Platform
A workflow engine for the documents you run on
StencilFlow watches your mailboxes, reads what arrives, checks it against your rules and writes the result to your systems. People see only the cases that need them, with the reason on top.
What lands
StencilFlow
- Read
- Build the case
- Check rules
- Route
Outcome
The loop
Five steps from inbox to decision
Every workflow follows the same loop. Each step is visible, configurable and testable on its own.
- 1
Arrive
Mailboxes and file drops are watched continuously. Every attachment is classified and sent down the right path.
Learn more - 2
Read
PDF, email body, Excel and CSV parsed into fields and line items: templates for known layouts, AI reading for scans.
Learn more - 3
Check
Your business rules run on every case and every line: completeness, tolerances, codes, enriched against your data.
Learn more - 4
Decide
Each case is routed automatically: straight through, to a reviewer, or to an exception queue.
Learn more - 5
Act
Records are written to your systems, files are produced, Excel templates filled and the right people emailed.
Learn more
Two views
Build it in one view. Run it in the other.
Designers shape the workflow as a graph. Operators watch it run and step in where they are needed. Same platform, two clear jobs.
- Read
- Map
- Check
- Route
- Act
Design view
Every step of the workflow on one canvas: sources, reading, checks, routing and actions. Draft with the AI assistant, test on real documents, then activate a version.
AI-assisted designHandled automatically
Delivered without a person
Needs you
- ReviewPDFCertificate
- ReviewEMLDeclaration
- ExceptionXLSXPrice list
Operations view
What ran by itself, what needs a person and exactly why. Connector health, an attention queue and run history in one console, with an all-clear when it is quiet.
Operations consoleCapabilities
Everything a document process needs, in one place
From the mailbox to the system of record, and the tooling to build, change and run it safely.
Arrive
Intake & sources
It reads what your counterparties actually send.
Read moreRead
Document reading
PDF, email, Excel and CSV turned into fields and line items.
Read moreIdentify
Cases
One shipment, four documents. They must all agree.
Read moreCheck
Rules & reference data
Your rules decide. Nothing is a black box.
Read moreDecide
Review workspace
People where judgement is actually needed.
Read moreAct
Actions & integrations
It sits between the inbox and your systems of record.
Read moreBuild
AI-assisted design
Design time is AI. Runtime is not.
Read moreGovern
Versioning & testing
Power, with guardrails.
Read moreRun
Operations console
Ideas built in hours still have to run for years.
Read more
How AI is used
Design time is AI. Runtime is not.
AI helps you build a workflow quickly. Once it is live, the workflow runs exactly as designed, every time.
Design time
- Plain language and sample documents in, a draft workflow out
- Every step named, positioned and inspectable
- You edit a graph, not a prompt
- Validation and dry runs on real documents before anything is live
Runtime
- Fixed, ordered execution: no improvisation
- Business rules with a verdict you can read
- Deterministic case IDs: same case, same ID
- Every outcome traceable to the step and rule that produced it
Outcomes
Three outcomes, never a grey area
Every case ends in one of three states, with the reason recorded.
Straight through
Every check passed. The result is written to your systems without anyone touching it.
Human review
A check needs judgement. The case waits in the review workspace with the failed check on top.
Exception
Something is wrong or missing. The case goes to the exception queue with a clear reason.
Integrations
Fits between the inbox and your systems of record
StencilFlow does not replace your ERP, TMS or WMS. It takes what arrives and writes approved results where they belong.
In
- Microsoft 365 / Outlook
- Gmail
- IMAP mailboxes
- File drops
StencilFlow
Read · Check · Decide
Out
- ERP (SAP, M3)
- Shopify
- TMS / WMS
- Portbase
- Excel templates
- REST APIs
Ready to look at your inbox?
Bring one process and a handful of real documents. We show you the path from inbox to decision, on your own data.