Build a self-serve AI development platform that bypasses sales barriers, addressing the gap that frustrates users trying to procure Microsoft Copilot.

Tom proposes a startup opportunity for AI‐driven, agentic DevOps cloud management services that automate configuration and cost optimization workflows...Show more

Provide consultancy or tooling to help developers choose between on-demand cloud GPUs versus reserved hardware to avoid unexpected bills.

Offer a service building custom GPT2 chatbots fine-tuned on clients' own data via simple scripts and cloud GPUs for rapid deployment.

Develop a lightweight platform like nanochat that lets users train and fine-tune mini-models locally for specialized tasks and rapid prototyping.

Create a managed inference service tailored to regulated industries with hardened security, audit logging, and data governance across distributed devi...Show more

Offer preconfigured AI inference appliances for branch offices to provide low-latency, compliant on-site model serving without central datacenter inve...Show more

Use Nvidia DGX Spark (around $4k) to train mid-sized LLMs beyond 0.5 B parameters for in-house model development.

Releasing an open-source base model like Llama can catalyze ecosystem growth through third-party fine-tuning, evidenced by over 1,590 community adapta...Show more

There’s a market opportunity in providing ultra-fast LLM inference services (e.g., 3,000 tokens/sec at $0.35 per million) optimized for developer work...Show more

Offer an AI inference service using Cerebras wafer technology for low-latency response times with increasing context window support as a competitive d...Show more

Leverage models like VEO that support start and end frame prompts to build consistent character animations for video content automation.

Build a company that leverages a general-purpose AI agent to automate everyday data coordination and business workflows—akin to how search disrupted t...Show more

Create a SaaS offering that provides ultra-high-concurrency, scale-out browser automation to reduce manual click costs to near zero and enable new AI-...Show more

AI browser agents could automate time-consuming white-collar tasks like filling out forms by accessing user data and website interfaces.

Position AI agents like Operator as services for automating deep research, data collection, and form-filling in enterprise settings to deliver faster ...Show more

Offer managed services that orchestrate AI agent clusters across heterogeneous environments, optimizing resource allocation without containers.

Building AI agents to handle enterprise form-filling and CRUD interactions could significantly boost productivity.

Package frequently used AI tips and environment setups as reusable slash command templates, offering teams a plug-and-play onboarding product.

Tom leverages Claude agents to autonomously troubleshoot and fix build failures on Vercel, suggesting an automated AI-powered CI/CD assistant service.