Thinklytics

National Life Insurance Carrier · Insurance · Hartford, CT · 11 weeks

NAIC statutory reporting automated from 6 weeks to 4 days

A national life insurer spent six weeks every quarter manually preparing NAIC statutory filings across three departments. We automated their data assembly, validation, and reporting processes, cutting the cycle down to four days and saving $1.1 million annually in compliance labor costs.

Challenge

The quarterly NAIC filing forced actuarial, finance, and IT teams to pull data manually from six different systems, then spend hours fixing mismatches and putting the report together. This took 480 person-hours each quarter and often led to errors that required correcting filings later.

Approach

We created a data pipeline that pulled data from six source systems on a set schedule. We wrote 140 validation rules to catch errors early, preventing bad data from moving forward. This process delivered a filing package that needed only a quick final review instead of a full manual check.

Outcome

We cut NAIC filing prep time from six weeks to four days by streamlining data collection and automating key validation steps. This dropped manual work from 480 to 32 person-hours each quarter. The changes saved the company $1.1 million annually in compliance labor. Since implementation, they haven’t needed to restate any filings in four consecutive quarters.

We set up quick error checks to catch issues before assembly even kicks off.

Back in the day, we used to sift through data by hand to spot errors. It was a huge time drain and meant endless rework. So, we created 140 automated checks that run the moment data comes in. These catch issues immediately and shoot them over to the right team to fix, before we even start building the filing package. It saved us loads of time and cut a bunch of headaches.

How We Kept a Close Eye on the Data and Stayed Ahead

Regulators need to know exactly where the data comes from. So, we built an automated audit trail that logs every single data point, where it started, what changed, and if it passed validation. No more hunting through messy spreadsheets or scrambling for notes. Now, the team has a solid, easy-to-access record they can trust during compliance checks.

Results

  • 6 weeks to 4 days NAIC filing preparation cycle
  • 480 to 32 Person-hours per quarter
  • $1.1M Annual compliance labor saved
  • 0 Restatements in first 4 quarters post-deployment

We used to spend six weeks every quarter on a filing that really should take just a few days. Thinklytics automated the process, and now we close in four days with around 32 hours of work instead of 480. We haven’t had to restate anything since.

VP of Actuarial Operations, National Life Insurance Carrier

In the client's terms

The question

Which number is right, and who gets to decide?

The situation

Every quarter the NAIC filing pulled actuarial, finance and IT into manual extraction from six systems, then hours of reconciling mismatches and assembling the pack. Four hundred and eighty person-hours a quarter, and errors that surfaced late enough to require restatement.

What we found

The mismatches were being found during assembly, which is the worst possible moment. By then the filing deadline was close and the choice was between fixing properly and filing on time.

What it produced

Preparation fell from six weeks to four days and from 480 person-hours a quarter to 32, worth $1.1M a year in compliance labour. No restatements in the four quarters since deployment.

The roadmap

A scheduled pipeline extracts from all six systems rather than waiting for people to. One hundred and forty validation rules run at the front, so a data fault stops there instead of surfacing in the pack. What reaches the team is a filing package needing review rather than construction.

The work behind this result

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Frequently asked questions

How long should NAIC statutory filing preparation take?

Four days at this national life carrier, down from six weeks, and 32 person-hours a quarter rather than 480. The saving comes from validating at ingestion rather than discovering mismatches during assembly.

How do you avoid restating a regulatory filing?

Catch the fault before the pack is built. 140 automated checks run the moment data arrives here and route each failure to the team that owns it. There have been no restatements in the four quarters since deployment.

What provenance do regulators expect on statutory filings?

Every data point traceable to origin. This carrier now carries an automated audit trail recording where each figure came from, what transformed it and whether it passed validation, rather than reconstructing that from spreadsheets on request.