fully automated Agentic AI Legacy application modernization

Modernize legacy systems with no business disruptions.

The call needs no access to your system. For the free documentation, our team works with read-only access agreed with your engineers.

Requests are served exactly as before.

Legacy production software holds years of business rules. Fabrica records how your legacy app behaves, rebuilds selected workflows on a modern stack and checks them against the live system. Your customers can freely switch between the old and new system with full compatibility.

Our Agentic AI modernization methodology

Make legacy modernization CLEAR.

The modernization and migration is done with no disruption to your production systems. Your team checks the output of each stage before the next one begins.

01 · C

Capture

We instrument and capture how the legacy system behaves, including requests, jobs, data flows, reports and rare paths. Anything not yet observed is recorded as a gap.

02 · L

Lock

Owners and engineers review the evidence. Once it reaches the coverage and confidence level you agreed, that version of the System Specification is approved and locked.

03 · E

Engineer

AI agents rebuild the scoped workflow on a modern architecture. Engineers review the changes to ensure security and compliance at the highest industry levels.

04 · A

Attest

Both systems are tested against the same specification. We compare outcomes, data, reports, permissions and performance and show you the evidence.

05 · R

Release

Production moves over by workflow or customer cohort, with acceptance criteria and a rollback plan. The next priority starts once the release is complete.

Can't do agentic
because your legacy systems are too old?

Tell us about it on a 30-minute call. We'll suggest a first scope and what a technical review would need to confirm.

Book a 30-minute call

Proof before traffic

Know the rebuild works before customers use it.

A rebuild is only useful if it does what the old system did, including the rules nobody documented. Fabrica tests both implementations against the same specification and shows you the results before any customer is moved.

  • Business outcomes and totals reconciled against the current system
  • Data integrity, reports and permissions checked directly
  • Differences logged as fixes, each with an owner
  • Acceptance criteria and a tested rollback for each release
Proof report · Invoicing › Invoice linesspec v12
Business outcomes · 1,284 replayed casesmatch
Invoice totals reconciled100.00%
Report: monthly billing summarymatch
Permissions · 14 rolesmatch
Open differences2 · assigned
Release1%10%50%100%

Illustrative proof report. Each release step is gated on evidence.

REQ-c3d4Whileacceptedin progress · fab-9k2p
While an allocation has no rate card, the system shall flag the invoice line as unbillable rather than invoicing at zero.
implements ← fab-9k2pderived from → ¶ finance sync ^blk-11cd

Fabrica agents maintain always up to date documentation

Write down the rules your business runs on.

Most legacy systems carry rules that exist only in code and in a few people's memory. Fabrica turns observed behavior and owner reviews into requirements your team can read, question and approve. Each requirement links to the change that implements it.

  • Plain-language requirements with a stable ID
  • Links from each rule to its source and to the work that implements it
  • Documentation updated as the system changes

Visibility

Track progress, ownership and cost.

The work sits on a board you can open at any time. It shows what is in progress, which role owns it, what it has cost and what is waiting for a person to decide. Spending caps pause work before it overruns.

  • Daily and per-item spend, split by role
  • Items that need a human decision flagged on the board
  • A log of agent actions against each work item
Dashboard · todaycap $41.20 / $120.00
Token cost$41.20pipeline $36.10 · chat $5.10
Sandbox-hours3.4 hidle snapshots saved 2.1 h
Items done4avg $11.80 per item
Needs human3merge · config · plan review
RoleRunsCostShare
Dev6$15.80
Architect7$14.20
Business Analyst3$4.30
QA2$3.20

Ways to start

Choose how to begin.

Both options start with the same 30-minute call to determine which commercial model is best suited.

Assessment, pilot and plan

A fixed-scope assessment of one workflow, followed by a bounded pilot that proves it. If the pilot succeeds, we agree a recurring renewal plan.

  • Fee agreed before work starts
  • Pilot scope and acceptance criteria defined up front
  • No commitment beyond the pilot

Renewal subscription

A monthly fee for an agreed renewal scope. Your first modernization is included, and upgrades to renewed parts are covered.

  • Predictable payments for agreed scope
  • A renewal backlog you prioritize
  • Price quoted after a short assessment

Not ready for either?
Start with free legacy application documentation and experience how Fabrica agents work and the path to modernization.
‍How the free documentation works

Solutions

For the teams that fund, run and change the system.

Who's behind Fabrica

Built by Thinslices.

Fabrica is being developed by Thinslices, a product engineering company that has designed, built and scaled software for clients in fintech, insurance, telecoms, publishing and retail.

Trusted by

SolarisbankViasatHindawiPenta by QontoBMJ

200+

projects delivered

13+

years building products

160+

engineers, designers and product people

Common questions

Before you book

Does every system need rebuilding?

No. Keeping a stable system, upgrading it or refactoring a narrow part may be the better investment. Fabrica's approach suits cases where complete or partial replacement is justified, and the first call is where we find out whether yours is one.

Do we need to freeze development while you rebuild?

Not by default. Parallel builds and incremental replacement work without a whole-system freeze. If a specific scope needs one, we agree what it covers and how long it lasts before work starts. We aim for hours or days for an agreed scope, and a pilot measures the result.

Who stays in control?

A business leader sponsors the work. Your engineering works with us on scope, evidence and acceptance, and your technical team decides when each workflow moves to production.

What does the first conversation involve?

Thirty minutes on one business priority, the system behind it and the constraints on changing it. We suggest a first scope at the end of the call. No production access is needed.