A quoting surface inside dira cloud that prices future work from your own recent, evidenced deliveries — ranges only, never a single confident number.
Leverage varies tenfold by work type, and gut feel calibrated on pre-agent velocity is dead. You are mispricing in both directions and can't tell which.
What you are quoting, in your own words, before any number appears.
Miara suggests past deliveries; you accept or reject each one yourself.
Computed only from confirmed comparables, always shown with n and spread.
Every other estimation tool answers whatever you ask it. That's why nobody trusts the answer. Below three confirmed comparables, Miara says so and stops.
Every delivered quote is scored against what actually happened — hit-rate over time, drift by client and by work type.
Every hour dira captures today is a comparable miara prices from tomorrow.
See the whole chain →Agent leverage broke every estimate you had. Miara rebuilds your unit of estimation out of the only honest material available — your own recent, evidenced, shipped work.
Leverage varies tenfold by work type, and gut feel calibrated on pre-agent velocity is dead. You are mispricing in both directions and you can't see which.
Honest engaged hours fall as leverage rises. Accurate tracking alone makes you provably cheaper — the insurance-product trap.
The right model for the agent era — and nobody can size it. Leverage on a CRUD screen is nothing like leverage on a migration.
The only honest unit left is what you recently shipped, with evidence attached. Which is exactly and only what dira already holds.
The quotable unit, named at quote time and bound to evidence by repo, branch and PR. Your invoice lines already group work after the fact — a deliverable is the same grouping, declared before.
A past deliverable you confirm as similar. Miara suggests candidates from anchored commit messages, diff shape, repo and client — and never auto-selects a single one.
Computed only from confirmed comparables, always shown with n and spread. Below three, Miara refuses to speak — and tells you precisely which history is missing.
Every other estimation tool answers whatever you ask it. That's why nobody trusts the answer. With fewer than three confirmed comparables, Miara returns no number at all — just the shortest path to being able to answer next time.
A quoting surface that sits next to your invoices, sharing the same clients — because the evidence it needs is already there.
Name the deliverable and the client. One sentence.
Accept or reject each suggested comparable yourself.
Engaged, agent and compute — with n and spread attached.
Set a number and watch live margin against evidenced cost.
Sessions attach automatically. Quoted vs actual, forever.
Every delivered quote is scored against what actually happened. Hit-rate over time, drift by client and by work type — self-grading estimation tools simply do not exist in this market. Ten calibrated quotes in, your pricing history is an asset that exists nowhere else.
No product in the suite ever states an opinion — only records that can be checked. These are the places that rule bites hardest.
Where hallmarks exist, fineness becomes a comparability filter: two engaged hours at 585 with inferred authorship is not the same commodity as two hours at 750 under heavy supervision. Optional, purely additive — Miara works without it.
miara has no compliance obligation of its own — it prices work. But governed work costs more hours than ungoverned work, and somebody is currently absorbing that difference as lost margin. Two real connections, and no more than two:
And what miara will not do is price a compliance programme it has no comparables for. Below three confirmed similar deliveries it returns no number at all — which, for a category this new, will be the honest answer for a while yet.
The full article-by-article mapping →Not a separate product to buy, learn, and reconcile. The same clients, the same evidence, one tab over.
Local tracking and offline reports stay free forever. No quoting, no calibration.
Quoting, evidenced ranges and calibration — the honest answer to "why would I upgrade from free."
Invoice lines record their deliverable grouping today — so Miara ships with calibrated history, not a cold start.
Every hour dira captures today is a comparable miara prices from tomorrow.
Start with dira free →