Vantage has pre-trained skills. What do we get on day one?

A blueprint — finance, accounts payable, insurance, KYC, anti-money-laundering or supply chain — that provisions the project, workflow, routing, upload endpoint, export goal and a full field set in one action. That is a pre-authored field set, not a pre-trained model: you still author the template, with a model drafting it from a sample page. We would rather state that plainly than lose the pilot.

Can we run entirely offline?

Yes. Tesseract for text and a local GGUF vision model through a managed llama-server cover recognition with no outbound network. Vantage cannot run offline.

How does the cost curve actually compare?

Below roughly 100–150k pages a year, a metered platform is often cheaper than running infrastructure — we say so. Above it the gap widens every year, and for a service provider with twenty clients on one install it is not close.

Can you match its pages per hour?

Not as a blanket claim. Throughput here scales by adding nodes that declare the workflow duty, and the honest answer for any given box is a benchmark on your hardware and your paper. We run it before quoting volume.

Is your PDF/A really PDF/A?

The renditions assert PDF/A-2b with an sRGB output intent and PDF/A identification in XMP, built with PDFBox from stored page images and persisted word geometry. Archive buyers audit that claim, and we encourage validating a sample set with veraPDF as part of acceptance.

We already run TotalAgility for process automation. Why change capture?

You may not need to. The strongest shape is often capture here, feeding your existing orchestration through REST, JDBC, message bus or file drop — you keep the process estate and stop paying capture volume fees.

Does anything replace VRS?

The pre-processing chain covers deskew, despeckle, binarize, crop, line and punch-hole removal and colour dropout, ordered per project. VRS remains the benchmark on hostile paper; on ordinary departmental scanning the difference rarely survives a bake-off.

Do we have to draw a template for every supplier?

No. A template carries alternatives for layouts that differ, label search finds fields that move, and the model paths read documents you have not templated at all. Where a template does earn its keep is auditability: the same input produces the same output, and the field says which method produced it.

Can you learn from corrections the way Rossum does?

Templates train from operator corrections, and the verification hub's word-group mode applies one correction everywhere the same misread text appears. It is a different mechanism from a continuously retrained global model, and it stays inside your tenant.

We are happy with ChronoScan. When should we move?

When a second operator, a second client, an audit requirement or a compliance question arrives. Those are the four triggers we see — not features.

Is this overkill for one mailroom?

Possibly, and we will say so on the call. A single-machine install runs fine here, but if you will never need users, tenants, workflow or audit, the cheaper tool is the right tool.

Why would we leave a platform that works?

Usually one of three reasons: the renewal, a tenancy requirement Transact cannot meet, or a mandate to run models locally. If none of those apply, staying is a defensible answer and we will say so.

Our developers say they can wire this up in a sprint.

The recognition call, yes. The forty-odd capabilities around it — batch assembly, separator handling, template versioning, validation rules, an operator review UI, retries, retention, audit, tenant isolation, export mapping — are the sprint that never ends. Ask what happens when the person who wrote it leaves.

Can we use Textract as an engine here?

Recognition is pluggable and the plugin SDK exists for exactly this. Most teams end up local for volume and remote for the hard pages.

So you will not quote against ReadSoft for AP?

Not on SAP-native accounts payable with live master-data matching. We will quote for the other 70% of the documents in the building, and we will say the same thing on the first call as on the last.

Alternatives · Incumbent · on-prem

The FlexiCapture alternative for teams who refuse the meter.

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.

See the hubs Compare the run rate Quote a bake-off

The honest read

They win

Recognition accuracy on degraded scans, dense forms and non-Latin scripts
Handwriting and ICR through a dedicated engine, not a model call
A large integrator ecosystem and certified ERP connectors
FlexiLayout: two decades of template craft you can hire for

We win

Real multi-tenancy — tenant → organisation → project, down to the storage prefix
Linux and PostgreSQL; no Windows estate, no IIS, no MS SQL licences
Browser-only scanning, processing and verification hubs — nothing installed
LLM extraction and verification, local or remote, switchable per project
E-invoice intake (UBL, CII, PDF/A-3) without a network subscription
Zero per-page cost and no licence server to phone home to

Where we lead

Service providers running many clients on one install. FlexiCapture makes you deploy — and pay — per client; here client twenty-one is a database row.

KognitCapture vs ABBYY FlexiCapture 12, side by side

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

What each one costs to run

	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.

Switching

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.

Read the migration brief →

Questions buyers ask us about ABBYY FlexiCapture

Can you import our FlexiCapture document definitions?

Not today. Field sets, zones and validations are rebuilt here — the same work the Vantage path asks of you. What shortens it is blueprint provisioning and model-assisted template authoring: drop in a sample page, get a draft template with zones and data types, correct it, train it.

Is Tesseract going to lose against the ABBYY engine?

On degraded scans and dense forms, yes, measurably. That is why the hybrid path exists: Tesseract first, low-confidence words or pages re-read by a vision model. Settle it with a bake-off on your own documents — we publish the fields we lose.

We run ICR-heavy forms. Should we switch?

Probably not on that use case alone. Handwriting runs through the model path here, which carries a cost per page and a latency the traditional engines do not. We price it honestly rather than pretending the gap is closed.

Next step

Send 200 pages. Get a field-level accuracy report.

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.

Ask for a bake-off quote

Compare against something else

ABBYY Vantage FineReader Server Kofax / Tungsten Rossum ChronoScan Ephesoft Transact Amazon Textract ReadSoft