The assistant that has read everything written by your company.
It connects to the company's documents and stays connected. Every claim in every answer names the document it came from.
What did we commit to in the Northwind Q3 retainer?
Assistant
Twelve shoot days and three revision rounds per deliverable1. The autumn brief asks for a fourth cut and a second aspect ratio — outside the retainer, billable at the standard rate card2.
Benchmarked against a real 69-page funding guide.
- correct answers
- 24 / 25
- points on the protocol's rubric
- 48 / 50
- fabricated answers
- 0
A public 69-page funding guide — ADR Centru, Regiunea Centru Programme 2021–2027, Action 2.2, DRAFT 1. All 25 questions were written into a protocol before the run. Two of them asked for information the document does not contain: the exchange rate and the submission deadline, both left blank in the draft. Neither produced a figure. One question was missed, and the page says which.
The answer already exists somewhere in the company — in a contract signed two years ago, in a thread nobody can find, in a procedure that lives in one person's head. Temiro surfaces it in seconds.
It doesn't just answer. It produces.
A scheduled task runs Mondays at 08:00, with nobody asking: it reads the hours tracker, the contract and the rate card, finds the unbilled overrun and writes the document into your Drive folder. Found money, not owed money.
It writes only where you allow it: Drive write permission ships off and is enabled explicitly, per company.
Scheduled tasksWeekly, Mondays at 08:00
How many hours did we work beyond the contract?
- tracker-proiecte.csv45 h budgeted · 52 h logged
- contract.mdoverrun bills at the standard rate card
- politica-rate-card.mdWeb / development: 320 RON/hour
Unbilled hours — Rezidia Imobiliare
- Hours included (contract)
- 45 h
- Hours logged (tracker)
- 52 h
- Billable overrun
- 7 h
- To invoice, at 320 RON/hour
- 2,240 RON
created in Drive · Google Doc
See what your company knows — literally.
From the connected documents, Temiro compiles a living map: sources, concepts, entities and the links between them. This is what the assistant searches when you ask.
01
Knowledge graph
224 pages · 691 links
- Pages
- 224
- Links
- 691
- Groups
- 5
- Density
- 0.028
02
- Sources53
- Concepts86
- Entities75
- Indexes5
- Stubs5
Live in two weeks, without anyone changing how they work.
Files stay where they are. Nothing to migrate, nothing to reorganise, no new tool to learn.
Connect Google Workspace or Microsoft 365
Point us at the folders and the mailbox that matter. Files and mail stay in your account — Temiro only reads from them.
We index it
Contracts, procedures, quotes, correspondence. Access tiers are configured per team and the assistant goes live. Nothing to do on your side.
Ask in plain language
Type the question the way you would ask a colleague. You get the answer and the document it came from.
Two weeks from the first call to a team using it daily.
The questions that currently cost somebody an afternoon.
Every one of them is already answered somewhere in the company's files. The only variables are how long it takes to find it, and who you have to interrupt to ask.
- What warranty did we commit to in the Alfa Distribution contract?
- What is our return procedure for damaged goods?
- What did we agree in the last renegotiation with this supplier?
- Which payment terms apply to this client?
- Have we quoted this scope of work before, and at what price?
- Which contracts auto-renew this quarter?
Your data stays yours.
The first question every buyer asks is what leaves the company. The answer is that there is no route out.
Your own API keys
The app runs on the company's own keys — for the model and for semantic search alike. Usage is billed to your accounts, and the calls go out on your keys rather than ours.
Per-team permissions
Org-wide, team and private tiers. An agent only reads what the person asking is allowed to read.
Spend cap
Set at install time and enforced server-side. No surprise invoice at the end of the month.
PII screening
National IDs, IBANs and email addresses are detected and redacted before anything reaches a model.
Tenant isolation
Every row and every query is scoped to a single company, enforced in the database.
Documents stay in your Google Drive or OneDrive. Temiro reads and indexes them for search — the original never moves.
Google Workspace or Microsoft 365. Nothing to install.
Your documents in Drive, OneDrive or a SharePoint library, your mail in Gmail or Outlook and your calendar stay exactly where they are. Nothing has to move into a new system.
Google Drive
Gmail
OneDrive
Outlook
Files and mail stay where they are
Connect the folders and the mailbox and Temiro keeps them in sync. When somebody updates a file or files an email in a watched folder, the assistant knows. Nothing is uploaded by hand.
A funded route to market.
Romania's regional SME digitalisation programmes fund software as an intangible asset — the one category such a project is required to contain. Temiro is sold as a perpetual licence plus implementation, which is how it reaches buyers who would not otherwise procure an AI tool at all.
The questions that come before the first call.
Documents stay in your Drive or OneDrive — Temiro reads and indexes them for search. Model calls go out on your own accounts, national IDs and IBANs are redacted before anything reaches a model, and every company is isolated at the database level.
No. You connect the folders that matter and Temiro stays connected: what lands in a folder today can be asked about tomorrow. Nothing is uploaded by hand and nobody changes how they work.
Yes — text recognition for scanned PDFs is switched on at install time, wherever the archive needs it.
Your data exports on request, in open formats. If hosting ever ceases, we commit to handing over the application in deployable form with documentation, on 30 days' notice. And the originals never left your Drive or OneDrive.
A licence plus implementation, on one invoice — not a subscription. The amount depends on document volume, so we don't put a price on a page: it is set on the 30-minute call. In funded projects the licence enters the dossier as an intangible asset, with the beneficiary covering only the co-financing.
ChatGPT hasn't read your contracts. You can upload it a file, but you can't hand it the company's whole Drive with per-person permissions — in Temiro everyone sees only what they're allowed to, configured rather than trusted. And when the answer isn't in the documents, it says so instead of guessing.
See what your company knows.
Tell us what kind of documents you have and we will show you Temiro searching them. No sales deck.
hello@temiro.ai