What shipped.
By date, one line each. A line is added here when the change is on a screen.
2026
- Add to Slack, and results by webhookPick the Slack channel on Slack's own page. A call or chat platform posts each result to its own address.
- Platform is priced case by caseAsk on Plan & billing, and we send the price and an order form.
- What good looks likeSpend per person, caching, owned spend and retries, beside your own best month and cited published figures. Companies your size appear once five of them share their figures.
- Every leverEvery known way to cut AI cost, in eight groups, each with where you stand: found, checked and clear, the data it needs, or not built yet.
- LiteLLM, read deeperExact repeat requests and the same model on a cheaper deployment, from the gateway's identifiers. Prompt levers now read gateway rows too. Never the content.
- How a saving is provedEach opportunity shows its steps: found, approved, changed, measured, verified, with who and when.
- View asThe Overview for an executive, finance or an AI platform team, from the same figures.
- Ask says what stands outEach answer leads with the facts the engine found, and draws its splits as bars.
- Where this month lands, and the assumptions behind itThe month running against its budget: pick 30 days, 90 days or six months, move growth, model mix, vendor prices, seats and the approved changes, and read each budget beside its month end.
- Budgets on any line the business is organized byA budget can sit on a department, a business unit, a project or a vendor as well as an agent, a team or a model.
- Where every budget lands at this paceOne table for every budget: spent, left, and where the month ends at last week's pace, with what is about to go over first.
- Budgets on a team, a model, and on tokensA policy can name a team, a workflow or a model, and can count tokens as well as dollars; each limit comes from that team, model or vendor's own recent spending plus 20%.
- Prompt size, from the shape and never the textA prompt seen running leaner elsewhere is evidence; the context attached at runtime is priced, and no prompt is ever read.
- A view of the estate, with its own channelName a team's part of the estate; Spend shows only that part, and its alerts go to the channel the team lead reads.
- Your rate, not the list rateA negotiated discount or your own per-million rates, entered once; the whole period re-prices and the bill still decides.
- Team, department, business unitThe levels above the team, read fresh each time; Spend groups by any level, and every level adds up to the same ledger.
- Shared costs, divided six waysA shared key or a platform cost, split evenly, by spend, by a meter, by set percentages, at an internal rate, or by what each team produced.
- A rule's history, with a diff and a restoreEvery version of an attribution rule is kept as it was; the history says what changed; an older version restores as a new one.
- The spike with its cause, pacing per budget, the month at this paceEvery spike is circled, and the first names the workflow that caused it; a budget says where it ends and on which day it goes over.
- Spend Explorer compares with the period beforeThe same number of days before this period, not two halves of it; cost, tokens or requests on one toggle; tokens split by type with their cost.
- Alerts have a lifecycleOpen, addressed or ignored, with who and when, on the change log. Opportunities filter by status.
- Opportunities into Jira; Teams beside SlackAn approved or assigned opportunity becomes one Jira issue, once. The channel takes a Slack or a Teams webhook.
- Ask inside Claude Code, Cursor and ClaudeA read-only MCP server, one key per organization for the editor and sign-in for the chat.
- Card checkout, and pricing settledPlatform by card. Starter is free at any spend.
- Enterprise: one P&L across organizations, the change log, nightly export, SAML and SCIM, enforcement eventsWhat a group needs and a single estate does not.
- Seven watches after every syncAfter the nightly sync: the spike with its cause, budgets, policies, the queue, drift, the week and the close, to Slack and by mail, each said once.
- Starter and the Platform tierLocked screens print their real headline; Ask answers discovery questions free.
- Connection by consent, Salesforce firstOAuth for the sources that offer it; the key form stays for the rest.
- Opportunities into SlackEach new opportunity posts with its expected saving and a link to its evidence.
- The price ladder on the Scenario LabThe exact tokens of a group of AI calls, priced on every model on the rate card.