Work is better
with Winsen
AI employees for Financial Services, Manufacturing and Logistics.
Winsen helps turn your company AI-native: streamline the work your teams do by hand, and cut the cost of getting it done, in money and in hours.
Vera · Credit File Review. Every file in the Q3 retail book, checked against your policy.
Review queue
13 findings · 3 shownDrafted findings, paused for a named reviewerThe Winsen One console.
Your command center for AI employees: their queues, their findings, and everything waiting on your approval. Built for desktop; open it on your laptop.
Watch an AI employee work.
Not a diagram. The actual loop: it reads a file, raises a finding cited to the page, and waits for a named reviewer to approve it into the audit trail.
A credit file review employee, working its queue. Every finding cited, every approval yours.
Hired by role. It does the reading,
checking and drafting. You keep the call.
An AI employee owns one job end to end and submits its work for your approval. You run the whole team from one console, Winsen One.
AI employees do defined jobs.
Credit file review. Reconciliation. Freight bill audit. Each one is hired for a job your team already knows, and it works the whole queue, not a sample.
Every action is approved.
Every output is a draft until a named person on your team signs it. Findings, closures, disputes: nothing counts without approval. That is the contract, not a feature.
Every event has a log.
Each document read, check made and approval given is logged with its evidence. Your auditors get a cleaner trail than manual work leaves today.
The difference is not speed.
It is coverage.
Every file reviewed, not a sample.
Coverage goes from the few percent a hand review can sample to every file in the book, each read against your own credit policy.
Every output approved by a named person.
Nothing counts until someone on your team signs it, and the approval is logged with the evidence that sits behind it.
First measurable proof in weeks, on files you have already reviewed.
Run it on a stack of work your team has already checked. It reports what your process caught and what it missed, on your own ground truth.
A manual report, remade.
The same portfolio review, the same month. On the left, sampled by hand. On the right, every file read and the report signed off by a named officer.
Portfolio review · June 2026
Retail home loan book. Every file screened against policy; findings page-cited.
Three steps. No rip-and-replace.
Connect your tools
Email, drives, exports from the systems you already run. Some employees need no connections at all; the ones that do list those prerequisites on the role card before you hire. Your stack does not change.
We learn your processes
Your SOPs, policies and rate contracts go in. Living process maps come out, visible to your team, with every rule cited to the exact clause and page. Large documents are read index-first, section by section. Your process, not a generic checklist.
Set the tasks
Give each employee its queue. It works oldest-first, drafts every output with evidence for approval, keeps a journal your manager can read in a minute, and turns every correction into an improvement it proposes, never silently applies.
Every industry has three sides. We staff all of them.
Core is the work that earns the revenue. Control is the work that checks it. Business Support is the back office behind both. We build AI employees for each side of your industry.
Financial Services
The lending back office, staffed by AI employees.
- Asha · Loan file & PDD
- Title & legal document review
- Vera · Credit file review
- Kai · Alert disposition
- Ira · Reconciliation
- Co-lending & partner documentation ops
Manufacturing
The plant's paperwork, staffed by AI employees.
- Tara · Supply chain follow-up
- GRN & material documents
- Mira · Quality records review
- Deviation & CAPA drafting
- Neel · AP & GRN reconciliation
- Procurement documents
Logistics
The documents behind every shipment, staffed by AI employees.
- Zara · Operations documentation
- Customs entry preparation
- Freya · Freight bill audit
- Compliance & inspection readiness
- Dia · Settlements & disbursement audit
- Carrier invoice operations
The role you need is not here? We build it.
Every employee on this page is built on the same foundations: your processes read in, every check cited, a person approving every output. Name the job and we build the employee for it, on demand.
Security you can inspect, not take on faith.
Every AI employee's output is a draft until a named person on your team approves it. Every read, check and approval is logged with its evidence. Your data is never mixed with another customer's, never trained on, and exportable. Enterprises that need full isolation get it: a dedicated single-tenant unit or a deployment on your own infrastructure, with your own database, storage and domain.
No output without a named approver
Every output is a draft until a person on your team signs it. The approval is logged with the evidence.
No customer data mixed with another's
Your data is yours alone. Never pooled with another customer's, and exportable at any time.
No training on your data, ever
Not by us, not by a model provider. Your documents run your employees, nothing else.
No expansion without measured results
Deployments grow only when approved-work volume, time returned and error rates make the case.
No black-box runtime
Platos, the runtime your AI employees think on, is open source. Read it, audit it. We operate it in every deployment.
No action outside the audit trail
Every read, check and draft is logged with its reasoning. Nothing can be edited after the fact.
Tell us the job that hurts.
The queue that never clears. The review that only samples. We come back with the employee and a pilot you can measure in weeks.
Our team replies within one business day.
Your data stays yoursHuman approval on everythingEvery action audited
Straight answers.
No dodging, no contact-sales-to-find-out.


