Migrating from Kofax, Ephesoft, or Datacap to ABBYY is a structured rebuild: start with discovery, map existing templates and extraction logic to ABBYY equivalents, migrate data and integrations, validate with a parallel run on real documents, and pair it with training and change management before cutover.
Migrating document capture from Kofax, Ephesoft, or Datacap to ABBYY is a structured rebuild, not a file import. Each platform models documents in its own way, so your templates, classes, and extraction logic are recreated as ABBYY document definitions or skills. What carries forward is the valuable part — your understanding of the documents and the business rules around them — while the platform-specific configuration is reconstructed and then validated against real documents.
Kofax, Ephesoft, and Datacap are all capable, established capture platforms. Organizations move away from them for reasons of fit rather than failure, and a good migration respects the work already done on the incumbent. As ABBYY's longest-tenured value-added reseller in North America, WiseTREND runs these projects with that mindset.
Why organizations migrate capture platforms
Common, vendor-neutral drivers include:
- Platform consolidation after a merger, acquisition, or a shift in enterprise standards.
- Licensing or support changes that prompt a review of the capture stack.
- A move to cloud-native or low-code delivery, where ABBYY Vantage's skills model fits the target operating model.
- Expanding document types that outgrow the current configuration.
- Closer alignment with an ABBYY-centric architecture already in use elsewhere.
None of these require disparaging the incumbent. The goal is the best fit for where the organization is heading.
Phase 1: assessment and discovery
Before touching ABBYY, catalog what exists today:
- Every document type, template, or class in the current platform.
- The extraction fields, validation logic, and exception-handling rules behind each one.
- Volumes, current accuracy and straight-through-processing rates, and SLAs.
- All downstream integrations — ERP, ECM, RPA, databases, and notification flows.
Crucially, record the intent behind each rule, not just its current settings. That intent is what you rebuild in ABBYY.
Mapping incumbent concepts to ABBYY equivalents
Each platform uses its own vocabulary. Translating it is the core of the migration.
| Incumbent concept | ABBYY equivalent |
|---|---|
| Document classes / categories | Document definitions (FlexiCapture) or skills (Vantage) |
| Templates / zones | FlexiLayout / field models or pretrained skills |
| Extraction and validation scripts | ABBYY rules, scripting, or skill validation |
| Separation / classification logic | ABBYY classification |
| Export connectors | ABBYY connectors and APIs |
Choosing between FlexiCapture and Vantage as the target is its own decision; our guide on ABBYY FlexiCapture vs. ABBYY Vantage walks through the trade-offs, and the full ABBYY product range shows where each fits.
Data and integration migration
Two streams run alongside the extraction rebuild:
- Data migration. Decide what historical processed data, archives, or audit records must move, and in what format. Often the incumbent retains historical records while ABBYY handles new volume going forward.
- Integration migration. Re-point each downstream connection to ABBYY's APIs and connectors, and rebuild authentication, error handling, and retry logic. This is routinely underestimated, so scope it early.
Parallel-run validation
The single most important risk control is a parallel run. Process live volume through both the incumbent and ABBYY at the same time and compare results field by field on your real documents — including the messy edge cases that never appear in clean samples. Only when ABBYY matches or exceeds the incumbent's accuracy on your own content do you trust it for production. This proves performance on reality rather than on benchmarks.
Training and change management
A platform migration is also a people change. Operators, validators, and administrators need hands-on training on ABBYY's interface and exception workflows. Communicate early, involve the team that runs the current platform in the rebuild, and update runbooks and SOPs before cutover. Adoption — not the software — is where capture migrations most often stumble.
A numbered migration plan
- Assess and discover. Inventory templates, classes, extraction logic, volumes, and integrations on the incumbent platform, capturing the intent of each rule.
- Map. Translate each incumbent concept to its ABBYY equivalent and choose the target platform (FlexiCapture, Vantage, or both).
- Rebuild. Recreate document types and rules as ABBYY document definitions or skills.
- Migrate data and integrations. Move required historical data and re-point downstream connections to ABBYY.
- Validate in parallel. Run both systems on real production documents and reconcile outputs until ABBYY meets your target accuracy.
- Train and prepare people. Train operators and administrators and update runbooks.
- Cut over. Route production to ABBYY workload by workload, retiring the incumbent pipeline only after each is proven. Repeat until complete.
Make the move with experienced help
The factor that determines success is not the platform name but how carefully the solution is discovered, mapped, validated, and adopted. WiseTREND's consulting team specializes in migrations from other capture platforms to ABBYY, from the first assessment through parallel-run validation and cutover. Contact us to scope a migration from Kofax, Ephesoft, or Datacap.