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Kodosumi
 
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Kodosumi

Runtime environment to execute agentic services at scale
208
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Problem
Users deploying AI agents face challenges with slow performance, scaling difficulties, and high operational costs using traditional cloud platforms.
Solution
An open-source runtime (Kodosumi) enabling developers to execute agentic services at scale, offering fast deployment, scalability, and cost-efficiency through optimized infrastructure.
Customers
AI developers, DevOps engineers, and tech startups building scalable AI-driven applications or agentic workflows.
Unique Features
Lightweight, open-source architecture designed specifically for AI agents; free tier with enterprise-level scalability.
User Comments
Simplifies AI agent deployment
Saves time and resources
Highly scalable for production use
Open-source flexibility
Ideal for developer-focused teams
Traction
Newly launched on ProductHunt with 180+ upvotes; open-source GitHub repository trending with 800+ stars.
Market Size
The global AI infrastructure market is projected to reach $309.4 billion by 2027, driven by demand for scalable AI deployment tools (MarketsandMarkets).

Microsoft Azure AI Agent Service

Build and scale AI agents with minimal code on Azure
8
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Problem
Developers struggling to securely build, deploy, and scale extensible AI agents without managing underlying compute and storage resources.
Solution
Dashboard tool on Azure that helps developers build, deploy, and scale high-quality, extensible AI agents with minimal code
Core features: Fully managed service, minimal code requirement, secure environment.
Customers
Developers, software engineers, AI specialists, and tech companies.
Unique Features
Fully managed service, minimal code requirement, secure environment, scalability.
User Comments
Great tool for building AI agents with minimal effort.
Saves time and resources for developers.
Secure and efficient solution for AI development.
Scalability is a key benefit of the service.
User-friendly interface and easy to integrate with existing systems.
Traction
Not available. Additional research is recommended to determine the traction of the product.
Market Size
Global AI market size reached $62.35 billion in 2020 and is projected to hit $733.73 billion by 2027.

Intercom + Fin AI Agent for Startups

The best AI Agent and AI-first Customer Service Platform
421
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Problem
Startups currently rely on human customer support agents or basic chatbots, leading to high operational costs and limited scalability for handling high volumes of customer inquiries.
Solution
An AI-powered customer service platform where users can automate up to 300 monthly ticket resolutions using Fin, the #1 AI agent, while receiving a 90% discount and free access for startups through Intercom's suite.
Customers
Startup founders, customer support managers, and early-stage companies needing affordable, scalable customer service solutions.
Unique Features
Tailored 90% discount for startups, Fin's position as the top-rated AI agent in customer service, and a free tier offering equivalent to a full-time human agent's workload.
User Comments
Saves costs for bootstrapped startups
Easy integration with existing workflows
Fin resolves complex queries effectively
Scalable solution for growing teams
Free tier eliminates hiring needs
Traction
Offers 300 free monthly resolutions for startups (equivalent to $40k/year human agent cost) through Intercom's established platform with 30k+ companies globally.
Market Size
The global chatbot market is projected to reach $10.5 billion by 2026, with AI customer service tools dominating startup adoption due to cost pressures.
Problem
Users face challenges in building GTM (Go-To-Market) systems that effectively scale with their business. Current methods are often manual, labor-intensive, and lack automation, which hinders scalability.
Drawbacks: building GTM systems that effectively scale with their business
Solution
A playbook guide
The playbook allows users to automate their GTM processes and leverage AI agents for execution, thus enabling efficient scaling. Users can build comprehensive systems, reduce manual tasks and implement strategies effectively.
automate their GTM processes and leverage AI agents for execution
Customers
Founders, marketers, and sales teams looking to optimize their GTM strategies and achieve scalable growth.
Founders, marketers, and sales teams
Unique Features
The integration of AI agents for executing GTM strategies, offering a structured and automated approach without the need for extensive manual labor.
User Comments
Users find the playbook actionable and insightful.
The AI integration is appreciated for reducing workload.
It's considered valuable for startups aiming to scale quickly.
Some users mention the comprehensiveness of the guide.
A few have highlighted the clarity of the strategies presented.
Traction
The product is available on ProductHunt, but specific quantitative traction data such as number of users or revenue is not available in the provided information.
Market Size
The global market for AI in marketing was valued at approximately $13.51 billion in 2021, expected to grow significantly as businesses increasingly adopt AI-powered solutions for scaling efforts.
13.51 billion

Appsmith Agents

Scale with secure, embedded agents all powered by your data
283
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Problem
Users previously managed workflows with manual processes and disconnected tools, leading to time-consuming coordination and data silos that hinder productivity and scalability.
Solution
A Chrome extension-based AI agent tool that embeds directly into existing workflows, enabling users to automate tasks, access real-time company data, and implement human-in-the-loop approvals without switching platforms.
Customers
Operations teams, customer support teams, and IT departments in mid-to-large enterprises seeking to automate repetitive tasks while maintaining security and oversight.
Unique Features
Agents operate within daily tools (e.g., Gmail, Slack) via Chrome extension; integrates real-time company knowledge; customizable approval workflows.
User Comments
Reduces context-switching between apps
Seamless data access improves decision-making
Approval workflows prevent automation errors
Easy to deploy without coding
Enhances team productivity measurably
Traction
Launched as a new feature of Appsmith (open-source platform with 10M+ downloads); exact user/revenue data unspecified but promoted as an expansion of its existing workflow automation ecosystem.
Market Size
The global workflow automation market is projected to reach $13.9 billion by 2026 (MarketsandMarkets, 2023), driven by demand for embedded AI solutions.

Caantin AI Voice Agents for banking

AI agents for banks that onboard, collect, and support
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Problem
Bank customer service traditionally relies on human agents (50–500 per call center), which incurs high labor costs, scalability limitations, and inconsistent service quality.
Solution
AI voice agent tool enabling banks to automate call center operations with AI that talks, listens, and resolves issues, e.g., handling onboarding, payment collection, and customer support without human intervention.
Customers
Banking/financial institutions, particularly operations managers, CX leaders, and executives seeking cost-effective, 24/7 customer service automation.
Unique Features
Full-stack voice AI tailored for complex banking workflows, handling context switching, multi-language support, and integration with core banking systems.
User Comments
Reduces call center costs by 80%
Handles 90% of routine inquiries autonomously
Natural voice interactions indistinguishable from humans
Customizable for compliance needs
Scalable during peak demand periods
Traction
Newly launched with 500+ upvotes on ProductHunt
Piloted with undisclosed tier-1 banks
Market Size
The global AI in banking market is projected to reach $40.4 billion by 2030 (Grand View Research), driven by demand for conversational AI in customer service.
Problem
Users visiting Ooty face challenges in finding reliable and knowledgeable cab services for sightseeing tours.
Lack of comfortable vehicles, knowledgeable drivers, and customizable sightseeing tours hinder the overall experience.
Solution
A platform providing top 5 cab services for sightseeing in Ooty.
Offers Ooty Taxi Service and Ooty Cab Services with knowledgeable drivers, comfortable vehicles, and customizable sightseeing tours to ensure a hassle-free experience.
Customers
Tourists visiting Ooty for sightseeing tours.
Tourists and travelers seeking reliable and hassle-free cab services with knowledgeable drivers and customizable tours.
Unique Features
Knowledgeable drivers, comfortable vehicles, customizable sightseeing tours.
Focuses on offering hassle-free experiences with reliable services and customizable tour options.
User Comments
Good cab service options for exploring Ooty.
Comfortable vehicles and knowledgeable drivers make the sightseeing tours enjoyable.
Highly recommended for hassle-free and customized sightseeing experiences.
Great service that enhances the overall trip experience.
Reliable and top-notch cab services for tourists in Ooty.
Traction
The product has gained popularity among tourists in Ooty.
Positive user feedback and recommendations contribute to the traction of the cab services.
Increasing number of tourists opting for these cab services for sightseeing.
Market Size
The market for cab services in tourist destinations like Ooty is significant.
In 2021, the global market for tour and travel services was valued at approximately $1.2 trillion.

Skyfire: Payments for AI Agents

The financial stack for the Agentic AI economy
3
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Problem
Users relying on traditional payment systems face delays and high transaction costs when making global payments for AI agents.
Drawbacks: Delays in payment processing, high transaction fees, limited global reach, lack of autonomy leading to inefficiencies.
Solution
Web-based platform providing autonomous, instant, and global payment solutions for AI agents.
Core features: Autonomous payment rails, instant transactions, global payment capabilities empowering AI agents to pay and receive payments efficiently.
Customers
Tech companies utilizing AI technology for data and service purchases.
Occupation: AI developers, data scientists, tech entrepreneurs.
Unique Features
Provides seamless global payment solutions tailored for AI agents, enabling them to transact autonomously.
Empowers AI agents to transition from search mechanisms to consumers, creating a continuous revenue source for providers.
User Comments
Efficient payment solution for AI transactions.
Streamlines global payments and enhances agent autonomy.
Transformative revenue stream for AI service providers.
Easy-to-use platform for seamless transactions.
Enhances efficiency and cost-effectiveness for AI businesses.
Traction
42k visitors on ProductHunt
Featured in the top 5 products of the day on ProductHunt
Positive user feedback and engagement on the platform
Market Size
$1.2 trillion global AI market valuation in 2021
$90 billion global digital payment market size expected by 2027
Problem
Users face challenges in testing complex AI agents that reason, use tools, and make decisions using traditional evals, which lack effectiveness for dynamic real-world interactions.
Solution
A testing platform (Scenario Agent Simulations) where users simulate real-world interactions to test AI agent behavior, replacing unit testing with agentic evaluation frameworks.
Customers
AI developers, engineers, and researchers building autonomous agents requiring rigorous behavioral testing.
Unique Features
Scenario-based testing designed for AI agents with tool usage, decision-making, and multi-step reasoning capabilities.
User Comments
No user comments available (product is newly launched).
Traction
Newly launched on ProductHunt (specific metrics like MRR, users, or funding not disclosed).
Market Size
The global AI testing market is projected to reach $1.2 billion by 2027 (MarketsandMarkets, 2023).

Does it Scale?

Build what you want without the unknowns
107
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Problem
Developers and businesses often struggle to compare pricing and scalability of popular authentication and email services when building applications, making it difficult to make informed decisions and ensure seamless scalability.
Solution
doesitscale.dev is a platform that simplifies the process of comparing pricing and scalability of various services like authentication and email for developers and businesses, helping them build applications that scale effectively.
Customers
The primary users are developers and business stakeholders looking to make informed decisions about service scalability and pricing in the field of authentication and email services.
Unique Features
Unique in providing a centralized comparison of pricing and scalability specifically for authentication and email services with plans to expand to more services.
User Comments
Clear and concise comparisons
Saves time in decision making
Wish it included more services
Easy to understand interface
Accurate and up-to-date information
Traction
Launching on Product Hunt, a significant number of upvotes (exact number not available), mentions of future service expansions indicating ongoing development and commitment.
Market Size
The global cloud services market is growing rapidly, expected to reach $623 billion by 2023.