Every investigative agency can probably agree that there is often more evidence in a case than there are hours in the day.

Whether you're a detective at a local sheriff’s office reviewing bank records, a state prosecutor building a fraud case, or a federal investigator untangling a multi-state financial crime network, investigations today involve an enormous volume of data.

The challenge is finding the truth hidden inside it.

TimePilot’s DeepDive Fraud Analysis Capability

Key evidence in financial investigations is often buried within spreadsheets. TimePilot’s DeepDive feature performs a thorough analysis of this type of financial data and surfaces transactions, relationships, and patterns that may indicate fraud.

In just a few minutes, investigators can generate a detailed fraud report from thousands of spreadsheet cells that, at first glance, may reveal very little.

What DeepDive provides is a comprehensive analysis of the evidence, highlighting areas that warrant further investigation and helping investigators quickly focus on what matters most.

A $600,000 Embezzlement Investigation

A few months ago, a prosecutor we work with was preparing for trial in a case involving theft from a large corporation. Over the course of several months, an employee allegedly paid themselves as a contractor and embezzled more than $600,000.

The prosecution team needed to review thousands of pages of financial records, identify relevant transactions, establish relationships between data, and support charging decisions with a defensible evidentiary foundation.

TimePilot gave them the ability to complete this work in a fraction of the time compared to traditional fraud investigations.

Rather than spending weeks manually combing through data, prosecutors were able to focus on understanding the broader financial picture and developing probable cause supported by source-backed evidence.

The Same Challenge Exists Across Government

While this case involved embezzlement, the reality is that nearly every investigative agency faces a version of the same problem.

The U.S. Government Accountability Office estimates that fraud costs the federal government between $233 billion and $521 billion annually.

Recently, President Trump and Vice President JD Vance established an anti-fraud task force focused on addressing fraud across key federal programs.

These agencies investigate matters such as:

• Public corruption

• Benefits fraud

• Medicaid fraud

• Financial crimes

• Procurement fraud

• Identity theft

At the federal level, investigators are often tasked with uncovering fraud schemes that span multiple states, agencies, and years.

AI Doesn't Replace Investigators. It Enables Them to Do More.

The goal of AI in fraud investigations is not to replace investigator judgment or decision-making. It is to eliminate the administrative burden that prevents investigators from applying their expertise where it matters most.

Investigators remain responsible for evaluating evidence, making charging decisions, and pursuing the truth.

TimePilot simply helps them get there faster.

Whether the case involves a $600,000 embezzlement scheme, benefits fraud, public corruption, procurement fraud, or loan fraud, the mission remains the same:

Turn overwhelming amounts of evidence into the truth.

The agencies that can do that faster will be best positioned to protect public resources, hold bad actors accountable, and deliver justice more efficiently.