Gothink AIR is a licence to a versioned runtime, your estate packs, and a fixed-price fitting. This page sets out what you buy and what moves the number — a figure scoped to your estate, quoted by the founder, not a sales team.
Every tier is the same runtime, same version — nothing held back to make a ladder. The tier you need is usually obvious in the first conversation.
Twenty-five of your own documents, typed onto a pack schema with a page reference behind every field, scored against a ground-truth set your people label.
The full runtime on gothink Cloud, in your tenant and region, under your keys. For one department getting a single document family under control.
The same runtime inside your own boundary, under your IAM and your keys, with the tuned weights contractually yours. This is the tier regulated buyers land on.
Air-gapped or public sector. Everything in Enterprise, plus an offline update channel, source escrow (offered, terms in draft) and on-site enablement.
No usage meter, no per-seat count, no surprise at renewal. Each line is priced against your estate, so numbers come from a conversation, not a list. Gothink Witness and Optim are inside the runtime line. Contact sales for a quote.
| Line | Type | What it is |
|---|---|---|
| Gothink AIR Runtime | Annual subscription | The five-layer pipeline, model runtime, exception queue, command centre, lineage store and eval harness. One versioned artifact, identical for every customer. Includes Optim routing and metering, and Gothink Witness decision evidence. |
| Estate pack | Annual add-on | Per-domain schemas, gates, validation and reference ground truth. Standard includes one, Enterprise and Sovereign include two; further packs are added at a per-pack rate and co-term with the licence. |
| Fitting | One-time, fixed price | Three weeks: estate assessment, schema mapping, threshold setting, ground-truth labelling with your experts, go-live. Fixed at signing, with a fixed end date. |
| Support | In the tier | Standard is business hours and portal. Enterprise and Sovereign are 24×5 with a named engineer and upgrade assistance. |
| Decision engine | Per decision | Governed decisions executed through the runtime, each one carrying its own signed receipt and its own cost line. |
| Sandbox | Free | Twenty-five documents, typed output with citations, and a score against a set you label. No contract, no call. |
The tiers above price a capacity band in advance. Enterprise can instead be priced per file cleared above the confidence gate, with the accuracy floor attached and exceptions not billed.
It suits seasonal or unknown volume and aligns the bill with a file nobody re-keyed. It is harder to price, and we offer it because a vendor who only sells capacity has an incentive you should distrust. We will not quote a cost per page — that rewards lowering the gate.
If you can answer these four, you will get an indicative figure in the first conversation, not the fourth.
gothink Cloud, your own VPC, or air-gapped. This is the single biggest factor, and it is a modifier on the licence rather than a rebuild charge — the image is the same in all three cases.
One family under control costs less than five. Each additional estate pack is a line on the order form, and packs co-term with the licence so renewals stay on one date.
Priced in bands rather than per page, so a busy quarter does not generate a bill you have to explain. Bands are re-declared at renewal, not metered in real time.
Business hours and portal, or 24×5 with a named engineer and upgrade assistance. Seat count never enters the calculation.
A document estate is not a seat count — firms of the same size can differ several-fold. So the model is public and the number is scoped: tell us the four things above and you will get a real figure, not a discovery process. What we will not do is price against how much you appear to need it.
Ask for an indicative figureA statement of work with a fixed fee and a date, not a retainer that discovers its own scope. Three weeks: schema mapping, gates, ground truth, then the pilot gate and go-live.
Fitting invoices against three milestones: kick-off, pilot gate, go-live. If Gothink AIR does not clear the gate criteria when scored against the set your experts labelled, the later milestones are never invoiced and you exit having paid the first only — in the statement of work, not offered in the room.
How the three weeks runThe model, the records and the lineage are yours permanently — export them, keep them, run them if you leave. What the subscription buys is not a stream of improvements. It is a guarantee that the asset still performs.
Accuracy is measured at go-live against your labelled ground-truth set, and re-measured every quarter. If it falls below the contracted floor, gothink retrains it at gothink’s cost, inside your boundary, and reissues the evidence pack. That is the product.
Own the asset. Insure the accuracy.
The floor is set per field family during fitting, against your labelled set, and written into the order form. It is not our benchmark number or an average across your estate — averages hide exactly the fields that matter.
New layouts arrive, forms change, regulators amend schedules — a model certified in March is quietly less accurate by November. Measurement is what you cannot do without us; retraining is what you should not pay for twice.
The weights, records, lineage and eval set stay yours and the system keeps running. What lapses is measurement, retraining, new schemas and support — so the asset stays yours and starts ageing. That is an honest trade, written down.
Trained on your documents, exportable on request, and covered by a contract clause that says so. Three years of your experts’ corrections accumulate into a model on your side of the boundary.
Every typed record and every page reference behind it. In your systems, in your formats, under your retention policy.
The ground truth your experts labelled. It is the thing that makes any future vendor comparison possible, and it leaves with you.
Regulatory forms change. Document families get added. The runtime ships quarterly. Stop subscribing and you keep last year’s version, running on last year’s schemas.
Estates drift. New document layouts arrive. Keeping accuracy where it was on go-live day is continuous work, and it is most of what you are subscribing to.
Named engineer, 24×5 on Enterprise, and someone to call when a promotion goes badly at 2am.
A promise of ownership is worth the paperwork behind it. This schedule is attached to every order form, and readable before you are in a sales process rather than after.
| Question | What the schedule specifies |
|---|---|
| What transfers | The tuned model weights, the typed records, the lineage store, the eval set your experts labelled, and the pack configuration as it stood at your last release |
| In what format | Standard open weight files with the tokenizer and config, plus records and lineage as documented schemas — not a proprietary export that only Gothink AIR can read |
| Under which licence | The base model is named in the schedule, and gothink warrants that its licence permits the derivative weights to be transferred to you and used without gothink. If a base model cannot support that, it does not go into the runtime |
| Runnable without us | Open weights run on ordinary inference infrastructure from several independent providers, or on your own. We will demonstrate the exported weights running outside gothink’s software before you sign, on request |
| What gothink keeps | The platform, the pipeline source, the base schemas and the pack IP. You own what was built from your estate; we own the machine that built it |
| When you can take it | On request at any time during the term, and on expiry. Not conditional on a dispute, a notice period or a final invoice |
| If gothink stops existing | Source escrow with defined release triggers is offered on Enterprise and Sovereign. The term sheet is drafted and no escrow agent is appointed yet, so ask for the current draft. Your deployment continues running in your account regardless, because it already was |
Tell us where it runs, how many document families and roughly what page volume, and you will get an indicative number quickly. Or see the software work first — the sandbox is free and needs no contract.