Not financial advice. Not business advice. This page is not a substitute for your CFO, your board, your counsel, your people partners, or your judgment. It describes a product ritual for pressure-testing a burn reduction packet (runway math, hire freeze, vendor and contractor cuts, scope you will stop funding, and the board or all-hands note that will name the cut) before you lock monthly cash out. Nothing here creates an advisory relationship. Nothing here is a severance plan, a headcount selection method, a capital plan, or a promise that the cut will buy the runway you claim.
Sunday night. A founder has the cash model open next to a chatbot thread that already made the cut feel inevitable: cleaner runway chart, a hire freeze that sounds disciplined, a vendor list trimmed into something that reads as maturity. The board update is due Tuesday. Managers do not yet know which open roles die. Vendors have not been told. The spend plan has not left drafts. That is the moment this page is for.
People searching "how to cut burn rate" or "extend runway startup" usually get finance templates: 18-month runway rules of thumb, SaaS cost stacks, and raise-or-cut decision trees. Those matter. This page is narrower. It treats the burn cut as a social object you are about to publish with your company name into a board packet, a leadership cascade, and often a room of people whose projects, vendors, or roles change when the number sticks, and it is about pressure-testing the AI-shaped read of that packet before the note goes out.
This is not before you announce layoffs (the multi-person workforce reduction announcement once the cut includes people leaving; not legal or HR advice). It is not before you let someone go (ending one employment relationship). It is not before you reorg (redrawing reporting lines while headcount mostly stays). It is not before you raise (opening a capital raise as the alternative or companion move; not financial advice). It is not before you reply to the board (answering a director question already on the table). It is not before you pivot (changing what the company sells). It is the spend and runway commit: locking what you will stop funding, what you will freeze, and what months of life you claim that buys, before the board hears a number they will hold you to.
Pingpong is a sequential review product for that ritual. Default chain: Grok, then Perplexity, then ChatGPT, then Gemini, then Claude. The first model drafts. Each later model sees your question, the prior answers, and a review frame that can agree, correct, restructure, or reject a weak premise. Brand: Pingpong at pingpongit.com. Not getpingpong.ai.
Definition: What is Pingpong. Mechanism: How it works. Founder role page: For founders. Exec role page: For executives. First run: How to run a Pingpong. Cluster hub: Before you commit.
Your first eligible web review is free. When you need more, web Plus is $19.99/month and web Pro is $124.99/month. On iOS the listing shows three free Pingpongs, then Plus at $24.99/month or Pro at $59.99/month. Start the free web review on pingpongit.com, then open Plans when you are ready for Plus or Pro. Full table: pricing.
Why a burn cut is a different kind of commit
A private scenario tab in a spreadsheet is cheap to revise. A board note that names the new monthly burn, the months of runway, the hire freeze, and the programs you will stop is not. Once directors and managers hear that number, it becomes the official story of how careful you are with cash, which bets still get oxygen, and whether leadership can be trusted when the next hard note arrives. Softening the cut after the board call looks like you were never sure. Overclaiming "we bought eighteen months" when the model still needs a raise timing miracle trains the room to discount every runway claim that follows. A manager who learns their open roles are frozen from a Slack leak before the leadership meeting starts rewriting their own hiring story. A team that hears only "we are being careful with spend," with no word on which roadmap items die, starts rationing effort in quieter ways.
Founders often ask one model to "make this burn cut look disciplined" or "write a board update that extends runway without sounding panicked." The model returns calmer prose and a short risk list that preserves the original bet to lock the cut now. Socially pleasant. Thin when the next action is the board packet, the hire freeze email, the vendor cancellations, or the all-hands that will name what stops. Related habit for irreversible moves in general: Catch AI mistakes before you commit.
What usually hides in the burn packet
The dangerous parts are rarely typos in the cash chart. They are soft premises dressed as financial maturity. Runway that counts a raise that has not closed. Burn that excludes one-time severance, contract kill fees, or prepaid vendors that still hit cash. A hire freeze that keeps contractor spend that behaves like headcount. A "non-people cut first" claim that still depends on a headcount reduction nobody has timed. A vendor list trimmed in the slide and still renewing in the calendar. Scope cuts that remove the only path to the metric the board already expects next quarter. A "we explored every alternative" sentence nobody can defend with specifics: smaller raise, pricing move, bridge, or delayed launch. A promise that this is the last cut under the same board pressure. A cascade plan that assumes managers can answer which projects die when the FAQ does not say. A board note that is sharper or softer than what the leadership team will hear two days later, so the first screenshot creates two companies.
One chatbot grading its own burn memo rarely catches that pattern. It softens edges and keeps the structure. Later labs, reading a concrete cash model, freeze list, and board draft without being told to flatter the resolve to cut, are a different social object. Framing: AI second opinion. Sycophancy angle: Debias AI and sycophancy research.
How the five-model handoff works on a burn cut
Paste one clear question, not a vibe. Example shape: "We plan to lock a burn cut from CURRENT to TARGET monthly cash out by DATE, claiming MONTHS of runway. Here is the cash model, the hire freeze list, the vendor and contractor cuts, the scope we will stop funding, the board draft, the leadership cascade, and the objections finance and people partners already raised. Where is the runway math soft, the freeze incomplete, the scope cut mismatched to the metric we still promise, or the duty to the people and vendors who change missing before we send?" Attach the drafts and the known objections when you can. Do not paste secrets, personal compensation details, or selection notes you should not put in a third-party tool. When counsel or finance say something must stay offline, keep it offline.
Grok goes first. Perplexity reviews with that draft in view. ChatGPT, Gemini, and Claude follow in order. Each pass can keep, fix, or refuse. You get a final answer and can open earlier passes. The product bet is not that five models invent the right burn number or the right raise timing. It is that skipped edge cases and soft premises are harder to ship unnoticed when later labs have to look at them.
Architecture: Sequential vs parallel AI. Category map: Multi-model AI review. Fair single-model contrast: Pingpong vs ChatGPT.
What to listen for in the middle passes
Treat independent convergence as a stronger signal than polite agreement. If three later models keep challenging the same clause (runway that assumes a raise, burn that ignores one-time cash hits, a freeze that leaves contractor spend untouched, scope cuts that break a board metric, a "last cut" promise you cannot keep, a board note that diverges from the leadership cascade), that clause is your checklist, not a reason to force a synthetic consensus.
Treat unresolved split the same way. One model may want a smaller cut and a faster raise path; another may want the headcount question settled before any runway claim goes to the board. You still decide. Pingpong does not replace your judgment, your CFO, your board obligations, your people partners, or a real conversation with the managers who will deliver the freeze and the stopped work. It pressure-tests the AI-shaped burn story you were about to trust.
Decision reliability framing (not uptime SLAs): Extreme reliability. Clarification of the "insurance" metaphor: Decision insurance.
When to skip the chain
Skip it for exploratory "someday if the round slips" sketches, sandbox cash models nobody will send, and early vendor brainstorms with no audience attached. One strong model is enough when being wrong costs almost nothing. Save the free eligible review for the packet that is hours from a board update, a hire freeze email, a vendor cancellation wave, or an all-hands that will name what stops. Role pages if the decision is not yours alone: founders, executives, teams.
Related commits
Cluster hub: before you commit. Closest neighbors: before you announce layoffs (announcement once people leave; not legal or HR advice), before you raise (capital as alternative or companion; not financial advice), before you hire (one offer), stress-test your hiring plan (growth headcount before lock; not business or HR advice), before you reply to the board. Same handoff, other irreversible moves: before you reorg, before you let someone go (not HR or legal advice), before you pivot (not business advice), before you kill the feature (not business advice), before you sunset (not business advice), before you change pricing, before you sign the term sheet (not legal or financial advice), before you acquire (not legal or financial advice), before you partner (not legal advice), before you sign the contract (not legal advice), before you launch, before you enter a new market (not business advice), before you change your ICP (not business advice), before you post, before you send the letter (not legal advice). Pattern page: catch AI mistakes before you commit. Founder role: for founders. Exec role: for executives. Chooser: when to use Pingpong. Continue on Plus or Pro.
Plans
Your first eligible web review is free. Further web reviews need a subscription. Web Plus is $19.99/month. Web Pro is $124.99/month. iOS lists three free Pingpongs, Plus at $24.99/month, and Pro at $59.99/month (yearly options appear on the App Store). Confirm the live plan at checkout. Details: plans and pricing. Related: Is Pingpong worth it.
Run it before the board note
Take the cash model, the hire freeze list, the vendor and contractor cuts, the scope you will stop funding, the board draft, and the leadership cascade. Restate them as one decision question. Run the default Pingpong order once. Keep what survives. Fix what later models break. Escalate what they cannot settle to a human who owns the cash decision and to counsel or people partners when the cut includes employment consequences. Start with the free eligible web review on pingpongit.com. If the chain earns a place before your next burn lock, choose Plus or Pro under Plans (web Plus $19.99, web Pro $124.99; iOS Plus $24.99, Pro $59.99). Or start on the App Store.
Again: not financial advice. Not business advice. Not legal, HR, or medical advice either. Hole-finding on your burn packet is not a substitute for a founder, CFO, board, people ops, employment counsel, or a licensed advisor. If you are in distress, talk to a person who can help; this product is for decision review, not crisis care.