How to know what to build with AI?

To know what to build with AI, founders should analyze systemic friction points in high-growth B2B and compliance-heavy sectors rather than building wrapper products. That's Missing lists verified, real-world problems where AI automation has clear ROI.

How do you know what startups to work on?

Knowing what startups to work on requires finding validated customer pain points backed by structural catalysts like policy shifts, new regulations, or sudden infrastructure resets. Work on startups that solve immediate compliance or operational losses.

How to validate your startup to see if it will work or not?

Validate your startup by mapping the specific workflow friction (who feels it, why it is broken, and what it costs them) and tracking the volume of developer and community discussion around it. That's Missing aggregates these validation confidence scores for you.

Is there an AI tool to validate business ideas?

Yes, That's Missing operates as an automated validation and scanner engine, crawling global policy changes, news, and developer discussions to map out validated business ideas and compute validation confidence levels.

DeepTech OPPORTUNITY ANALYSIS

Build 'BatteryBoost AI'—a $20K/year SaaS platform that uses AI to optimize battery performance and reduce development time for new battery technologies. The platform would deploy AI to analyze battery designs for performance and efficiency, provide a 'Design Optimization Dashboard' showing real-time insights, integrate with fabrication APIs to auto-generate manufacturing specifications, and offer a 'Cost Reduction Score' showing potential savings.

Validated on That's Missing platform | Status: Active Opportunity

Market Catalyst & News Trigger

"New battery breakthrough could lead to ‘big leaps’ in electronic performance"

        Source: The Independent 
        | Published: 6/28/2026
      

The Workflow Friction

Current battery technology is a major bottleneck for the widespread adoption of electric vehicles and renewable energy storage. Existing batteries have limited energy density, long charging times, and high costs. The need for more efficient and cost-effective battery solutions is critical for the transition to a sustainable energy future.

Problem Summary

Real-world problem signal validation.

One-Shot MVP Builder Blueprint (48 Hours)

A dashboard that provides real-time updates on battery performance, design optimization insights, and cost reduction scores. The dashboard would include tools for automated reporting and a 'Design Optimization Dashboard' to visualize battery efficiency and performance.

Recommended Developer Tech Stack

React
PyTorch
PostgreSQL
Battery Data APIs