Every CEO wants ten times the output. Every CFO wants a smaller bill. VibeSave delivers both from one gateway in the request path: Engine 1 enforces the AI bill down 30–40% ◌, Engine 2 multiplies what each employee ships ×2 → ×10 ◌ — closed monthly on one screen. No savings, no fee.
Built by AWS · Meta · Microsoft · Walmart alumni — we've operated systems bigger than the companies we sell to.
Live math, directional ◌ — replaced by your measured monthly close from month one
of enterprises say AI costs exceeded original projections » FinOps Foundation, 2026
the average enterprise AI budget, 2024 → 2026 — bills up ~320% while per-token prices fell ~98% » TNW. Volume, not price, drives the bill.
burned by one company in a single month — no usage limits set » Axios, 2026
Uber rolled agentic coding tools out to ~5,000 engineers — and burned its entire 2026 AI budget by April » Forbes. Power users ran $500–$2,000 a month; the CTO logged $1,200 in a single two-hour session » Fortune. The patch was a tourniquet — a $1,500/month cap per employee, per tool » TechCrunch — even as Uber's COO conceded the productivity link "is not there yet." Walmart, Amazon and Cisco have followed with caps of their own ».
the month the full-year 2026 AI budget ran out » Forbes
one executive session, two hours » Fortune
the cap — punishing the best users instead of governing the spend » TechCrunch
The cause is behavioral, not technical: every task ships to the priciest model, and nobody can prove what the spend produced. Cloud got FinOps. AI got a dashboard nobody is accountable to. Caps punish your best users. Governance pays for them.
The bill compounds — 6× in two years while token prices fell 98% ». The board asks what the spend produced; the dashboard shrugs.
Uber’s answer: $1,500/month per employee ». Spend flattens — and your best users hit the ceiling first, while the productivity link stays unproven ».
VibeSave routes, caches and enforces per team — and measures output per employee. The bill falls 30–40% ◌ while throughput climbs, and the monthly close proves both.
The only option that pays for itself"Every AI vendor is paid to sell you more usage. We are the only vendor paid when you spend less and produce more."
the bill down · the output up · one screen, closed monthly
VibeSave connects read-only in a day and earns its way into the request path. Engine 1 cuts the bill — enforced, not suggested. Engine 2 multiplies output per employee — measured, not assumed. The design target: 10× output per seat at a fraction of today's spend ◌.
engineers · analysts · ops
+ their agents
OpenAI · Anthropic · Bedrock
Azure · self-hosted
Read-only metering connects in a day · enforcement is opt-in, per team — teams graduate into the gateway, nothing is forced on day one
Read-only connectors to every provider and gateway, live in a day. A cost ledger per team, per workflow, per model — the Week-One Cost X-Ray that opens every deal.
Right-size routing — 38% of calls off frontier models, $2.31 vs $18.40/M precedent » 2.4B-call analysis — plus caching, hard budgets, runaway-loop kill-switches. Enforced in the request path, not suggested in a dashboard.
The 10× layer: a leverage score per team, coaching and playbooks in the flow of work, a curated prompt-and-agent library. Same headcount, multiplied throughput — measured, so the COO question finally has an answer.
Budgets, policies, approvals — and a monthly close: verified savings reconciled to the provider bill + the output-lift report, signed by a named owner. No savings, no fee.
A bill that falls month over month — every dollar of savings reconciled to the provider invoice and signed off by a named owner on your side.
Governance without tickets — one gateway instead of per-team keys; budgets, routing and kill-switches enforced in the request path, quality shadow-scored.
The productivity question finally answered with a number — a leverage score per team, and coaching in the flow of work that moves it.
Simulated traffic through the VibeSave gateway. Flip governance off to watch the same work run at frontier prices — flip it back on to watch routing, caching and kill-switches claw the bill back in real time.
Simulated traffic for illustration · your console runs on your live cost ledger, reconciled to the provider invoice
Rough numbers are fine — the Week-One X-Ray replaces every estimate below with measured data from your own provider bill.
Thirteen weeks, two hard gates, kill criteria attached. Week One sells — the Cost & Leverage X-Ray is the sale. Billing turns on only at the first monthly close.
◆ the two gates have no override — not even by us
No savings, no fee — in the contract. And the Day-90 bar, in writing: verified savings must clear 3× our fee → paid annual and a named case study. Below the bar — we publish that too.
We onboard one company at a time — the people who built the gateway run your deployment. Seats are held 7 days pending the X-Ray scoping call.
No credit card. No commitment until the SOW. The Week-One X-Ray of your bill is yours to keep either way — 30 minutes with a founder to scope it.
The founders see this the moment it arrives. A confirmation lands in your inbox with the scoping-call link — your seat is held for 7 days.