Spend less on AI —without shipping 27% workflows.
AI bills compound, seats sit unused, and multi-step agents quietly fail end-to-end while every per-step metric looks fine. This bundle is the three tools that get all of it under control: forecast the blowout, reclaim the waste, and keep what’s left reliable. Three RedHub tools, one standard, $48 less than buying them separately.
Per-token prices fell. Your AI bill tripled anyway.
The cost shock isn’t the sticker price — it’s the compounding nobody models. Agents repeat queries and the bill grows even when usage doesn’t. Seats get provisioned for a project and never pulled. And the multi-step workflows you’re paying for fail end-to-end far more often than any single step suggests.
Each of those is invisible in the obvious metric, and each has its own fix. This bundle puts all three reads on your AI cost base in one place — so "is our AI spend under control, and does what it buys actually work?" becomes a question you can answer with numbers.
Three tools. One cost-control layer.
Each tool is the same full product sold on its own page — workbook, runnable logic, and worked example included, nothing trimmed for the bundle. Click any card to see the individual product page.
AI Burn-Rate & Budget Blowout Forecaster
Project your AI spend forward across the budget year and find the month you blow it — with a runaway-growth gate and the monthly cap that lands you back on budget before the bill comes due.
View productAI Seat Right-Sizing & Waste-Rate Scorecard
Score every seat on one AI tool's roster — KEEP / DOWNGRADE / RECLAIM — with a dead-seat gate that forces RECLAIM on licenses nobody uses, and a fleet waste rate that surfaces what the average hides.
View productAI Agent Quiet-Failure & Drift Monitor Kit
Reveal each multi-step agent's true compounded success rate (an 8-step chain at 85% per step succeeds just 27% of the time), catch quiet drift, and verdict every workflow STABLE / SHORTEN / CHECKPOINT.
View productBought separately: $177 · Bundle: $129 — save $48.
Forecast the spend, cut the waste, keep it reliable.
See the spend coming
The Burn-Rate Forecaster projects your AI bill forward and names the month it blows the budget — so the cost shock is a decision in month four, not a surprise in month eleven.
Cut the waste inside it
The Seat Scorecard works one level down — inside the tools you keep — and reclaims the licenses nobody uses. The forecast tells you you're over; this tells you which seats to pull.
Keep what's left reliable
The Drift Monitor makes sure the agents you're paying for actually work end-to-end — catching the compounding quiet failures that no per-step metric shows. Cheaper and reliable, not cheaper and broken.
Cut the bill the wrong way and you ship a cheaper, broken stack. Together these three cut cost and protect reliability — the only kind of saving that holds.
Numbers you can defend, not a dashboard you'd hope is right.
A cost tool is only worth running if it refuses to round a real problem away. Every tool in this stack holds the same RedHub standard — surface the exposure, name exactly where it is, and end in a decision you can act on this week.
Your numbers, no invented benchmarks
Every verdict comes from the numbers you enter — your spend, your seats, your agents. No baked-in industry average doing the work, and nothing uploaded. Same inputs, same answer, every time.
The gate beats the average
Each tool refuses to let a real problem hide behind a healthy-looking mean — a runaway trajectory, a dead seat, a chain too long to be reliable. The exception is the signal, not the outlier you'd round away.
Decision aids, not dashboards
These don't just chart the problem; each one ends in a call — cap here, reclaim that seat, shorten this chain. A working aid for the spend and reliability decisions, not a guarantee or a live integration.
For everyone who owns the AI bill — and the blame when it breaks.
Founders & operators owning the AI line item
The bill grew, the budget didn't, and you own both. This is the set that tells you where the money's going and whether what it buys actually works.
Finance & ops leads chasing AI overruns
Forecast the blowout, reclaim the dead seats, and confirm the agents you're funding are reliable — three reads on the same AI cost base, one purchase.
Teams running agents in production
When 'it worked in testing' becomes a confused customer, the Drift Monitor catches the compounding failure — and the other two make sure you're not overpaying for it.
One purchase. Three tools. Save $48.
- AI Burn-Rate & Budget Blowout Forecaster$49
- AI Seat Right-Sizing & Waste-Rate Scorecard$79
- AI Agent Quiet-Failure & Drift Monitor Kit$49
- Bought separately$177
Need the developer-grade reliability stack too? The AI Reliability Bundle packages the four LLM dev tools for CI. See all RedHub bundles for the full set.
Answers before you ask.
Three RedHub tools that keep AI spend and reliability under control: the AI Burn-Rate & Budget Blowout Forecaster ($49), the AI Seat Right-Sizing & Waste-Rate Scorecard ($79), and the AI Agent Quiet-Failure & Drift Monitor Kit ($49). Bought separately they total $177; the bundle is $129, so you save $48.
Because controlling AI cost is three jobs, and each tool owns one. The Forecaster tells you when your overall spend blows the budget. The Seat Scorecard cuts the waste inside the tools you keep — the dead licenses the forecast can't see. The Drift Monitor makes sure the agents you're still funding actually work end-to-end, so you cut cost without cutting reliability. Run together, they answer 'is our AI spend under control, and is what it buys reliable?' in one pass.
Yes. The bundle includes the full, individual products exactly as sold on their own pages — each one's workbook, runnable logic, and worked example included. Nothing is trimmed for the bundle; the discount is the only difference.
No. Each tool stands alone and is sold on its own page. The bundle is for teams where AI cost and reliability are a recurring concern and two or more of these fit how you work — then the discount makes taking the set the obvious move. If only one fits, buy the one.
No live integration. You bring the numbers — your spend and growth rate, your seat roster, your agents' step counts and reliability — and the workbooks do the rest. They're deterministic and offline, so they run anywhere and nothing is uploaded. Decision aids for the spend and reliability calls, not a guarantee of any outcome.
30-day no-questions refund on the bundle. Run the burn-rate forecast and the seat scorecard against your real numbers this week. If the set doesn't pay for itself in spend you can see, email us and we refund.
Cheaper and reliable,
not cheaper and broken.
Forecast the blowout, reclaim the waste, and keep the agents reliable — three reads on your AI cost base. $48 less than buying them separately.
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