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Gothink AIR · intelligent document processing · v1.1.0

Documents in. Page‑cited records out.

One runtime reads your document estate into validated records — with the page behind every field.

Score your documents → Request a sandbox
Lineage to file · page · region Confidence gates & named reviewers gothink Cloud · your VPC · air-gapped
In pilot
precision is measured on your own documents in the pilot
100%
lineage coverage, every value to its page
5 layers
one signed image, one version
0
customer-specific branches
The layer, stage by stage

Ingest. Clean. Classify. Govern. Serve.

One owner across all five — in your tenant, or inside your own boundary.

1

Ingest

From everywhere it hides

2

Clean

Readable, layout intact

3

Classify

Typed onto your schema

4

Govern

Gated, verified, cited

5

Serve

Published once, with lineage

From

  • Shared drives
  • Mailboxes
  • Scanning queues
  • Supplier portals
InPDFs, scans, audio, transcripts, filings
OutA catalogued, de-duplicated queue

Stage 01 · Ingest

Connectors your sideNothing uploadedMultimodal

Capture from every place documents live.

Stage 04, up close

The score decides who touches it next.

Nothing under the bar reaches your database on its own.

  • Thresholds set per field, by your risk function
  • Held values go to a named reviewer, page attached
  • Every correction becomes a labelled example
Straight throughmeasured in the pilot
Routed to a reviewerevery held value
Lineage coverage100%

No run figures are published until measured on your documents.

What is in the runtime

Everything ships in one signed image

Same version on gothink Cloud, your VPC or air-gapped. Nothing held back for a pricing ladder.

Five-layer pipeline

Ingest to serve, one owner. No manual hand-offs.

Model runtime

A model tuned on your estate, inside your boundary.

Confidence gates

Below threshold, a value abstains instead of guessing.

Exception queue

Each hold to a named reviewer, reason and page attached.

Lineage store

File, page and region behind every value.

Command centre

Throughput, straight-through rate, backlog, cost per document family.

Eval harness

Scores any release against ground truth your experts labelled.

Connector library

Released, versioned sources, masters and targets.

Optim, underneath

Routing and spend metering inside the pipeline. Not licensed separately.

About Optim →

Industry packs, alongside

Schemas and starting-point gate defaults per estate; a labelled reference document for five packs. Versioned separately.

What is in a pack →
Configuration, not code

What is yours is data, not a fork.

Every customer runs the same version. This is the whole list of what differs.

A request that cannot be generalised is declined, not forked.

Schemas & field definitionsconfig
Confidence thresholdsconfig
Validation rulesconfig
Reviewer routingconfig
Connector wiringconfig
Your eval set · yours to keepdata
Correction data · yours, exportabledata
A branch of the runtimenever
What it feeds

Build the pipe once

Every consumer reads the same governed record. No more arguing about the number.

Your documentsany estate, any format Governed record typed · gated · page-cited published once System of recordERP, CRM, master data Assistants & searchentitlements intact, cited to the page Agents & automationstyped tools by API Audit & reportingevery value with its source page Your documents Governed record typed · gated · page-cited System of recordERP, CRM, masters Assistants & searchcited to the page Agentstyped tools by API Auditsource page per value
In v1.1.0

Ask it. Keep it current.

AIR answers questions, notices amendments and keeps your vocabulary up to date.

AIR Playground product screen: a cited answer labelled internal data only, with its source document and Witness receipt
Product screen · AIR Playground with demo data

AIR Playground

Ask your documents. See what was used and what left.

Amendments

New versions flagged, not duplicated.

For your agents

Agents read the same governed store over MCP.

Business ontology

Vocabulary kept current — scored, approved, reversible.
By industry

One pipeline. Every estate.

The layers never change. An industry pack adds the schema and starting-point gate defaults; your ground-truth set is built in the pilot.

Wealth management

Trust deeds, ACAT packs, held-away statements.

Pack statusShipping

Insurance

Submissions, SOVs, loss runs, FNOL packs.

Pack statusShipping

Asset management

Side letters, capital statements and K-1s (draft document types).

Pack statusShipping

Real estate

Commercial leases, rent rolls and draw requests.

Pack statusDraft

Banking & payments

Account packs, loan files, KYB, disputes.

Reg E dispute clock, business days10

Prime brokerage

PBAs, ISDA schedules, lock-up addenda.

Pack statusShipping

Private banking

Trust deeds, source of wealth, KYC packs.

Pack statusShipping

Industry packs

13 packs ship in the US edition and 8 are drafts; none is yet measured on a customer’s labelled documents.

See the packs →
Your licence

Software, not a project

Priced per unit (document, decision, receipt), never per seat, plus an annual platform fee; quoted after scoping. Pilots are free.

Included
  • Signed releases as changes are approved, and security patches, with an SBOM
  • Offline bundles for air-gapped estates
  • The connector library, maintained and versioned
  • Control plane: accuracy trend, drift, review queue, lineage
  • Support — 24×7 severity-1 on Sovereign
Add-on
  • Industry packs, updated when forms change
  • Operate — recalibration and drift handled for you
  • Extend — new document types, scheduled
  • Assure — a quarterly accuracy attestation (planned)

A year with Gothink AIR

  • Days 0–90

    Free pilot

    Three gates: Prove (days 0–30), Expand (31–60), Industrialize (61–90), stopping at day 90 if targets are missed.

    gothink + your team
  • Every week

    Recalibration

    Reviewer corrections improve the extractors, where they run.

    your reviewers
  • As approved

    Signed releases & pack updates

    Packs update when a form or rule changes.

    gothink
  • Every quarter

    Accuracy attestation (planned)

    Audit pack and lineage report for model risk.

    Assure
  • Month 12

    Annual review

    If you do not renew, nothing switches off.

    both
How it starts

Don't take our number. Generate yours.

Step 1 · free

Score us

25 of your documents, labelled by your experts. Keep the report.

Step 2 · free, 90 days

Pilot

Prove (days 0–30), Expand (31–60), Industrialize (61–90), stopping at day 90 if targets are missed.

Step 3

Run software

Go live with your configuration and correction data handed over.

See what AIR reads from your documents.

Send a sample. Get back scored, page-cited fields — before you buy anything.

Score your documents →How the licence works