May 23: AI agent chases sponsors for missing slides
Good morning.B2B event organizers are finally automating the worst part of sponsor management.
Event organizers spend weeks manually hounding sponsors for missing deliverables. Now, autonomous agents are cross-referencing CRM data to instantly email hyper-personalized checklists to hundreds of sponsors. Instead of generic reminders that get ignored, the AI flags exactly who still needs to submit slides or team registrations.
Build it tonight
A perfect weekend build: an agent that cross-references CRM data to email event sponsors missing deliverables. One user sent 83 custom emails in minutes.
vertical AI tooling
Autonomous Sponsor Success Agent
Build an agent that cross-references CRM data to email event sponsors personalized checklists of missing deliverables like slides and team registrations.
Why now: Agents can now reliably read complex CRM states and draft highly specific, accurate outbound emails without human review.
Sanity check: What would have to be true: event sponsors will actually read and respond to automated checklist emails instead of ignoring them until a human calls.
Build it without code
A pure hustle play requiring zero code: buy bulk untested TI-84s for $5 and drop-ship to B2B buyers who pay $10-$20, absorbing QA risk.
B2B marketplace
Zero-touch calculator arbitrage
Buy bulk untested TI-84 calculators online and drop-ship them directly to B2B school suppliers who test and pay fixed rates per unit.
Why now: High demand for specific legacy electronics creates predictable floor prices even for broken units.
Sanity check: What would have to be true: downstream B2B school suppliers have enough margin and testing efficiency to absorb the QA risk from random bulk shipments.
Today's Startup Ideas
Specific plays distilled from this week's founder/operator podcasts.
vertical AI tooling
Autonomous Sponsor Success Agent
Build an agent that cross-references CRM data to email event sponsors personalized checklists of missing deliverables like slides and team registrations.
Why now: Agents can now reliably read complex CRM states and draft highly specific, accurate outbound emails without human review.
B2B marketplace
Zero-touch calculator arbitrage
Buy bulk untested TI-84 calculators online and drop-ship them directly to B2B school suppliers who test and pay fixed rates per unit.
Why now: High demand for specific legacy electronics creates predictable floor prices even for broken units.
vertical AI tooling
AI Agents for Healthcare Revenue Cycle
Deploy language models to automate healthcare claims and prior authorizations, replacing offshore labor and reducing collection costs.
Why now: Language models are now capable of handling complex administrative tasks like claims and appeals, arriving just as healthcare providers face severe burnout.
physical-world infra
On-Demand Sheet Metal Manufacturing
Provide elastic capacity for sheet metal and CNC manufacturing, delivering custom parts to defense primes and robotics startups.
Why now: The push to reshore American manufacturing and the rapid growth of hardware startups creates massive demand for fast, domestic production.
physical-world infra
3D-printed defense manufacturing infrastructure
Divergent acts as the AWS for defense neoprimes, 3D-printing complex metal airframes for cruise missiles at 50% lower cost per unit.
Why now: Shift from cost-plus contracts to fixed-price incentives, plus the need for rapid, commoditized munitions in modern conflicts.
physical-world infra
3D-Printed Injection Molding Alternatives
Use rapid 3D printing to replace expensive offshore injection molding for hardware startups and small-run prototypes.
Why now: Advancements in 3D printing speed and material quality make it competitive with traditional offshore injection molding for smaller batches.
E-commerce infrastructure
Decoy product listings for bot mitigation
Minted New York defeated checkout bots by creating decoy listings with standard metadata while hiding the real product behind an unsearchable, visually distinct listing.
Why now: Reseller bots are increasingly sophisticated at bypassing standard age gates and CAPTCHAs, requiring brands to use creative honeypots to ensure actual customers get the product.
physical-world infra
Autonomous drone power line inspections
Sell autonomous drone inspections to utilities to reduce wildfire ignitions, targeting a segment responsible for 60% of acres burned.
Why now: Disasters cost the US economy $1 trillion annually, and utilities are facing existential financial threats from fire liabilities, forcing them to adopt preventative technology.
creator economy
Talent agency for virtual influencers
Build the CAA for AI-generated personalities, focusing on owning the underlying intellectual property rather than just taking a representation fee.
Why now: Generative AI makes it cheap and fast to create hyper-realistic, consistent virtual personalities that can scale infinitely without burnout or PR scandals.
vertical AI tooling
AI-Native Marketing Ops Platform
Build an off-the-shelf AI marketing ops tool that pulls API data to automate dashboards and newsletters; SaaStr would pay $50k annually for it.
Why now: GPT-4o Mini makes API data analysis cost less than a penny per call, dropping the cost of running an AI VP to $257/month.
B2B SaaS
AI Manager For Junior Marketers
An AI agent that analyzes daily marketing data to generate and assign specific campaign tasks to junior human employees.
Why now: Custom AI agents can now generate better daily tactical ideas than junior staff, but still need humans to safely execute and avoid spamming databases.
vertical AI tooling
AI agent for marketplace negotiation
An AI agent that scrapes Facebook Marketplace for vintage electronics, automatically messages sellers to negotiate prices, and secures inventory for human resellers.
Why now: LLMs are now capable of handling multi-turn negotiation and context-aware messaging on platforms like Facebook Marketplace.
AI infrastructure
Consent-driven human data marketplace
Pay consumers to upload personal data and complete specific physical tasks to provide licensed, consent-driven training data for AI labs.
Why now: AI labs are facing intense scrutiny over copyright and IP laws, creating massive demand for explicitly licensed, consent-driven human data.
creator economy
Niche media format cloning
Clone highly engaged newsletter formats from obscure verticals into high-velocity markets to build lean, high-margin media assets.
Why now: Attention markets reward proven engagement formats, allowing founders to bypass format discovery and focus purely on execution and audience building.
B2B SaaS
Vertical SaaS micro-acquisition rollup
Acquire niche vertical software companies at 5x cash flow, bump license fees by 20 percent, and run a highly delegated buy-and-hold M&A engine.
Why now: There are 70,000 to 100,000 private vertical software companies in the US, creating a massive, fragmented target pool too small for traditional private equity.
B2B Services
K-12 Professional Development Publishing
Acquire or build educational publishing companies focused on professional development for K-12 educators, a niche that can scale to nine figures.
Why now: Education requires continuous professional development, providing a stable, compounding revenue base for long-term operators.
service productization
AI-accelerated custom dashboards for fractional CFOs
Charge $5k to $25k upfront for custom reporting dashboards, use AI to compress delivery to days, and convert clients to $500/month maintenance subscriptions.
Why now: AI can now write the API connectors, unit tests, and smoke tests needed to compress custom dashboard delivery from 30 days down to 7 days.
SMB acquisition
14-Chair Nail Salon Roll-Up
Acquire 14+ chair nail salons at 1.5x multiples and install $80k/yr managers, avoiding smaller shops where owner labor masks low profitability.
Why now: Aging immigrant owners are retiring without exit strategies, selling cash-flowing businesses at 1.5x multiples to buyers who can professionalize operations.
Movements to Watch
Patterns surfacing across multiple shows. Track these before consensus.
Reshoring Physical Manufacturing
Defense and hardware startups are forcing a domestic production renaissance.
The push for rapid iteration in robotics exposes the latency of offshore supply chains. Founders are building elastic, domestic capacity using 3D printing and automated CNC to deliver custom parts in days rather than months.
Autonomous Middle Management
Software is shifting from generating content to managing junior human workflows.
Instead of humans managing digital assistants, the near-term unlock is deploying agents to assign tactical tasks to junior employees. These systems pull API data, generate daily action plans, and handle the rote scheduling that previously bogged down middle managers.
Micro-SaaS Holdcos
Buy-and-hold acquirers are targeting niche software companies too small for private equity.
There is a massive, fragmented pool of private vertical applications doing under $20M in revenue. Operators are acquiring these assets at low multiples, standardizing pricing, and running highly delegated M&A engines to compound cash flows over decades.
Founder Signal
How operators are thinking — frameworks, anti-patterns, sharp moves.
Use UI misdirection to trap headless checkout bots.
Traditional mitigation ruins the customer experience for real fans. Minted New York defeated reseller scripts by creating decoy listings with standard metadata while hiding the real product behind an unsearchable, visually distinct page.
Clone proven engagement formats from obscure verticals.
Do not invent new media structures from scratch. Find a highly engaged newsletter in a niche market like farming, and port it directly to a high-velocity attention sector like crypto to bypass format discovery.
Capital Flow
Where money's moving today — funding rounds, M&A, valuation signals.
Voltair secures investment for autonomous drone power line inspections.
Utilities are facing existential financial threats from fire liabilities, forcing a shift in buying behavior toward preventative infrastructure tech like aerial monitoring.
From the Conversations
AI Agents for Healthcare Revenue Cycle
Google I/O Reactions, Birth Rate Debates, Spotify's New Icon | Jim Belosic, Aidan Dewar, Fai Nur, Tanay Tandon, Ajeya Cotra, Philip Inghelbrecht
May 19, 2026 · 2h 16m · 3quotes pulled
▶ Listen“I think the final end state there is you have models talking to models you eliminate the labor costs and you take health care from this 14 15 percent cost to collect business and turn it into a visa and mastercard like business”
The Official SaaStr Podcast: SaaS | Founders | Investors
AI-Native Marketing Ops Platform
SaaStr 854: The Agents #005, Our AI is Hiring! Would You Work for One? And Are Autonomous Agents ... Safe?
May 19, 2026 · 1h 18m · 2quotes pulled
▶ Listen“we would dump both of them if there was an off the shelf tool... Even if they were 50K year tools, we would move to them in a minute if we didn't have to build them”
The Koerner Office - Business Ideas and Deep Dives with Chris Koerner
Zero-touch calculator arbitrage
Old VCRs are VERY Profitable. ANYONE can do this! - Ep. #302
May 22, 2026 · 54m · 2quotes pulled
▶ Listen“We literally sent them. We bought them, sent them untested to this guy. This guy tests them for us, and he's like, all right, I'm going to pay you $20 each for the working, like $10 for broken. We pay like $5 each.”
Sources
