An Essay/re-keying in insurance/28 April 2026

Why Re-Keying Is Still the Biggest Hidden Cost in MGA Operations

Re-keying looks small in isolation but creates major cost in MGA operations. Here is why duplicate entry slows growth and how to remove it.


Why Re-Keying Is Still the Biggest Hidden Cost in MGA Operations

Most MGA leaders can name their obvious costs.

People. Capacity. Distribution. Compliance. Acquisition. Technology.

The more dangerous cost often hides between those headings. It lives in the repeated, low-visibility act of entering the same information again and again as a risk moves through the business.

That cost is re-keying. And for many MGA teams, it is still one of the biggest operational drags in the organisation.

What re-keying actually is

Re-keying is not just typing the same details into two screens.

It includes every moment when a person has to manually translate information from one place into another because the workflow is not joined up. That could mean copying submission details from email into a rating model, pasting quote data into a document template, recreating premium figures in a finance file, or rebuilding the same risk for reporting purposes later.

It sounds mundane. It is. That is what makes it dangerous.

Because re-keying tends to happen in small increments, businesses normalise it. One extra step here. One spreadsheet there. One "quick manual fix" at bind. None of it feels catastrophic in isolation. Together, it becomes a structural tax on the whole workflow.

Where re-keying shows up most often

In MGA operations, re-keying usually appears at handoff points.

It happens when a submission first becomes structured data. It happens when rating output has to be pushed into a quote document. It happens again when a bound risk moves into policy records, invoicing, reconciliation or reporting. It often reappears whenever an endorsement or mid-term change breaks the neatness of the original process.

The pattern is predictable: one system or file can do one part of the job, but not the next part. So a human becomes the integration layer.

That is expensive, even when the individual steps look small.

The hidden cost is bigger than labour

The first cost is time, and that alone adds up quickly. Skilled underwriting and operations people end up doing clerical translation work instead of work that genuinely moves the business forward.

But the deeper costs are broader.

Re-keying creates delay. Every manual handoff adds waiting time, especially when work has to queue behind a small number of people who know how to move it on.

It creates inconsistency. The more often information is copied, the more opportunities there are for fields to drift, values to be missed, or versions to fall out of sync.

It creates poor visibility. When the truth is scattered across email threads, spreadsheets and documents, nobody is fully certain which record is current.

And it creates fragility. Businesses that depend heavily on re-keying often depend heavily on specific people too. The process lives in habit rather than system.

Why teams tolerate it for so long

Re-keying survives because it often looks cheaper than solving it properly.

A manual step can be added quickly. A new spreadsheet can bridge a gap. A smart operations person can hold the process together. For a while, that can feel like pragmatism.

The problem is that every workaround solves the immediate issue while making the operating model harder to simplify later. The business keeps moving, but the process debt compounds in the background.

That is why teams often feel busy without feeling clean. Work is getting done, but too much of that effort is spent making disconnected parts line up.

What removing re-keying actually involves

Getting rid of re-keying is not just about integration. It is about deciding what the source record is and designing the workflow around it.

The business needs a clear place where submission and risk data are captured in a structured form. That record should then power the next steps: rating, referrals, documents, administration, finance outputs and reporting. The more steps that rely on the same live data, the fewer manual translations are needed.

This is also where many process improvement efforts stall. Teams try to automate the later symptoms without fixing the earlier cause. They add better templates, cleaner reports or smarter macros, but the data is still being captured and reshaped too many times upstream.

A better approach is to map the full journey of a risk and identify every point where a person is being used as the bridge between systems. That exercise alone is often revealing.

The gain is not just efficiency

Removing re-keying does save time, but the real upside is better flow.

Quotes move faster. Documents are cleaner. Operations have fewer exceptions to manage. Finance gets better downstream data. Reporting becomes less of a reconstruction exercise. And the business can grow without assuming that headcount has to rise in direct proportion to volume.

Just as importantly, people get to spend more time on work that warrants their expertise. Underwriters can focus on judgement. Operations can focus on control and service. Leaders can see the workflow more clearly.

That is a better operating model, not just a leaner one.

A good test for your business

Ask a simple question: if a risk changes today, how many places would someone have to update by hand before the business would trust the record again?

The larger the answer, the larger the re-keying problem.

It is worth fixing because re-keying is rarely just a nuisance. It is usually the quiet reason why quote-to-bind feels slow, admin feels heavy and growth feels more operationally painful than it should.

Bertie is built around a single working record so MGAs can remove re-keying across rating, documents, reconciliation and bordereaux. If that hidden cost is starting to show up in your business, it is worth seeing what a cleaner flow looks like.


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