IOanyT Innovations

Your Staff Are the Connection Between Your Systems. Here Is the Benchmark for Ending It.

When systems cannot talk to each other, staff re-key the data by hand. Here is the benchmark we would set to end it, and the path: rebuild the one module that has to connect, while the rest keeps running.

By 10 min read Figures checked against their sources on October 11, 2026

A loan is approved in the origination system at eleven in the morning.

At half past eleven an operations officer opens the approval on one screen and the loan system on another, and types the details across. Twenty-two fields.

In the afternoon another officer exports a list from the loan system and uploads it to the collections tool. In the evening a third reconciles the two against the bank statement, and corrects the entries that do not match.

Nobody designed this. It is what the firm does because its systems cannot talk to each other.

The paradox: The firm bought software to save its staff work, and its staff now work to keep the software joined together.

What We Found

We went through the public record on how old systems in financial services are connected, and what happens where they are not: a vendor’s published case study of a core system replacement and a payments-industry report, from 2024 to 2026.

Old systems do get connected, one link at a time. A group of credit unions shared one heavily customised core system. When it was replaced, the work rebuilt hundreds of screens and hundreds of interfaces to other systems. Every one of those links was built separately.

Where a link was never built, a person does the job. This is our own reasoning, not a figure. A person can read one screen and type into another without anyone writing a line of code. So the gap is filled the same day, and the fix becomes permanent.

A person in the middle sets the speed of the business. In one payments-industry report from 2026, about half of financial institutions named legacy technology as an obstacle to modernising real-time payments. A process with a person in the middle cannot be real time.

The cost is spread too thin to see. No budget line says “re-keying”. It is a few minutes of many people’s time, every day. Technology sees two systems that both work. Finance sees a staffing number. Only operations sees the gap.

What our review does not show: We found no published figure for what re-keying costs, and we do not give one. The credit union record is a vendor’s own case study; it counts interfaces and does not say how many manual steps they replaced. The payments report gives no sample size. The second and fourth findings are our own reasoning.

What Re-Keying Holds Back

  • Growth costs the same per loan, for ever. Twice the loans means twice the typing.
  • Errors are built in. Each mistake becomes a customer complaint, a reconciliation item or a wrong figure in a report.
  • Every new channel adds another bridge. Each arrives with its own system, and another person carries data across “for now”.

The gap we see: most firms know where their staff re-key data. Few have listed every manual bridge, ranked them, and named the one module of the old system behind the worst of them. A firm with that list can close the bridges in order. A firm without it hires.

This is our reading. It is not a measured market figure.

Four Ways to Close a Manual Bridge, Weighed

OptionWhen it fitsWhat it risks
Keep staffing the bridge, with checks addedVolume is low and the old system is about to be retiredCost rises with volume, and nothing moves faster than a person can type
Build a custom link between the two systemsThe two systems and the data are simple and well understoodEach link is built by hand and joins the list nobody keeps
Replace the whole old systemIt is small, well documented and due to goEverything moves at once, and the bridges stay until the last day
Rebuild the one module behind the worst bridge, in stagesThe system is old and customised, and one part of it has to send or receiveThe new module and the old system must be kept in step while both run

Our recommendation: list the bridges, rank them, and rebuild the module behind the worst one so that other systems can send and receive data with it, while the rest of the old system carries on. Then take the next. We have not published an integration product, and we do not keep the old system running during the work; your current team or vendor does that.

Where You Are Now, and Where You Should Be

This is the benchmark we would set before the first module is rebuilt, and fill in as each module is accepted.

MeasureTypical starting pointWhere it should beHow it is checked
Manual re-keying steps between systemsNot counted; known only to operationsEvery step listed, with its volume and the errors it producesA walk through operations, signed off by the COO’s team
The order of workWhichever bridge complains loudestRanked by volume, errors and what each one holds upThe ranking, agreed with operations
Existing connectionsNo full listEvery file, feed and job listed, with what depends on itThe list is compared with the system’s scheduled jobs and outgoing files
The module behind the worst bridgeUnchanged; a person carries its dataRebuilt with a documented way for other systems to send and receive dataThe traceability matrix and signed acceptance for the module
What blocks the next connectionFound during the buildNamed and ranked before the date is setThe risk register
A route by which any AI tool reads the old systemOne-off extracts by handOne controlled route, through a rebuilt moduleReviewed before any tool is connected

The starting points above are what we expect to find. In an engagement they are replaced by your own position, taken in the first review. The targets are what we would work towards with you. They are not results we have already achieved for a lender.

A small part of the finished list might look like this.

Manual bridgeStage that closes itStatus
Approved loans typed from origination into the loan systemStage 1: loan booking moduleClosed when the module was accepted
Daily list exported and uploaded to the collections toolStage 2: repayments moduleOpen; closes at stage 2
Evening reconciliation against the bank statementStage 2: repayments moduleOpen; smaller once stage 1 is accepted

The rows above are an illustration, not taken from a real system.

How We Work With You, and What You Are Left With

  1. We listen: a free Reliability Review. A first conversation about the manual steps between your systems and what they hold up. You leave with a short written note of what we found. You can start with a conversation about the system; we ask for read-only code access only when the assessment begins.
  2. We research. We research your sector, the regulator’s position and what the public record says about firms in your situation.
  3. We read the system and propose: the Legacy System Specification Assessment. It produces a map of the system as it stands, a written specification of what it does, a risk register, a cost comparison between keeping and replacing the system, and a staged plan with a fixed quote. AI does a first pass, our senior engineers review it and trace it to the code, and your own experts confirm it. Code access is read-only and logged, never used for training, and deleted within 30 days of the evaluation ending unless we engage.
  4. If you approve, we build. We replace a system one module at a time while the old one keeps running, starting with the module behind the worst bridge. We never do a single cutover. A traceability matrix links every old function to its replacement. The work is billed by milestone, each milestone tied to a module you accept, and you can pause after any accepted module.
  5. We review against the benchmark. Before work starts we set the benchmark above. As each module is accepted we show you where each measure stands, and the filled-in benchmark is yours at the end.

The Review is free. Every paid step is fixed price, agreed at scoping. Stop after any step. The findings are yours. The assessment fee is credited in full against the first build stage if it starts within 90 days of the report.

This has a price. The new module and the old system must be kept in step while they run side by side. The other system’s supplier has to agree how data will be exchanged. Staff whose days are built around the manual steps will need new work, and they deserve to hear about it early. And the first module will not remove every bridge. It removes the worst one.

At the end you hold the specification, the matrix, a list of bridges with every closed one dated, and the filled-in benchmark.

What changes for the business:

RoleWhat they gain
CEONew partners and channels can be added without the old system holding them back.
CTO or CIOA documented way in and out of the rebuilt module, so the next connection is not custom work.
CFOOperations cost stops rising in step with volume, and there is less to reconcile.
COOStaff stop typing the same data into two systems, and spend that time on customers.
Head of digitalThe mobile app and the partner portal work from live data, not from yesterday’s copy.

The cases in this article, and what IOanyT does about that kind of problem:

The caseWhat IOanyT does
A group of credit unions rebuilt hundreds of interfaces to other systems when its shared core system was replaced.Our narrower part: we do not replace core banking products. For the systems a firm builds around its core, we rebuild the one module that has to connect, in stages, while the rest keeps running.

IOanyT is a consultancy with its own engineering team: we study the problem, recommend, and prove it by building only what you approve. The next connection starts from a documented way in, not from another person at a screen.

Book a free Reliability Review →

Get a fixed quote →

See the Legacy System Specification Assessment →

Sources

  • A vendor's case study
  • An industry survey report, 2026