You open your computer Monday morning and, somehow, you're already behind.

While you were enjoying a weekend away from your inbox, the public records requests kept coming. One sounds simple: someone wants a specific email. That shouldn't be hard. You start searching.

An hour later, you're still in inboxes. You're opening the same email thread over and over, trying different search terms, chasing one message through a mountain of duplicates. All the while, the statutory response clock keeps ticking.

By Wednesday, the pile of requests has swallowed most of your week, with the backlog ever growing. By Friday, you're bleary-eyed, talking about email searches at happy hour or explaining the latest impossible request to your family over dinner.

When public records work starts following you home, you don't have a workload problem. You have a process problem. And spending your weeks compensating for it won’t solve it.

Stop Making the Records Manager the Scalability Strategy

As electronic data and records requests have increased, K-12 districts have absorbed much of that growth through brute human effort. The public records response process functions because someone stays late, develops elaborate workarounds, or simply gets very good at doing inefficient work quickly. But this approach eventually hits a wall, no matter how hard your records manager works.

At Parkway School District, which includes 28 schools and serves roughly 17,000 students in suburban St. Louis, requests used to come in waves. The team would work through a cluster and eventually get a quiet week to catch its breath. At this point, the quiet weeks had disappeared. FOIA and Sunshine requests, data collection requests, and requests from parents seeking electronic student records have become a steady stream. Chief Operations Officer Jason Rooks knew the district's manual process couldn't keep absorbing that growth. "I had to go find a product if we were going to survive."

The request volume scaled to the point that Rooks couldn't handle it on his own anymore. He either needed to hire a full-time person to share the workload or find a tool to lighten the burden. And who even knew if one new hire would be able to keep pace as records requests and data continued to grow?

Rooks found Logikcull and changed Parkway's process. With Logikcull, a request that once consumed four or five days now takes about half the time. The district has absorbed the increase in volume without adding new hires to handle the surge. But the bigger impact is how the technology has scaled. Because if every increase in records volume requires another set of human hands, you haven't built a scalable records process. You've built a staffing problem.

Read their full case study

Your Team Shouldn't Have to Outwork the Data

Request volume is one beast; the data volumes involved in each request are a whole other monster entirely. A single request can encompass enormous volumes of Slacks or emails, with month-long back-and-forth threads and blind CCs, leaving you with large quantities of duplicated data and more irrelevant data for records teams to sweep through before finding the relevant information.

Poudre School District became uncomfortably familiar with that problem.

Before Logikcull, the district's records response process required staff to open emails one by one, spending hours combing through duplicates and complicated threads. Redaction was equally manual. Records were printed, marked by hand, and photocopied twice to ensure sensitive information couldn't be seen through the marker.

Today, Poudre Records Manager Emma Berrigan manages records for a 54-school district serving roughly 25,000 students in Northern Colorado. Her responsibilities span CORA public records requests, FERPA and student records, personnel records, subpoenas, warrants, litigation, and legal holds. That's a lot of data for one records operation to contend with.  

Rather than asking Berrigan and her team to simply review faster, Poudre uses Logikcull's global deduplication to reduce email data by as much as 90% before review begins. The remaining records can then move through review and redaction, including bulk redaction when identifiers repeat across documents. "Global deduplication is my best friend, especially when it comes to emails," Berrigan says.

The dedupe step doesn't magically make Berrigan's team faster readers; it just stops handing them the same email fifteen times. That's the difference between a process that scales and one that leans on stamina.

Read how Poudre School District reduced email data by as much as 90%

"But Our District Is Different"

Yet, the underlying problem is usually the same.  

Parkway operates 28 schools in suburban Missouri. Poudre operates 54 schools in Northern Colorado. Their teams work under different state laws and manage different combinations of records. Yet both arrived at a remarkably similar conclusion. Manual effort couldn't keep holding the process together.

Rooks believes that conclusion applies well beyond Parkway. As he puts it, “Even if you're a small rural district, a suburban district, or an urban district, to accurately and effectively respond to these requests, you need to have a tool like Logikcull to support your team.”

It's easy to assume that a dedicated public records tool is an investment reserved for districts with unusually large records operations. The experiences of Parkway and Poudre suggest otherwise. Public records software is becoming infrastructure for K-12 records teams of any size, not an optimization reserved for the districts with the biggest workloads.

You Shouldn't Have to Be the Lone Hero

Records managers can become exceptionally good at keeping an inefficient process moving. You learn the workarounds, become way too familiar with how Google Vault works, and develop an almost supernatural ability to find the email nobody else can locate.

While that expertise is valuable, having to deploy it against preventable manual work every day isn't. And searching for a long-lost email shouldn't have to be your number one priority. Rooks puts the larger priority plainly: "Our focus is on students and supporting them and making sure they're successful." Records requests matter, but spending days digging through duplicate emails isn't why most people choose to work in K-12 education.

You can be exceptional at your job without your job requiring exceptional effort just to keep the records queue moving. If your current process only works because you keep finding a way to survive it, maybe it's time to expect more from the process.

Logikcull is the AI-powered eDiscovery and public records response platform built for the high-frequency requests agencies face every day. Essential to 1,500+ organizations, including the largest state and local government agencies, higher education institutions, and school districts, Logikcull lets customers kick off responses in seconds, find critical documents in minutes, and predict spend to the penny, all with drag-and-drop ease.