What we do, and what we'll take. One rule decides what's on this list: the work has to be done and checked by machine — AI models running on our own hardware — start to finish, without a person reading or watching your content. Send the file types listed for your job — anything else is refused before it runs, and you are not charged. If a file of the right type can't be read, you'll be told which one and why, and the rest of the job still runs.
PDF · DOCX · ODT · RTF · TXT · MD · PNG · JPG · JPEG · TIFF · BMP
Scanned documents and images converted to searchable, usable text.
Structured data pulled out of PDFs and forms — tables, fields, and text.
Known personal-data patterns found and redacted automatically. You get the detection report alongside the result, so you can see what was caught rather than take our word for it.
Clauses, dates, amounts, notice periods and governing law pulled out of contracts into a structured summary. Not legal advice.
Documents translated by machine on our own hardware. No human translator checks the result, so review anything that matters.
WAV · MP3 · M4A · FLAC · OGG · MP4 · MOV
Audio to accurate text, processed locally — recordings never leave our hardware.
Caption and subtitle files (SRT and VTT), timed to the audio.
Who spoke when across a recording — a timeline of speaker turns with real timestamps. Pairs with transcription.
PDF · DOCX · ODT · RTF · TXT · MD · XLSX · CSV · JSON
Spreadsheets checked: structure, missing values, outliers and duplicate rows reported, plus a clean converted copy.
Invoice data extracted and structured for accounts-payable workflows.
ZIP · TAR · TGZ · GZ
Checksum and corruption reporting across archives, so you find out whether your backups actually still open.
PDF · DOCX · ODT · RTF · TXT · MD · PNG · JPG · JPEG
PO data extracted, validated and structured for downstream workflows.
Receipts and expense documents extracted, classified and structured in batch.
Business documents classified and indexed by type — contracts, invoices, statements and other records sorted automatically.
MP4 · MKV · MOV · AVI · WEBM
Format conversion, resolution and bitrate changes, frame extraction, thumbnail generation and metadata removal. Verified mechanically — no human viewing of content.
Transcript, subtitle and caption files (SRT and VTT) from video, timed to the audio.
XLSX · CSV · JSON · TSV · ODS
Duplicate rows found, missing values flagged, outliers reported and a clean copy produced.
Format conversion, filtering, sorting and aggregation across large datasets.
PDF · DOCX · TXT · PNG · JPG · JPEG · TIFF
Summarization, classification, information extraction and named-entity recognition using AI models that run on our own hardware. No cloud inference, no third-party API call.
One price. You know it before you send anything, and it only changes if your files are bigger than the size you chose — and then only if you accept.
You're buying the finished job, not the compute — everything above is included in the number, not sold on top of it. The page and hour limits below are the boundary of each job, not the meter. No negotiation and no sales call. All prices are in US dollars (USD).
OCR, extraction, conversion, cleanup
Covers OCR, text extraction, table and field extraction, format conversion, document classification and PDF cleanup. The same prices cover contract review and translation.
This is not scanning, and not a per-page OCR tool: it is a finished job with evidence, run where nobody else sees your files.
What it replaces: retyping and proofreading 500 pages by hand is several days' work for one person.
contracts, invoices, POs, receipts, business records
Invoice processing, PO processing, receipt extraction and business record classification are each their own job at these prices. Contract review is priced under Document & PDF services above, by page count.
What it replaces: keying a hundred invoices by hand is a morning's work, and one mistyped total costs more than the job.
private, local — audio never leaves our hardware
Timestamped transcription, captions and speaker separation are each their own job at these prices. Files up to 2 GB each. Speaker diarization: add 40% to the tier price.
What it replaces: transcribing one hour of audio by hand takes most people four to five hours.
format conversion, compression, frame extraction
Format conversion, resolution and bitrate changes, frame extraction, thumbnail generation and metadata removal. Verified mechanically — no human viewing of content.
What it replaces: manual transcoding one file at a time, often with inconsistent settings across a batch.
subtitle generation, searchable transcript
Transcript, subtitle and caption files (SRT and VTT) timed to the audio. Speaker diarization: add 40% to the tier price.
What it replaces: transcribing and timing captions for an hour of video by hand takes several hours of focused work.
personal data found, classified and redacted
Detection report delivered alongside the cleaned files so you can see what was caught. Includes metadata sanitization and privacy audit.
What it replaces: finding and redacting personal data by hand across hundreds of pages is the work that most often gets skipped or done inconsistently.
cleanup, deduplication, validation, transformation
Covers spreadsheet cleanup, duplicate-row detection, missing-value flagging, outlier reporting, format conversion and transformation. Cleanup works across CSV, TSV, JSON, XLSX and ODS files; conversion works across CSV, JSON and XLSX.
What it replaces: cleaning a spreadsheet with tens of thousands of rows by hand is an afternoon's work with no guarantee of catching everything.
local AI models — no cloud inference, no third-party API call
Summarization, classification, information extraction, named-entity recognition, keyword extraction and topic classification. AI models run on hardware we own — nothing is sent to any cloud service.
What it replaces: the same task done by pasting documents into a public AI tool — which most firms have a policy against, because those tools keep copies.
integrity, repackaging, deduplication, inventory
Archive integrity audit, CRC-validated repackaging, duplicate detection, checksum verification, file inventory and corruption detection. ZIP, TAR, TGZ and GZ archives, any file count inside.
What it replaces: opening and verifying every archive by hand is the job that gets postponed until something is already lost.
A fixed price needs a defined edge, so here is ours. The published price covers supported document formats. The page limit counts every document page submitted across all files; an image file representing a single document page counts as one page.
The price depends on size alone. Material that is badly scanned, handwritten or damaged costs the same — it may simply come back less accurate, because recognition can only read what is there.
And no one reads your files to measure them. Our system counts the pages, documents or running time. If your files come to more than the size you chose, your upload link shows the published price for their real size — "173 pages: the up to 500 pages job, $199" — and nothing runs until you accept it. Nobody here has seen a single line of your content.
You are told before processing starts, never after. No quotes, and no surprises on the invoice.
Larger than the biggest published size? Contact us with the volume — if the hardware can do it privately, we will come back with a number. A kind of job not listed here isn't offered yet.
Pick it, and your upload link is on the screen. No reply to wait for.
Choose the kind of work and how much of it. The prices are the published ones above. The button opens the request page, where you pick the same job and get your private upload link straight away, with the price and the limits on it.
Nothing is sent from this page and no files are uploaded here. The button takes you to our request page — on our own machine, not a cloud service — where you enter your details and get a private upload link straight away. No waiting for a reply. Prefer email? Write to admin@neverenoughcompute.com and we will set it up by hand.
No mystery infrastructure. This is the whole list.
Every piece of this is hardware sitting in our building or software running on it. Almost all of it is open source anyone can inspect; the exception is NVIDIA's own driver and CUDA. No third party holds a copy of anything.
The models that read your documents and transcribe your audio run on NVIDIA silicon we bought outright, sitting in our own building. Dedicated machinery — ours, not rented by the hour, not a slice of somebody else’s cloud, and not an API call to a company that keeps a copy.
NVIDIA CUDA for the accelerated work and Python for the pipeline itself — the same tooling the research world uses, not a wrapper around somebody's API.
Ubuntu 24.04 LTS on both machines. A long-term-support release, patched, with nothing exotic underneath it.
Standard, published, widely-audited components: AES-256-GCM encrypts your working data, ClamAV screens what arrives, and processing steps on our main machine run inside a Bubblewrap sandbox with no network. Transcription runs on the processing machine, which has no route to the internet at all. Nothing here is a security scheme we invented ourselves.
Including the awkward ones. If an answer here is weaker than you'd like, that's because it's the true one.
You get a dated, numbered certificate naming the job and the method. Being straight about what that proves: it's our record, not an independent audit. What makes it more than a promise is the method — your data is encrypted while it's worked on, and the key is destroyed at the end, which is what makes the remainder unreadable rather than merely deleted.
Briefly, and less than most people assume. Once a job is finished the working data is gone and its key destroyed, usually within minutes of delivery. What remains is the finished package itself, waiting on your link so you can collect it — encrypted, and destroyed on our side once its window closes. While your job waits and runs, one unencrypted original stays on our own machine so a failed step can be run again, and the working copies sit encrypted in a workspace isolated from every other job. The windows, plainly: the time until your job finishes, and then however long your results sit waiting for you to fetch them.
Yes, it's AI — that's what does the reading, the transcribing and the extracting. And no, it doesn't learn from your files. Training and inference are two different things: the models arrive already trained, they run on our machines, they produce your result, and they are no more changed by your documents than a calculator is changed by a sum. There is no feedback loop, and nothing is sent anywhere to improve a service — the machine doing the work has no way to send it.
No person reads them either, and that isn't a policy — it's a constraint. Every service offered is one that can be done and checked by machine. Anything needing a human eye to come out right isn't offered, which is why the list is shorter than it could be.
This is the whole reason the business exists. Your firm probably already has a rule against pasting client material into a public AI tool, and that rule is correct. This is the same class of tool with the part that breaks the rule removed.
We won't notice, and we can't warn you. The same rule that stops us reading your content stops us catching that for you. Check before you send.
Not in the formal sense — there's no SOC 2 report or external certification, and claiming otherwise would be a lie. What you can do is ask exactly how something works and get a specific answer, and check the destruction certificate against the job you sent.
Not necessarily. Jobs are priced on volume, and every price is published. If price is the only thing that matters, a hyperscaler will beat us — they're selling processing, and processing is cheap. What you're buying here is different: knowing exactly who handled your files and for how long, that no person read them, and holding a dated record that they're gone. If none of that is worth anything on your particular job, use the cheaper option — you'll be fine, and we'd rather tell you that than take the work.
Two different things can go wrong, and they're handled differently. If some of your files can't be read, the job still completes — the readable ones are processed and the rest are named in a completion report with the reason. You might get back 94% and know exactly which three files didn't make it and why. If the machinery fails, nothing is delivered at all, because nothing was verified — a partial result handed over as though it were whole is the one outcome we won't produce. Your submitted files are held encrypted for up to 72 hours so the job can be run again, then destroyed whether it was or not. You're told plainly either way.
A processor that accepts responsibility for everything is describing a service that doesn't exist.
We act only on your documented instructions. We don't decide what your data is for, we don't repurpose it, and we don't judge its content. Everything we promise describes what happens on our hardware — it can't describe what happens before your files arrive or after your results leave, and being straight about that line is part of the promise.
The security of the processing environment: encryption at rest, isolation between jobs, sandboxed execution, malware screening, destruction of working data and of the key, and the accuracy of the records we issue about all of it.
Whether you're permitted to send us the data at all — consent, contracts, and whatever your regulator requires before data goes to an outside processor. We have no way to assess that and won't pretend otherwise. Also checking the output before you rely on it: automated extraction is fast and it is not infallible.
What you want done, what you're sending, and how results come back are agreed in writing first. We work from that document and nothing else — there is no "while we're in there" on this service.
A data processing agreement drafted under Florida law is available on request, before any work begins — including our obligations as a third-party agent under the Florida Information Protection Act. Ask and we'll send it.
Results come back on your private link, encrypted, with the password shown beside them. Being straight about what that is and isn't: the link is the secret, so anyone you forward it to can open your work. Sending work to us is covered the same way — your upload link encrypts every file in your browser before it leaves your machine. What we still cannot reach is anything upstream of that: the drive it came from, the account holding it.
Nobody here reads your content — which also means we can't tell you that you've sent something you didn't mean to send. The same rule that protects you removes our ability to catch that for you.
We destroy our working copy and certify it. We can't destroy yours — your originals, your backups, your sent folder. Where the results are stored afterwards, who sees them, and whether your own devices and accounts are sound is out of our hands entirely. If the weak point is upstream of us, nothing we do at our end reaches it.
Tell us what you need done — the work and the volume. If it's a fit, you'll get a straight answer on approach and timing. If it isn't, you'll get that too.
admin@neverenoughcompute.com hello@neverenoughcompute.comTwo addresses, both read by the same person. No contact form, no ticket queue, no bot.