Oklahoma Data Partners
Data Consulting

One Person Knows How Your Data Works. What Happens When They Leave?

Ask who to call when the sales report breaks and most offices give the same name. That person built the reports, knows the passwords and remembers why the numbers are adjusted every Friday. They are good at the job. The risk is that nobody else can do it.

Don KarlosOctober 25, 20267 min read
An older man with a white beard points at papers while a younger colleague takes notes beside a laptop and a desktop monitor.

Every company has a name for this person

In a lot of Oklahoma companies the data runs through one person. They set up the database years ago. They wrote the scripts that load sales into the reports every night. They know which spreadsheet feeds the board packet and which column has to be fixed by hand before it goes out. When something breaks, everyone calls them.

Most of the time this works fine. The person is loyal, careful and always picks up the phone. The problem shows up on the days they cannot. A week of vacation turns into a week without the inventory report. A sudden illness leaves the payroll export stuck. A resignation letter gives the company two weeks to learn what took ten years to build.

What the evidence says

The Bureau of Labor Statistics measures how long people stay with one employer. In its September 2026 release, the median was 4.1 years in January 2026. That means half of all wage and salary workers had been with their employer for less time than that. In the private sector the median was 3.9 years. For computer and math jobs it was 4.6 years. About one in five workers, 20.6 percent, had been with their employer for a year or less.

People leave Oklahoma jobs every month too. BLS state estimates show between about 35,000 and 43,000 Oklahoma workers quit a job each month from July through December 2025. Those numbers cover every kind of job, not only data roles. They still make the point. Staying put for decades is not the normal path anymore, and a plan that depends on one person never leaving is not a plan.

The National Institute of Standards and Technology says the same thing in plainer security terms. Its Cybersecurity Framework 2.0 asks companies to keep inventories of their data and the details that describe it, to keep maps of how data flows inside and outside the company and to create, protect and test backups. It also says security should be part of human resources practices. For a data team, the clearest example is the day someone leaves.

Why the knowledge ends up in one head

Nobody asked for the notes

Small teams are busy. The person who builds a report is rewarded when it works, not when it is written down. Over time the fixes pile up in their memory. A filter here, a manual step there, a reason for each one that only they remember.

The passwords live in one place

Service accounts, database logins and cloud admin rights often sit with the person who set them up. Sometimes they are tied to that person's own email. When they leave, the company may not be able to sign in to its own systems, or it may leave old access open because nobody knows what will break if it is turned off.

The jobs run quietly until they do not

Nightly loads, backups and scheduled reports run in the background. Nobody thinks about them while they work. When one fails and the only person who knows it exists is gone, the first sign may be a wrong number in front of a customer or a backup that has not run in months.

Do not wait for the two week notice

Two weeks is not enough time to move years of knowledge. Start the handover while things are calm and the person is happy to help. It is easier for everyone, including them.

How to get it out of one head

  1. 1List every database, report, spreadsheet and scheduled job the business depends on, and who looks after each one.
  2. 2Write down where each important number comes from and every manual step before it reaches a report.
  3. 3Move service accounts and admin rights off personal logins and store the passwords in a shared, secure vault.
  4. 4Make sure at least two people can sign in to each critical system.
  5. 5Draw a simple map of how data moves between your systems, vendors and reports.
  6. 6Restore a backup to a test server and confirm the data is really there.
  7. 7Have a second person run the monthly close or the weekly reports while the first one watches.
  8. 8Add data access and handover steps to your checklist for anyone who leaves.

None of this is about doubting the person. It protects them as much as the company. They can take a real vacation. They can move into a bigger role without being stuck as the only one who knows the old one. When they do leave, they leave on good terms instead of fielding calls for months.

What this means if you run a company in Oklahoma

Many Oklahoma firms run lean. A manufacturer in Tulsa or an insurance agency in Oklahoma City may have one IT person and one analyst for the whole company. That is often the right size for the work. It just means each of those people carries more of the business in their head than anyone would at a large firm.

A good handover does not need a big project. It usually starts with a few working sessions, a written list of systems and a backup test. A partner from outside can help by asking the questions your team stopped asking years ago and by acting as the second set of hands when your main person is out.

At Oklahoma Data Partners, we help Oklahoma companies write down how their data works, clean up access, test backups and provide backup support so no single person holds it all. If one name keeps your reports running, book a consultation.

Key takeaway

The typical worker stays with an employer about four years, so a data setup that depends on one person will face a handover sooner or later. Write down the systems, share the access, test the backups and train a second person while the first one is still there.

Frequently asked questions

Ready to get started?

Does one person hold the keys to your data? Book a consultation with Oklahoma Data Partners to write it down, share the access and plan the handover.

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Don Karlos

Founder, Oklahoma Data Partners

Don Karlos is a senior data engineer and database specialist who founded Oklahoma Data Partners to give Oklahoma organizations one partner for understanding their data (analytics, dashboards, data engineering) and for hiring the data people behind it. Oklahoma Data Partners is an Oklahoma-based, data-only firm with two equal pillars: data consulting and data talent recruiting. We help organizations stabilize critical databases, build reliable data pipelines, design scalable data architecture, and turn raw information into trusted business intelligence — and we help Oklahoma companies hire the permanent data professionals who keep those systems running.

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