A computer vision board product to detect the number of people inside ...

...rooms or indoor spaces and control ventilation requirements

Confidence
Engagement
Net use signal
Net buy signal

Idea type: Swamp

The market has seen several mediocre solutions that nobody loves. Unless you can offer something fundamentally different, you’ll likely struggle to stand out or make money.

Should You Build It?

Don't build it.


Your are here

Based on the similar products and their relatively low engagement, your idea of a computer vision board for detecting people and controlling ventilation falls into a challenging category. The 'Swamp' category indicates that many similar solutions exist, but haven't really captured the market's attention. With only four similar products found and an average of two comments per product, the existing solutions don't seem to be generating a lot of excitement, meaning the net use and net buy metrics are basically neutral. This suggests that unless you offer something significantly different, it will be difficult to stand out and gain traction. The market isn't necessarily clamoring for another solution in this space, so careful differentiation is crucial.

Recommendations

  1. First, conduct thorough research to understand why existing solutions haven't achieved widespread success. Don't just look at the features they offer, but also at their pricing, marketing, and target audience. Identify gaps in the market that your solution can uniquely address. The 'Face Recognition Attendance system' highlighted integration and data security as key areas of interest. Consider what anxieties exist surrounding current solutions that you can solve.
  2. Instead of broadly targeting all indoor spaces, focus on a specific niche within building management that you believe is underserved. This might involve focusing on a particular industry like hospitals, schools, or small businesses, or solving a unique ventilation challenge that isn't currently addressed effectively. For example, if the real-time system for face recognition can be improved, then maybe focus on this industry.
  3. Consider creating tools or modules that can be easily integrated into existing building management systems rather than trying to replace them entirely. Partnering with established HVAC or building automation providers could provide a faster path to market and leverage their existing customer base. As an example, the 'HVAC Toolkit' app received praise for being easy to use; you can research this more to get inspiration.
  4. Before investing heavily in development, explore adjacent problems that might be more pressing or easier to solve with computer vision. For example, instead of directly controlling ventilation, you could focus on optimizing energy usage based on occupancy patterns, offering a tangible cost-saving benefit. Consider this before building more features.
  5. Given the 'Swamp' category designation, it's wise to carefully evaluate the potential return on investment before committing significant resources. If the market research and competitive analysis reveal substantial hurdles, consider pivoting to a more promising opportunity where your computer vision expertise can be better utilized. Don't get emotionally attached to this one idea, but keep researching and learning.

Questions

  1. What specific pain points related to ventilation and occupancy management are you addressing that current solutions fail to solve adequately, and how can you validate that these are significant enough for customers to switch to your product?
  2. Considering the low engagement observed in similar products, what innovative strategies will you employ to generate initial interest and build a loyal user base for your computer vision board?
  3. How can you design your computer vision board to ensure data privacy and security, addressing potential concerns about surveillance and data breaches, particularly in sensitive environments like healthcare facilities or schools?

Your are here

Based on the similar products and their relatively low engagement, your idea of a computer vision board for detecting people and controlling ventilation falls into a challenging category. The 'Swamp' category indicates that many similar solutions exist, but haven't really captured the market's attention. With only four similar products found and an average of two comments per product, the existing solutions don't seem to be generating a lot of excitement, meaning the net use and net buy metrics are basically neutral. This suggests that unless you offer something significantly different, it will be difficult to stand out and gain traction. The market isn't necessarily clamoring for another solution in this space, so careful differentiation is crucial.

Recommendations

  1. First, conduct thorough research to understand why existing solutions haven't achieved widespread success. Don't just look at the features they offer, but also at their pricing, marketing, and target audience. Identify gaps in the market that your solution can uniquely address. The 'Face Recognition Attendance system' highlighted integration and data security as key areas of interest. Consider what anxieties exist surrounding current solutions that you can solve.
  2. Instead of broadly targeting all indoor spaces, focus on a specific niche within building management that you believe is underserved. This might involve focusing on a particular industry like hospitals, schools, or small businesses, or solving a unique ventilation challenge that isn't currently addressed effectively. For example, if the real-time system for face recognition can be improved, then maybe focus on this industry.
  3. Consider creating tools or modules that can be easily integrated into existing building management systems rather than trying to replace them entirely. Partnering with established HVAC or building automation providers could provide a faster path to market and leverage their existing customer base. As an example, the 'HVAC Toolkit' app received praise for being easy to use; you can research this more to get inspiration.
  4. Before investing heavily in development, explore adjacent problems that might be more pressing or easier to solve with computer vision. For example, instead of directly controlling ventilation, you could focus on optimizing energy usage based on occupancy patterns, offering a tangible cost-saving benefit. Consider this before building more features.
  5. Given the 'Swamp' category designation, it's wise to carefully evaluate the potential return on investment before committing significant resources. If the market research and competitive analysis reveal substantial hurdles, consider pivoting to a more promising opportunity where your computer vision expertise can be better utilized. Don't get emotionally attached to this one idea, but keep researching and learning.

Questions

  1. What specific pain points related to ventilation and occupancy management are you addressing that current solutions fail to solve adequately, and how can you validate that these are significant enough for customers to switch to your product?
  2. Considering the low engagement observed in similar products, what innovative strategies will you employ to generate initial interest and build a loyal user base for your computer vision board?
  3. How can you design your computer vision board to ensure data privacy and security, addressing potential concerns about surveillance and data breaches, particularly in sensitive environments like healthcare facilities or schools?

  • Confidence: Medium
    • Number of similar products: 4
  • Engagement: Low
    • Average number of comments: 2
  • Net use signal: 12.9%
    • Positive use signal: 12.9%
    • Negative use signal: 0.0%
  • Net buy signal: 0.0%
    • Positive buy signal: 0.0%
    • Negative buy signal: 0.0%

This chart summarizes all the similar products we found for your idea in a single plot.

The x-axis represents the overall feedback each product received. This is calculated from the net use and buy signals that were expressed in the comments. The maximum is +1, which means all comments (across all similar products) were positive, expressed a willingness to use & buy said product. The minimum is -1 and it means the exact opposite.

The y-axis captures the strength of the signal, i.e. how many people commented and how does this rank against other products in this category. The maximum is +1, which means these products were the most liked, upvoted and talked about launches recently. The minimum is 0, meaning zero engagement or feedback was received.

The sizes of the product dots are determined by the relevance to your idea, where 10 is the maximum.

Your idea is the big blueish dot, which should lie somewhere in the polygon defined by these products. It can be off-center because we use custom weighting to summarize these metrics.

Similar products

Relevance

Face Recognition Attendance system - Contactless, Automatic Cloud based

A Face Recognition Attendance System is a contactless, automatic, cloud-based solution that streamlines attendance management. It eliminates manual processes, enhances accuracy, and ensures real-time data access through the cloud.

Users are excited about a contactless, automatic face recognition attendance system that offers real-time features. One user highlights its potential for micromanagement. The system automates attendance, which is seen as a significant benefit.

Users expressed interest in the product's integration capabilities, specifically with HR software, and inquired about data security measures. There were also questions regarding the roadmap for future integrations and the addition of new features to enhance the product's functionality.


Avatar
125
3
33.3%
3
125
33.3%
Relevance

HVAC Toolkit - HVAC ToolKit is an easy-to-use app to assist engineers

The HVAC ToolKit is an easy-to-use app that has been created to assist HVAC engineers in checking their designs and making quick calculations and estimations.

The tool is praised for being amazing, useful, and easy to use, with a great design. Users appreciate its originality and focus on solving a real problem instead of just chasing technology. There's also a congratulatory note on the launch, with the tool described as fabulous.


Avatar
61
3
3
61
Top