewable Energy Maintenance Scheduler
Valuation

$10 M

Market

$1.2 B

Renewable Energy Maintenance Scheduler

SaaS
Digital Permit & Licensing Portal
Valuation

$45 M

Market

$2 B

Digital Permit & Licensing Portal

SaaS
Real Estate Development Pipeline Manager
Valuation

$50 M

Market

$1 T

Real Estate Development Pipeline Manager

SaaS
Small Manufacturer Production Planner
Valuation

$30 M

Market

$5 B

Small Manufacturer Production Planner

SaaS
Restaurant Inventory & Supplier Order Hub
Valuation

$60 M

Market

$1.2 B

Restaurant Inventory & Supplier Order Hub

SaaS
Independent Insurance Agency CRM
Valuation

$25 M

Market

$5 B

Independent Insurance Agency CRM

SaaS
Temp Staffing Agency Operations Platform
Valuation

$50 M

Market

$500 B

Temp Staffing Agency Operations Platform

SaaS
Decentralized Domain Name Service 2.0
Valuation

$100 M

Market

$5 B

Decentralized Domain Name Service 2.0

SaaS
Freight Forwarder Operations & Docs System
Valuation

$3.5 M

Market

$5 B

Freight Forwarder Operations & Docs System

SaaS
Event Planning Project Management Suite
Valuation

$21.5 M

Market

$5 B

Event Planning Project Management Suite

SaaS
Institutional Crypto Risk Analytics Platform
Valuation

$50 M

Market

$5 B

Institutional Crypto Risk Analytics Platform

SaaS
Crypto AML & Fraud Monitoring API
Valuation

$150 M

Market

$7 B

Crypto AML & Fraud Monitoring API

SaaS
Token Issuance RegTech Platform
Valuation

$50 M

Market

$154 T

Token Issuance RegTech Platform

SaaS
AI-Powered Decentralized Credit Scoring
Valuation

$50 M

Market

$2 B

AI-Powered Decentralized Credit Scoring

SaaS
Unified Task & Notification Dashboard
Valuation

$200 M

Market

$20 B

Unified Task & Notification Dashboard

SaaS
Customer Community & Referral Platform
Valuation

$20 M

Market

$500 M

Customer Community & Referral Platform

E-commerce
SaaS
Reverse Logistics Optimization Platform
Valuation

$2.1 B

Market

$890 B

Reverse Logistics Optimization Platform

E-commerce
SaaS
Virtual Office Presence Platform
Valuation

$10 M

Market

$50 M

Virtual Office Presence Platform

SaaS
Multi‑Language Localization Assistant
Valuation

$25 M

Market

$3 B

Multi‑Language Localization Assistant

E-commerce
SaaS
Skill & Knowledge Mapping Tool
Valuation

$20 M

Market

$5 B

Skill & Knowledge Mapping Tool

SaaS
Fake Review & UGC Authenticity Analyzer
Valuation

$10 M

Market

$1 B

Fake Review & UGC Authenticity Analyzer

E-commerce
SaaS
Influencer Matching & Performance Tracker
Valuation

$220 M

Market

$30 B

Influencer Matching & Performance Tracker

E-commerce
SaaS
AI Customer Service Chatbot & Helpdesk Assistant
Valuation

$5 M

Market

$20 B

AI Customer Service Chatbot & Helpdesk Assistant

E-commerce
SaaS
Proactive Order Tracking & Customer Notifications
Valuation

$15 M

Market

$500 M

Proactive Order Tracking & Customer Notifications

E-commerce
SaaS
Abandoned Cart Recovery Automation
Valuation

$10 M

Market

$5 B

Abandoned Cart Recovery Automation

E-commerce
SaaS
Dead Stock Clearance Optimization
Valuation

$75 M

Market

$562 B

Dead Stock Clearance Optimization

Medtech
Robotics
Supplier Collaboration & Auto-Replenishment System
Valuation

$25 M

Market

$5 B

Supplier Collaboration & Auto-Replenishment System

SaaS
Augmented Reality Makeup Try-On
Valuation

$15 M

Market

$1 B

Augmented Reality Makeup Try-On

SaaS
Fraudulent Return & Wardrobing Detector
Valuation

$15 M

Market

$5 B

Fraudulent Return & Wardrobing Detector

SaaS
Live Video Shopping Platform (Shopify/App Plugin)
Valuation

$25 M

Market

$50 B

Live Video Shopping Platform (Shopify/App Plugin)

SaaS
Influencer Matching & Performance Tracker
Valuation

$12 M

Market

$10 B

Influencer Matching & Performance Tracker

SaaS
AI-Personalized Email & SMS Marketing
Valuation

$12 M

Market

$5 B

AI-Personalized Email & SMS Marketing

SaaS
Cross-Border Tax & Compliance Automation
Valuation

$50 M

Market

$1.5 B

Cross-Border Tax & Compliance Automation

SaaS
Real-Time Fraudulent Order Scoring
Valuation

$13.5 M

Market

$48 B

Real-Time Fraudulent Order Scoring

SaaS
Friendly Fraud Chargeback Defender
Valuation

$12 M

Market

$5 B

Friendly Fraud Chargeback Defender

SaaS
Checkout UX A/B Testing AI
Valuation

$5 M

Market

$2 B

Checkout UX A/B Testing AI

SaaS
AI Customer Service Chatbot & Helpdesk Assistant
Valuation

$20 M

Market

$100 B

AI Customer Service Chatbot & Helpdesk Assistant

SaaS
Startup/Mid-Market Financial Model Builder
Valuation

$7.5 M

Market

$3 B

Startup/Mid-Market Financial Model Builder

SaaS
Customer Churn Prediction & Retention AI
Valuation

$5 M

Market

$2 B

Customer Churn Prediction & Retention AI

SaaS
Self-Service FAQ Generator & Portal
Valuation

$1 M

Market

$1 B

Self-Service FAQ Generator & Portal

SaaS
SaaS Subscription Spend Management
Valuation

$25 M

Market

$15 B

SaaS Subscription Spend Management

SaaS
Marketplace Payout Automation Platform
Valuation

$75 M

Market

$300 M

Marketplace Payout Automation Platform

SaaS
Financial Close & Reporting Automation
Valuation

$35 M

Market

$500 M

Financial Close & Reporting Automation

SaaS
AI-Powered Bookkeeping Assistant
Valuation

$50 M

Market

$200 M

AI-Powered Bookkeeping Assistant

SaaS
E-commerce Chargeback Reduction Tool
Valuation

$50 M

Market

$1 B

E-commerce Chargeback Reduction Tool

SaaS
Marketplace Seller Profitability Dashboard
Valuation

$10 M

Market

$500 M

Marketplace Seller Profitability Dashboard

SaaS
Freelancer Finance & Tax Manager
Valuation

$15 M

Market

$600 M

Freelancer Finance & Tax Manager

SaaS
Personal Debt Payoff Planner
Valuation

$3 M

Market

$300 M

Personal Debt Payoff Planner

SaaS
Hotel Housekeeping & Maintenance Scheduler
Valuation

$12.5 M

Market

$10 B

Hotel Housekeeping & Maintenance Scheduler

SaaS
Construction Materials Procurement Portal
Valuation

$75 M

Market

$300 B

Construction Materials Procurement Portal

SaaS
Crypto Tax and Reporting Automation
Valuation

$50 M

Market

$168 B

Crypto Tax and Reporting Automation

SaaS
Quantum-Resistant Crypto Security Suite
Top Pick
Valuation

$500 M

Market

$1 T

Quantum-Resistant Crypto Security Suite

SaaS
AI Demand Forecasting for SMBs
Top Pick
Valuation

$15 M

Market

$1.8 T

AI Demand Forecasting for SMBs

SaaS
Client Meeting Auto-Scribe
Top Pick
Valuation

$100 M

Market

$20 B

Client Meeting Auto-Scribe

AI
SaaS
Integrated CRM and Project Management for Agencies
Top Pick
Valuation

$100 M

Market

$10 B

Integrated CRM and Project Management for Agencies

AI
SaaS
Internal Talent Marketplace
Valuation

$50 M

Market

$5 B

Internal Talent Marketplace

SaaS
Multi-Warehouse Inventory Optimizer
Top Pick
Valuation

$150 M

Market

$35 B

Multi-Warehouse Inventory Optimizer

SaaS
AI Product Q&A Assistant
Valuation

$2 M

Market

$5 B

AI Product Q&A Assistant

E-commerce
SaaS
AI-Enhanced Virtual Whiteboard
Valuation

$20 M

Market

$2.5 B

AI-Enhanced Virtual Whiteboard

SaaS
Omnichannel Loyalty & Rewards Integrator
Valuation

$15 M

Market

$5 B

Omnichannel Loyalty & Rewards Integrator

E-commerce
SaaS
Valuation

$30 M

Market

$3 B

Cross-App Enterprise Search

SaaS
Document Version Control for Business
Valuation

$50 M

Market

$1 B

Document Version Control for Business

SaaS
Project Timeline & Comms Consolidator
Valuation

$20 M

Market

$1 B

Project Timeline & Comms Consolidator

SaaS
Real-Time Translation for Global Teams
Valuation

$50 M

Market

$5 B

Real-Time Translation for Global Teams

SaaS
Virtual Reality Shopping Experience Builder
Valuation

$150 M

Market

$10 B

Virtual Reality Shopping Experience Builder

E-commerce
SaaS
Hybrid Meeting Equalizer
Valuation

$200 M

Market

$50 B

Hybrid Meeting Equalizer

SaaS
Dynamic Pricing & Competitor Monitoring Tool
Valuation

$20 M

Market

$3 B

Dynamic Pricing & Competitor Monitoring Tool

E-commerce
SaaS
Headless Commerce Storefront Builder
Valuation

$50 M

Market

$5 B

Headless Commerce Storefront Builder

E-commerce
SaaS
Data Privacy & Consent Compliance Manager
Valuation

$10 M

Market

$2.1 B

Data Privacy & Consent Compliance Manager

E-commerce
SaaS
Smart Carrier Selection & Rate Optimizer
Valuation

$15 M

Market

$25 B

Smart Carrier Selection & Rate Optimizer

E-commerce
SaaS
Sustainability & Carbon Footprint Tracker
Valuation

$15 M

Market

$2 B

Sustainability & Carbon Footprint Tracker

E-commerce
SaaS
BNPL & Payment Method Optimizer
Valuation

$30 M

Market

$5 T

BNPL & Payment Method Optimizer

E-commerce
SaaS
Dynamic Pricing & Competitor Monitoring Tool
Valuation

$10 M

Market

$30 B

Dynamic Pricing & Competitor Monitoring Tool

E-commerce
SaaS
Visual Search for Product Discovery
Valuation

$85 M

Market

$5 B

Visual Search for Product Discovery

E-commerce
SaaS
Customer Churn Prediction & Retention AI
Valuation

$30 M

Market

$5 B

Customer Churn Prediction & Retention AI

E-commerce
SaaS
Cross-Border Tax & Compliance Automation
Valuation

$100 M

Market

$1.5 T

Cross-Border Tax & Compliance Automation

E-commerce
SaaS
One-Click Universal Checkout for SMBs
Valuation

$100 M

Market

$500 B

One-Click Universal Checkout for SMBs

E-commerce
SaaS
AI Advertising Creative Generator
Valuation

$50 M

Market

$600 B

AI Advertising Creative Generator

E-commerce
SaaS
Self-Service FAQ Generator & Portal
Valuation

$15 M

Market

$5 B

Self-Service FAQ Generator & Portal

E-commerce
SaaS
Social Media & Reviews Response AI
Valuation

$10 M

Market

$1 B

Social Media & Reviews Response AI

E-commerce
SaaS
Predictive Shipping Delay Alerts
Valuation

$50 M

Market

$1 B

Predictive Shipping Delay Alerts

E-commerce
SaaS
Checkout UX A/B Testing AI
Valuation

$20 M

Market

$5 B

Checkout UX A/B Testing AI

E-commerce
SaaS
Previous concept
Let`s make this business idea personal to you
Next concept