Self-hosted intelligent document processing
KognitCapture is a multi-tenant, self-hosted capture platform that replaces ABBYY FlexiCapture, ABBYY Vantage, Kofax/Tungsten, ChronoScan, Rossum and Ephesoft — with no per-page meter, no station licences and no module unlocks. Your documents stay on your hardware. Your bill stops moving when your volume grows.
Runs on Linux and PostgreSQL. Browser-only operator hubs — nothing installed on a desk. Tesseract, local GGUF models or thirteen remote LLM providers, switchable per project.
Switching from
Each page is a straight read: where that product genuinely beats us, where we beat it, and what the move actually costs. We publish both columns, because a comparison that only lists strengths is worth nothing to you in an evaluation.
The deep on-premises capture platform we were scoped to replace: Windows/IIS/MS SQL, FlexiLayout templates, thick-client stations, invoice packages.
Read the comparison →
Cloud IDPABBYY's strategic bet: skills-based, pre-trained, low-code, container-deployed — fast to value, priced per transaction, and the models are ABBYY's.
Read the comparison →
Conversion serverHigh-throughput page conversion rather than data capture: scan-to-searchable-PDF/A at volume with light indexing.
Read the comparison →
Incumbent · platformCapture for ingestion plus TotalAgility for orchestration, RPA and GenAI. Widest footprint in the market, and the price list to match.
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Template-free IDPCloud-only transactional document AI, part of Coupa. Its Aurora model reads unseen layouts without templates and learns from every correction.
Read the comparison →
SMB captureWindows desktop/server capture: zonal and dual-engine OCR zones, barcode, hot folders, bidirectional ODBC, AI extraction through your own provider key. Perpetual licence from ≈ €245.
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On-prem captureJava capture platform now inside Tungsten Automation, built around batch classes and automatic document classification — architecturally the closest peer in this market.
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Cloud OCR APIFive APIs returning text, forms, tables, queries and signatures as JSON, priced per page. No workflow, no templates, no operator UI — you build everything around it.
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AP specialistInvoice capture welded to the ERP: ReadSoft Invoices / Online plus Process Director inside SAP, matching live master data and posting in-system.
Read the comparison →
Why buyers move
Metered platforms charge roughly $0.02–0.10 a page (public list bands). At two million pages that is a page bill on top of a platform fee. Here recognition runs on your own CPU with Tesseract or a local model: the marginal cost of the next page is the electricity to read it. Use a remote LLM if you want to — tokens are logged and costed per tenant, and you decide which projects may call out at all.
Self-hosted on Linux and PostgreSQL, air-gap capable, with local GGUF models for both text and vision. Tenant → organisation → project isolation reaches down to the storage prefix, and every agent, API key and operator action lands in an audit channel. There is no licence server to phone home to, because there is no licence gate.
Scanning, processing and verification hubs are browser pages. Network scanners are driven server-side over eSCL, so a scanning desk needs a browser and nothing else — no thick client, no TWAIN driver rollout, no per-station licence. The hubs also embed into your own application behind an API key, which is how software vendors ship capture without building it.
FlexiCapture, ReadSoft and ChronoScan expect one deployment per customer. This platform was built tenanted: a service provider runs twenty clients on one cluster, with per-tenant storage, roles, retention, LLM budgets and audit. That is the single strongest number in any business case a BPO or MSP puts together.
Timing
There is no converter that turns a FlexiCapture document definition into a Vantage skill — practitioners describe the path as inventory, map, rebuild, re-integrate, run in parallel, and ABBYY deployments are commonly quoted at eight to twelve weeks. If you have to rebuild anyway, the honest question is no longer “replace something that works” but “rebuild there, or rebuild here”.
Where we say no
We would rather lose the deal in week one than in month six.
See it working
Project configuration, the scanning hub with its assembly board, and the verification hub with zone overlays, confidence bars and validation errors — rendered from the application's own stylesheets and markup.
Questions we get in week one
Platform
Ingestion, image processing, recognition, extraction, classification, human review, workflow, export, tenancy, audit and an agent surface — one artifact, one database, one licence-free install. Below is the capability list a capture evaluation actually walks through.
Browser scanning hub, server-side eSCL network scanners, WebUSB direct-attach, watched folders, IMAP / Gmail OAuth / Microsoft 365 mailboxes, FTP and SFTP with remote globbing, REST sync and async submission, Kafka, AMQP and ZeroMQ, e-invoice intake (UBL, CII, PDF/A-3 attachments, PDF+XML pairs) and paired mobile handsets.
Deskew, despeckle, binarize, crop, line and punch-hole removal, colour dropout and more, ordered per project. Then Tesseract 5, a local GGUF vision model, or one of thirteen remote LLM providers — with a hybrid mode that only escalates the words the first pass was unsure about. Barcodes decode through ZXing, not through OCR text.
Zones, label search, regex, checksums, datasets and scripts — deterministic and auditable. Table extraction for line items, geometrically or through a grammar-constrained model. Templates can be drafted by a model from a single sample page, then trained from operator corrections, with alternatives per supplier layout.
Document mode with page image, zone overlays and hOCR click-to-fill; guided field review for everything low-confidence or invalid; and word groups, where one correction fixes the same misread word everywhere it appears. Validation errors carry severity, field and message. One-time share links let an outsider verify a single document without an account.
A workflow engine with steps, routing, SLA monitoring and retention; scripting and a plugin SDK for the things no product anticipates. Export to REST, JDBC, file systems, S/FTP, mail and message buses, in eight formats including searchable PDF, PDF/A-2b, multi-page TIFF, UBL and mapped XML.
Tenant → organisation → project isolation, project-scoped roles, per-tenant storage prefixes and retention policy. Duty-aware clustering: nodes declare what they are willing to do — import, workflow, export, UI, schedule — and claim work with SKIP LOCKED, so OCR scales separately from delivery. 109 curated MCP tools sit behind OAuth 2.1, scopes, risk tiers and their own audit channel.
Line-item extraction is new code: it works, and we insist on a bake-off against your real invoices before anyone promises accuracy. The six industry blueprints ship pre-authored field sets, not pre-trained models. The mobile lane — pairing, per-device revocable keys, fleet enrolment — is complete on the platform side; the handset camera client is not shipped yet. We would rather you read that here than discover it in week three.
Pricing
Capture pricing normally has four dials: pages, stations, modules and users. We use one — the deployment. Add operators, add projects, add tenants, double your volume: the licence does not move. What moves is your infrastructure bill, and you can see it.
All hubs, all import and export lanes, all recognition engines. Unlimited pages, documents and operators. Updates and second-line support included.
Flat annual licence · quoted per deployment
Everything in single site, plus clustering: dedicated import, workflow and export nodes, GPU boxes for local models, and rolling upgrades. Still no page meter.
Flat annual licence · quoted per cluster
Multi-tenant operation for BPOs and MSPs, embedded scanning and verification hubs behind API keys, white-label chrome, and partner margins. See Partners.
Per-tenant or revenue-share · agreed with the partner
Prefer not to run it yourself? Managed hosting, implementation, migration, training and support are all available — quoted separately, on request. Nothing on this page includes them.
Read this carefully: the figures below are published list bands, analyst-reported contract benchmarks and vendor pricing pages checked in August 2026. They are not quotes, and your negotiated price will differ. We publish them because every buyer we meet has already found them.
| Platform | Licence shape | Typical annual outlay | Marginal page cost | Ops burden |
|---|---|---|---|---|
| KognitCapture | Self-hosted, no runtime gate | Infrastructure + your team | $0 local · tokens only if you choose remote | You run it |
| ABBYY FlexiCapture 12 | Pages + stations + modules | $15k – $150k+ | Metered | Windows estate + integrator |
| ABBYY FineReader Server | Volume / core tiers | $10k – $60k | Metered | Moderate |
| ABBYY Vantage | Transactions / documents | Median ≈ $150k | ≈ $0.02 – $0.10 | Vendor-managed |
| Kofax / Tungsten | Users + modules + volume | $50k – $500k | Metered | Heavy; services $20k–150k+ |
| ReadSoft | Invoice volume + SAP add-on | Enterprise contract | Per invoice | SAP Basis + AP team |
| Rossum | Annual subscription by volume | From $18k | Per document | Vendor-managed |
| Amazon Textract + glue | Pay per page, no floor | ≈ $3k at 2M pages, text only | $1.50–$15 per 1k pages | You build and own the platform |
| ChronoScan | Perpetual, per workstation / server | From ≈ €245 | $0 (your own AI keys) | Light, single machine |
Illustrative, not a quote. Metered figures use the public $0.02–0.10 per-page band plus a platform floor; the self-hosted line assumes three commodity nodes, PostgreSQL, no GPU, and a fraction of an engineer's time. One column grows with volume. The other does not.
| Option | Year one | Three years | Marginal page cost | What moves the number |
|---|
The self-hosted line above is not a black box. At your volume it breaks down like this — and if your estate already has the capacity, most of these lines are already paid for.
| Line | What it is | Per year |
|---|
Not binding, and deliberately conservative. Competitor figures are published list bands and analyst-reported benchmarks applied to the numbers you set here; your negotiated price will differ. The self-hosted column is infrastructure and your own team only — it does not include cloud hosting, a managed service, implementation, migration, training, support, or the bake-off and pilot engagements — all of those are consulting work, quoted separately and billed at our standard rate. We would rather you argued with this model than took it on trust.
Migration brief
ABBYY is moving FlexiCapture customers to Vantage. The industry consensus on that path is blunt: it is a rebuild, not a transfer. There is no converter that turns a FlexiCapture document definition into a Vantage skill, because the two are architected differently — and ABBYY deployments are commonly quoted at eight to twelve weeks.
The switching cost your incumbent normally enjoys is temporarily gone. You are being asked for a fresh three-year commitment, a fresh implementation project, and a move from a licence you own to a transaction meter — for the same documents you process today. That is the one moment when a challenger starts level.
The window closes as each account completes its migration. It does not reopen.
We do not import FlexiCapture document definitions today. Your field sets, zones and validation rules are rebuilt here — the same work the Vantage path asks of you. What differs is what you get for the weeks: a platform with no per-page meter, no station licences, and a rebuild you do once rather than again at the next product transition.
We ask what is on your floor first. eSCL-capable MFPs and modern departmental scanners are driven server-side with nothing installed. A TWAIN-or-ISIS-only production estate is a blocker, and we say so before you spend time on an evaluation.
We list document types, field sets, validations and export targets. Then a blueprint provisions the project, workflow, routing, upload endpoint, export goal and a full field set in one action, so week one starts on your documents rather than on configuration screens.
Drop in a sample page and a draft template comes back — zones, field names, data types — in vision, text or hOCR mode. An operator corrects it; the template trains from those corrections. Per-supplier layouts become alternatives on the same template rather than new projects.
Same input into both systems, then a report of where the two disagree, field by field. Every migration guide ends this way; we would rather start there. It is also the only fair way to settle the accuracy question on your own paper.
Export mappings switch over, the old meter stops. Scaling recognition later is a hardware decision — add a node, declare its duties — not a procurement one.
Bake-off
Not the clean ones. The faxed ones, the stapled ones, the supplier who changes layout every quarter. We run them through Tesseract, hybrid and model paths and publish field-level accuracy back to you — including the fields we lose on.
A bake-off is paid work, not a free trial. It is scoped and quoted up front at our standard consulting rate, and it runs one to two days — two at most: reading your documents, authoring templates, running the engines and writing up the field-level results. You own the report either way, and if we lose it says so.
Partners · VAR · OEM · BPO
Every capture licence you resell today has a meter in it, and that meter belongs to someone else. Here the platform is flat and self-hosted, so the margin between what a client pays and what the software costs is yours to price — on implementation, on managed service, on the per-tenant economics of one install serving twenty clients.
Register the opportunity, keep the account. Partner pricing, NFR licences for your own lab, joint technical pre-sales on the first two deals, and second-line support from the people who wrote the code. Your services revenue is untouched by us.
The scanning and verification hubs embed in an iframe behind API keys and an access-rule proxy, with your chrome around them. Your users never see a second product. Nobody else in this market sells capture in that shape — most vendors will sell you an SDK and a services project instead.
Tenant → organisation → project isolation with per-tenant storage, roles, retention, audit and LLM budgets. The marginal cost of onboarding client twenty-one is a database row, not a licence. That is the number your business case turns on.
Interactive demo · fixture data
This is the product's own markup and stylesheets — the same header, sidebar, hubs and field rows an operator sees. The documents are synthetic and nothing is submitted anywhere. Click a field or a zone in the verification hub; open the project configuration modal; switch the app to dark mode from its own toggle.
Or drive it the way an operator does: the top menu switches section, the sidebar walks all thirty-one screens — batches, documents, queues, templates, classifiers, scripts, connections, datasets, import profiles, users, tenants, the cluster and the audit log — and the row buttons drill into the classifier, the alternative designer, a dataset and an import profile's mapping.
| Name | Status | Documents | Source | Created |
|---|---|---|---|---|
| MAILROOM-2026-08-20-07 | PROCESSING | 3 | Scanning hub · Reception MFP | 20 Aug 2026 08:41 |
| ORDERS-MAILBOX-4412 | EXPORTED | 58 | Email · orders@vandeputte.be | 20 Aug 2026 08:05 |
| EDI-ORDERS-DROP-118 | EXPORTED | 212 | Import profile · e-invoice (UBL + CII) | 20 Aug 2026 07:30 |
| SFTP-LOGISTICS-0819 | VERIFICATION | 44 | SFTP · logistics-drop/inbound | 19 Aug 2026 22:15 |
| API-ERP-PUSH-9902 | FAILED | 2 | REST · api-key “erp-bridge” | 19 Aug 2026 18:02 |
| Name | Slug | Description | OCR Engine | Language | Active | Created | Actions |
|---|
| Severity | Field | Message |
|---|
| Name | Role | Duties | Capabilities | Status | Jobs | Heap | Version | Last heartbeat | Actions |
|---|
| Lease | Held by | Acquired | Renewed | Expires |
|---|
| Type | Duty | Capability | State | Step | Attempts | Node | Duration | Error | Actions |
|---|
| Name | Collections | Time (ms) |
|---|---|---|
| G1 Young Generation | 18 402 | 212 884 |
| G1 Old Generation | 44 | 9 118 |
| G1 Concurrent GC | 1 260 | 31 042 |
| Name | Type | Used (MB) | Committed (MB) | Max (MB) | Peak (MB) |
|---|---|---|---|---|---|
| G1 Eden Space | Heap | 2 048 | 3 072 | — | 3 584 |
| G1 Old Gen | Heap | 2 904 | 3 584 | 8 192 | 4 102 |
| G1 Survivor Space | Heap | 252 | 432 | — | 512 |
| Metaspace | Non-heap | 318 | 352 | — | 318 |
| CodeHeap 'non-nmethods' | Non-heap | 18 | 22 | 128 | 19 |
| Compressed Class Space | Non-heap | 41 | 48 | 1 024 | 41 |
| Time | Trigger | Before (MB) | After (MB) | Freed (MB) | Duration | Status |
|---|---|---|---|---|---|---|
| 20 Aug 08:40:11 | Manual | 6 408 | 5 204 | 1 204 | 84 ms | OK |
| 20 Aug 08:12:02 | Threshold 80 % | 6 611 | 5 002 | 1 609 | 102 ms | OK |
| 20 Aug 07:44:38 | Scheduled | 6 120 | 4 880 | 1 240 | 77 ms | OK |
| Java Version | 21.0.4 |
| JVM Name | OpenJDK 64-Bit Server VM |
| OS | Linux 6.8.0-45-generic (amd64) |
| Processors | 16 |
| Uptime | 9 d 04 h 12 m |
| Start Time | 11 Aug 2026 04:29 |
| Logger | Effective Level | Set Level |
|---|
Agents call the same platform through curated tools, scoped and audited on their own channel.
Built from the application's Thymeleaf templates and its own CSS bundle. Live behaviour — recognition, validation, workflow routing, export — runs on the server and is not part of this page. Ask for a hosted trial on your own documents.
Talk to us
The fastest evaluation we run is a bake-off: your pages, our engines, a field-level accuracy report in one to two days — two at most, including where we lose. It is paid consulting work, scoped and quoted before it starts — not a free trial; only the 15-minute call that scopes it costs nothing. The second fastest route is a pilot on one document type, provisioned from a blueprint, quoted the same way.
The first call is free. The bake-off and the pilot are not: both are consulting engagements, scoped and quoted before anything starts, and billed at our standard day rate. We would rather be straight about that than dress paid work up as a trial.
Fifteen minutes. If your estate rules us out, you hear it here.
Your pages through Tesseract, hybrid and model paths, with per-field accuracy and the cost per thousand pages of each mode. Scoped and quoted first, then billed at our standard consulting rate — one to two days of work, two at most, however many document types you send.
One document type end to end: intake, recognition, verification, export into your target system, running on your own hardware or ours. Also a quoted engagement — the platform licence and the work to stand it up are separate lines.
Alternatives
These are the systems KognitCapture is measured against by name. Every page below publishes both columns — where that product beats us, and where we take the deal. The competitor readings come from vendor documentation and public reporting checked in August 2026; our own column is read from the source tree, not from marketing copy.
| Platform | Licence shape | Typical annual outlay | Marginal page cost | Where we lead |
|---|---|---|---|---|
| KognitCapture | Self-hosted, no runtime gate | Infrastructure + your team | $0 local · tokens if you choose remote | Multi-tenant, sovereign, model-agnostic, no meter |
| ABBYY FlexiCapture 12 | Pages + stations + modules | $15k – $150k+ a year | Metered | Service providers running many clients on one install |
| ABBYY Vantage | Transactions / documents | Median ≈ $150k a year (analyst-reported) | ≈ $0.02 – $0.10 per page | Sovereignty and unit economics — regulated buyers, high volumes and genuinely air-gapped sites, where a per-transaction cloud is either forbidden or ruinous |
| ABBYY FineReader Server | Volume / core tiers | $10k – $60k a year | Metered | Conversion-only accounts can now be served end to end — but benchmark pages per hour on the target hardware before anyone promises volume |
| Kofax / Tungsten Automation | Users + modules + volume | $50k – $500k a year | Metered | The renewal conversation |
| Rossum | Annual subscription by volume | From ≈ $18k a year | Per document | Buyers who need auditable, deterministic extraction they can reason about — or whose documents are forms, IDs and contracts rather than invoices |
| ChronoScan | Perpetual, per workstation / server | From ≈ €245 | $0 (your own AI keys) | The customer who has outgrown a desktop tool and refuses ABBYY pricing |
| Ephesoft Transact | Licence plus maintenance | Enterprise contract | Per document | A Transact site facing a Tungsten renewal |
| Amazon Textract | Pay per page, no floor | ≈ $3k at 2M pages, text only | $1.50 – $15 per 1k pages | The second year — when the glue code has become an internal product with no owner and the page bill has grown linear with volume |
| ReadSoft | Invoice volume + SAP add-on | Enterprise contract | Per invoice | Sit beside AP, not in front of it |
The deep on-premises capture platform we were scoped to replace: Windows/IIS/MS SQL, FlexiLayout templates, thick-client stations, invoice packages.
Read the comparison →
Cloud IDPABBYY's strategic bet: skills-based, pre-trained, low-code, container-deployed — fast to value, priced per transaction, and the models are ABBYY's.
Read the comparison →
Conversion serverHigh-throughput page conversion rather than data capture: scan-to-searchable-PDF/A at volume with light indexing.
Read the comparison →
Incumbent · platformCapture for ingestion plus TotalAgility for orchestration, RPA and GenAI. Widest footprint in the market, and the price list to match.
Read the comparison →
Template-free IDPCloud-only transactional document AI, part of Coupa. Its Aurora model reads unseen layouts without templates and learns from every correction.
Read the comparison →
SMB captureWindows desktop/server capture: zonal and dual-engine OCR zones, barcode, hot folders, bidirectional ODBC, AI extraction through your own provider key. Perpetual licence from ≈ €245.
Read the comparison →
On-prem captureJava capture platform now inside Tungsten Automation, built around batch classes and automatic document classification — architecturally the closest peer in this market.
Read the comparison →
Cloud OCR APIFive APIs returning text, forms, tables, queries and signatures as JSON, priced per page. No workflow, no templates, no operator UI — you build everything around it.
Read the comparison →
AP specialistInvoice capture welded to the ERP: ReadSoft Invoices / Online plus Process Director inside SAP, matching live master data and posting in-system.
Read the comparison →
Alternatives · Incumbent · on-prem
FlexiCapture is the closest architectural match to this platform, and the system our parity checklist was written against. Its advantage is depth compounded over two decades. Ours is everything about the deal: Linux and PostgreSQL instead of a Windows estate, tenancy instead of one install per customer, browser hubs instead of thick clients, and a licence that does not count your pages.
Service providers running many clients on one install. FlexiCapture makes you deploy — and pay — per client; here client twenty-one is a database row.
| Capability | KognitCapture | ABBYY FlexiCapture 12 |
|---|---|---|
| Operator stations | Browser only, nothing installed | Thick-client scan, verification and QA stations |
| Server platform | Linux or Windows · PostgreSQL · single artifact | Windows / IIS / MS SQL |
| Multi-tenancy | Tenant → organisation → project, per-tenant storage and audit | One installation per customer in practice |
| Scanner path | Server-side eSCL, plus WebUSB direct-attach | TWAIN, ISIS and WIA on the workstation |
| Recognition | Tesseract 5, local GGUF vision, 13 remote LLM providers, hybrid escalation | ABBYY engine, best in class on paper quality |
| Agent surface | 109 MCP tools behind OAuth 2.1, scopes and audit | None published |
| Licence gate | None — no runtime key, no page counter | Pages + stations + modules |
| KognitCapture | ABBYY FlexiCapture 12 | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Pages + stations + modules |
| Typical annual outlay | Infrastructure + your team | $15k – $150k+ a year |
| Marginal cost per page | $0 local · tokens only if you choose remote | Metered |
| Who runs it | You do, on your own hardware | Windows estate plus an integrator |
Figures for ABBYY FlexiCapture 12 are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
ABBYY is moving FlexiCapture accounts to Vantage, and that path is a rebuild rather than a transfer — there is no converter from a document definition to a Vantage skill. If you are being asked to rebuild anyway, rebuilding here costs the same weeks and ends without a meter.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · Cloud IDP
Vantage is genuinely fast to value: pre-trained skills, a marketplace advertising 150+ use cases, no ops burden. What you give up is where the documents live, whose models read them, and whether the bill grows with the business. This platform gives up day-one accuracy instead — and hands you sovereignty, unit economics and code you can change.
Sovereignty and unit economics — regulated buyers, high volumes and genuinely air-gapped sites, where a per-transaction cloud is either forbidden or ruinous.
| Capability | KognitCapture | ABBYY Vantage |
|---|---|---|
| Deployment | Your hardware, your cloud, or air-gapped | ABBYY cloud, managed cloud, or Azure private cloud |
| Pricing model | Flat platform licence, unlimited documents | Per transaction / per document |
| Models | Yours to choose: Tesseract, local GGUF, 13 remote providers | ABBYY's pre-trained skills |
| Time to first extraction | Blueprint provisions a project; template authored with model help | Pre-trained skill, often same day |
| Customisation | Scripts, plugin SDK, workflow engine, real code | Low-code designer within the skill model |
| Data residency | Wherever you put the server | Vendor-managed regions, private cloud option |
| Cost at 2M pages | Infrastructure only | Page fees on top of the platform fee |
| KognitCapture | ABBYY Vantage | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Transactions / documents |
| Typical annual outlay | Infrastructure + your team | Median ≈ $150k a year (analyst-reported) |
| Marginal cost per page | $0 local · tokens only if you choose remote | ≈ $0.02 – $0.10 per page |
| Who runs it | You do, on your own hardware | Vendor-managed |
Figures for ABBYY Vantage are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
Most Vantage evaluations we meet are FlexiCapture accounts being migrated. If you are rebuilding your document definitions either way, the comparison is not 'stay or move' — it is 'rebuild into a meter, or rebuild into a licence you own'.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · Conversion server
FineReader Server converts paper to searchable PDF/A at volume — roughly 2,000–2,400 pages an hour on an 8-core machine — with light indexing. This platform produces the same output formats and then keeps going: templates, validation, human review, workflow, export and tenancy, at no cost per page.
Conversion-only accounts can now be served end to end — but benchmark pages per hour on the target hardware before anyone promises volume. We will run that benchmark with you.
| Capability | KognitCapture | ABBYY FineReader Server |
|---|---|---|
| Primary job | Capture platform: convert, extract, verify, route, export | Conversion: paper to searchable PDF/A |
| Archive formats | Searchable PDF, PDF/A-2b, searchable PDF/A, multi-page TIFF | Searchable PDF, PDF/A |
| Indexing | Full template extraction, validation and human review | Light indexing |
| Throughput | Scales by adding duty-aware nodes; benchmark on your hardware | ≈ 2,000–2,400 pages/hour on 8 cores |
| Licence | Flat, unlimited pages | Volume / core tiers |
| KognitCapture | ABBYY FineReader Server | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Volume / core tiers |
| Typical annual outlay | Infrastructure + your team | $10k – $60k a year |
| Marginal cost per page | $0 local · tokens only if you choose remote | Metered |
| Who runs it | You do, on your own hardware | Moderate |
Figures for ABBYY FineReader Server are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
A conversion account usually turns into a capture account within two years — someone always asks for the invoice number out of the PDF. Moving now means the second project is a configuration change rather than a second procurement.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · Incumbent · platform
Tungsten's footprint is the widest in this market: capture, orchestration, RPA, analytics, an e-invoicing network, and — since 2026.1 — LLM classification, email intake and MCP. If you need all of that, buy it. If you need capture, you are paying an order of magnitude more for the parts you will never switch on.
The renewal conversation. When a capture-only need is quoted against an automation-suite price list, the gap is not a discount away.
| Capability | KognitCapture | Kofax / Tungsten Automation |
|---|---|---|
| Scope | Capture platform, deliberately | Capture inside a process automation suite |
| Typical contract | Flat licence for the deployment | $50k – $500k a year, plus services |
| Services to first value | Blueprint provisions a working project in one action | Commonly $20k – $150k+ |
| Agent surface | 109 curated MCP tools, scoped and audited | MCP shipped in TotalAgility 2026.1 |
| Image processing | 16-step chain, ordered per project | VRS — the market benchmark |
| Tenancy | Native tenant → organisation → project | Per-deployment |
| KognitCapture | Kofax / Tungsten Automation | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Users + modules + volume |
| Typical annual outlay | Infrastructure + your team | $50k – $500k a year |
| Marginal cost per page | $0 local · tokens only if you choose remote | Metered |
| Who runs it | You do, on your own hardware | Heavy; services $20k–150k+ |
Figures for Kofax / Tungsten Automation are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
Tungsten now owns Ephesoft as well. Consolidation under one owner tends to arrive with one price list, which is exactly when a flat, self-hosted platform gets a hearing.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · Template-free IDP
Rossum is the sharpest counter-argument to template-based capture: nothing drawn, nothing trained by hand, and a model that reads layouts it has never seen. On invoices and purchase orders that is a different product philosophy, not a feature gap. It is also cloud-only, per-document, and opaque when you need to explain why a field came out the way it did.
Buyers who need auditable, deterministic extraction they can reason about — or whose documents are forms, IDs and contracts rather than invoices.
| Capability | KognitCapture | Rossum |
|---|---|---|
| Deployment | Self-hosted, cloud or air-gapped | Cloud; single-tenant available as an option |
| Extraction | Zones, label search, regex, datasets, scripts — plus model paths | Aurora model, template-free |
| Document scope | Any document type you can define | Transactional documents, deepest on invoices |
| Explainability | Method and confidence recorded per field; behaviour pinned by configuration | Model output with a correction loop |
| Intake | 13 sources: scan, mail, folders, S/FTP, REST, buses, e-invoice | Mailbox and API |
| Pricing | Flat licence | From ≈ $18,000 a year, per document |
| KognitCapture | Rossum | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Annual subscription by volume |
| Typical annual outlay | Infrastructure + your team | From ≈ $18k a year |
| Marginal cost per page | $0 local · tokens only if you choose remote | Per document |
| Who runs it | You do, on your own hardware | Vendor-managed |
Figures for Rossum are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
The usual outcome is not replacement but division of labour: Rossum-style model extraction on invoices, deterministic capture here for every other document class — under one workflow, one audit trail and one export layer.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · SMB capture
ChronoScan is genuinely good value and we will not pretend otherwise: zonal OCR, barcodes, hot folders, ODBC round-trips and AI extraction with your own API key, for a perpetual licence that starts around €245. What it is not is a multi-user server platform — and that is usually what breaks first.
The customer who has outgrown a desktop tool and refuses ABBYY pricing. That gap is where this platform sits most comfortably.
| Capability | KognitCapture | ChronoScan |
|---|---|---|
| Architecture | Server platform, clustered, browser hubs | Windows desktop / server application |
| Users | Roles, RBAC, audit trail per action | Per-workstation licences |
| Tenancy | Native, down to storage prefix and retention | None |
| Automation | Workflow engine, scripting, plugin SDK, REST API | Hot folders, ODBC, scripting |
| AI extraction | 13 providers plus local models, with cost accounting | Bring your own provider key |
| Licence | Flat, per deployment | Perpetual, per workstation / server, from ≈ €245 |
| KognitCapture | ChronoScan | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Perpetual, per workstation / server |
| Typical annual outlay | Infrastructure + your team | From ≈ €245 |
| Marginal cost per page | $0 local · tokens only if you choose remote | $0 (your own AI keys) |
| Who runs it | You do, on your own hardware | Light, single machine |
Figures for ChronoScan are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
Nothing to unpick: hot-folder and ODBC integrations map onto import profiles and JDBC connections, and the zonal work you have already done translates directly into template zones.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · On-prem capture
This is the comparison that flatters us least, and we would rather write it ourselves: Java, Linux-capable, on-premises, batch classes, classification, extraction, validation, scripting, ECM export — much of the same ground, held since long before this project started. What changed is who owns it, and what a renewal now looks like.
A Transact site facing a Tungsten renewal. Consolidation under one owner tends to arrive with one price list.
| Capability | KognitCapture | Ephesoft Transact |
|---|---|---|
| Stack | Java / Spring Boot / GraalVM · PostgreSQL | Java · Linux or Windows |
| Tenancy | Tenant → organisation → project | Per-deployment |
| Stations | Browser, embeddable behind API keys | Web UI plus a scan client |
| Models | Local GGUF and 13 remote providers, per project | Classification and extraction engines |
| Ownership | Independent, source-available to customers | Tungsten Automation |
| KognitCapture | Ephesoft Transact | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Licence plus maintenance |
| Typical annual outlay | Infrastructure + your team | Enterprise contract |
| Marginal cost per page | $0 local · tokens only if you choose remote | Per document |
| Who runs it | You do, on your own hardware | You run it |
Figures for Ephesoft Transact are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
Batch classes map cleanly onto projects, workflows and document templates; the scripting you already own has an equivalent here, and export targets are configuration rather than code.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · Cloud OCR API
Textract is frequently the real competitor in a build-versus-buy conversation: a team proposes Textract plus glue code instead of a capture platform. It is excellent at what it does. What it does not do is workflow, templates, validation, human review, tenancy, audit or export — which is the part that becomes an unowned internal product by year two.
The second year — when the glue code has become an internal product with no owner and the page bill has grown linear with volume.
| Capability | KognitCapture | Amazon Textract |
|---|---|---|
| What it is | A capture platform | Five recognition APIs |
| Human review | Verification hub with zones, hOCR fill, validations, share links | Augmented A2I review loops you assemble |
| Workflow | Flow engine with routing, SLA and retention | Yours to build |
| Tenancy and audit | Native, per tenant | Yours to build |
| Cost | Flat licence plus your infrastructure | $1.50 per 1k pages text, $15 per 1k forms/tables |
| KognitCapture | Amazon Textract | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Pay per page, no floor |
| Typical annual outlay | Infrastructure + your team | ≈ $3k at 2M pages, text only |
| Marginal cost per page | $0 local · tokens only if you choose remote | $1.50 – $15 per 1k pages |
| Who runs it | You do, on your own hardware | You build and own the platform |
Figures for Amazon Textract are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
Keep Textract if you like it: it can sit behind the recognition step while this platform supplies everything around it. That is often the fastest way to stop the internal build without throwing away work.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Alternatives · AP specialist
This is the one page on this site that argues for the competitor. ReadSoft is invoice capture fused with SAP through Process Director: matching against live master data, posting inside the ERP, with approvals in SAP. Beating that head-on in accounts payable is a multi-year project and we will not pitch it. What we will do is take every document that is not an SAP invoice.
Sit beside AP, not in front of it. The XML mapping and companion-file paths already speak its language.
| Capability | KognitCapture | ReadSoft |
|---|---|---|
| Scope | General-purpose capture across every document class | Invoice capture fused with the ERP |
| ERP posting | Export to REST, JDBC, files, S/FTP, mail, buses; mapped XML | Posts inside SAP through Process Director |
| Line items | Table extraction, geometric or grammar-constrained — new code, bake-off first | Two decades of tuning |
| Approvals | Workflow engine with routing and SLA | In SAP |
| KognitCapture | ReadSoft | |
|---|---|---|
| Licence shape | Flat platform licence, unlimited pages | Invoice volume + SAP add-on |
| Typical annual outlay | Infrastructure + your team | Enterprise contract |
| Marginal cost per page | $0 local · tokens only if you choose remote | Per invoice |
| Who runs it | You do, on your own hardware | SAP Basis plus the AP team |
Figures for ReadSoft are published list bands and analyst-reported contract benchmarks checked in August 2026 — not quotes, and not vendor-confirmed. Your negotiated price will differ.
There is usually nothing to migrate. The pattern that works is parallel: AP stays where it is, everything else moves here, and one audit trail covers both.
Next step
Including the fields we lose on. That is the only comparison worth having against a two-decade incumbent.
A bake-off is a paid engagement at our standard consulting rate, scoped and quoted before it starts and running one to two days, two at most — not a free trial. The report is yours whichever way it lands.
Sources & legal
The comparisons on this site are compiled from the material below: vendor documentation, product pages, release notes, pricing pages, analyst reporting and verified review platforms. Our own column is read from the KognitCapture source tree at build 1246, not from marketing copy. Competitor readings are directional and were not confirmed by the vendors.
All product names, logos, brands, trademarks, and registered trademarks mentioned on this website belong to their respective owners. ABBYY FlexiCapture and ABBYY Vantage are trademarks or registered trademarks of ABBYY Software Ltd. Kofax and Tungsten Automation are trademarks or registered trademarks of Tungsten Automation Corporation (formerly Kofax). ChronoScan is a trademark of ChronoScan Development. Rossum is a trademark of Rossum Ltd. Ephesoft is a trademark or registered trademark of Kofax / Tungsten Automation.
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