From manual statement work to processing at scale
AI that ingests client statements, extracts structured data, runs calculations, and powers dashboards—so analysts stop living in PDFs and spreadsheets.
Case study
Before & after
How the workflow changed where it matters—on the ground with your team.
Credit Card Processing
Statement processing at scale
Data Processing · Document AI
Before
A team of analysts reviewed client statements by hand—pulling numbers into Excel, re-running calculations, reconciling line items. Thousands of hours every month, and the queue never shrank.
After
AI parses every statement at scale, normalizes the data, runs the business rules, and exports to whatever downstream format you need—plus live dashboards so leadership sees status without asking for another spreadsheet.
Result
Analyst time shifts from data entry to exceptions and judgment calls. The same throughput that used to take a floor of people runs continuously in the background.
At a glance
Scope & impact
Honest anchors for what shipped—no vanity metrics.
Thousands
of analyst hours eliminated every month
At scale
statements parsed and structured automatically
Any format
exports, APIs, and dashboards—not one locked template
Always on
new statements processed as they arrive
System
What we built
Deployed capabilities your team actually uses—not slides.
Statement ingestion
handles PDFs and scans at volume without a human opening each file.
Structured extraction
turns line items, balances, and fees into clean fields your systems can use.
Calculation engine
runs policy and pricing logic consistently—no fat-finger errors in Excel.
Flexible outputs
feeds Excel, data warehouses, CRM, or custom APIs.
Client dashboards
gives teams and customers visibility without manual reporting cycles.
Exception routing
flags low-confidence parses for analyst review instead of stopping the line.
The cost of doing nothing
Every week your team spends on manual work is a week your competitors are automating.
Thousands
of hours/month saved
Credit Card Processing
3 FTEs
replaced by a single bot
Exec Compensation
10 years
of data, accessible in seconds
Legal Research
40%
of time recovered from admin work
Strategic Teams
$60,000 of busy work
A $150K/year strategic thinker spending 40% of their week on admin. Per person. Per year.
Solution areas
Solution pages that overlap with this story
We group the same builds under /solutions too. This is just another entry point.
- Document & data intelligenceStop retyping what’s already on the page.Documents in, structured data out—at the volume your team can’t sustain by hand.Open
- Workflow automationLess inbox triage. More actual work.Inbound work classified, routed, and written back to your systems without the manual loop.Open
Outcome
The Results
The team stops trading PDFs and starts working outcomes—thousands of analyst hours eliminated every month, with the same rigor applied to every statement.
Have a similar challenge?
Let's talk about what we can build for you.