Your back office stops re-keying.Member data stays in your network.
Loan files, member forms and fraud prep, read and posted on your own servers. Staff approve what it isn't sure of. You own the code.
Nothing is sent out.
Every field keeps its source.
Open-weight models on your hardware, no outside AI service, and no copy on our side. The audit record is written as the work happens.
- 01
Documents arrive
Loan files, member forms and statements, from the queues they already land in.
- 02
Fields read and checked
Each value is extracted, then held against your rules: totals that must foot, dates that must agree.
- 03
Staff review
Anything it isn't sure of goes to a person, with the reason attached and the source page open.
- 04
Posted to your core
Approved fields land in the core and the systems you already run. Nothing gets replaced.
Every posted field records the document it came from, the rule that checked it, and who approved it.
The same system, already running.
At a lender and at an insurer.
Both run inside the client's own network on open-weight models. Both reached production thirteen weeks after kickoff.
Of loan fields post on their own
At 98%+ precision, for a US commercial lender keying around 650 loan files a month. No data leaves its network.
Read the case16,000Claim bundles a month
Split, classified and extracted for a European P&C insurer, with 63% of documents routed into the claims system untouched.
Read the caseThirty minutes. You leave knowing whether the work is worth automating.
Three piles your staff key by hand.
It does the keying, they do the deciding.
None of it makes a credit decision. It takes the typing and the gathering, and a person signs off on anything unclear.
Loan files
Mortgage and commercial loan files, read field by field. What it is sure of posts on its own. The rest goes to an analyst with the page already open.
Member forms
Paperwork from the branches and the contact center, sorted, entered and routed. An unclear form goes to a person instead of a guess.
Fraud and BSA prep
The documents and transactions behind an alert, pulled together before the analyst opens the case.
Meet the Financial Crime AnalystThe questions your review will ask.
Five answers, checkable on your hardware.
Where member data goes, how examiners audit it, what it touches in your stack, who owns it, and how to inspect it.
Nowhere outside your network. It runs on your hardware or your private cloud, never calls an outside AI service, and we keep no copy of anything it reads.
Yes. Every posted field shows the document it came from, the rule that checked it, and whether a person approved it. The record replays months later.
One process, agreed before we start. It writes into the core and the systems you already run, so nothing gets replaced.
You do. Code, models and documentation are yours on delivery, and it runs on your hardware, so there is no per-seat fee.
Everything we deliver runs on your hardware, so your team or any auditor you choose can inspect all of it, down to the model weights.
Start with one process.
Or with two weeks of looking.
Fixed scope, fixed price, and the code is yours at the end. We stay until your team runs it, so you are never tied to us.
Automate one process
One queue, measured in staff hours saved and turnaround time. We stay until your team runs it day to day.
A two-week review
We go through your back-office work and tell you what is worth automating, and what is not.
“Bring the queue your staff complain about most. On the first call we tell you whether it is worth automating, and if it isn't, we say so.”
Sebastian Mondragon, Founder of Particula Tech