The pile nobody flags as a problem
Every business we walk into has some version of the same pile. Vendor invoices buried in a shared inbox. Signed contracts in a drive folder nobody named consistently. Delivery tickets photographed on a jobsite and never filed. Staff spend thirty to sixty minutes a day moving paper that should move itself. It has always been this way, so nobody writes it up as a problem.
The cost compounds quietly. Late-payment discounts missed. Change orders that never made it to the job record. Certificates of insurance that expired three months before anyone noticed the sub on site was uninsured.
How we build it for your actual documents
The category is mature. What generic tools get wrong is your documents. Your subcontractor lien waivers, your material tickets, your specific vendor invoice formats, your insurance certificates. We inventory what actually flows through your business, build extraction models against those formats, and wire the output to the system that is supposed to receive it.
Routing follows your existing authorization rules. Invoices over a threshold hold for approval. New-client contracts create the job in your field service software and fire the welcome email. Expired COIs alert the project manager before crew day. The triage you are doing by hand becomes a rule in a queue.
What changes after launch
Week one, staff stop sorting and start posting. AP clerks book invoices instead of hunting them. Project managers see change orders inside the job record. Owners stop being called about where a document is. Labor savings cover the run cost inside the first quarter for most Cumberland County clients.
Month three, you notice the archive. Every document you have ever processed is searchable by vendor, amount, date, job, or type. Audits that took two days take twenty minutes. Client disputes get resolved on the same call they come in on.
What we install
- Inbox watchers on email, shared drives, and portal uploads
- Classification model trained on your actual document types
- Extraction pipelines for invoices, contracts, certificates, and delivery tickets
- Approval routing aligned to your authorization thresholds
- Integrations with QuickBooks, ServiceTitan, Jobber, SharePoint, or whatever your system of record is
- Anomaly alerts for duplicate invoices, expired documents, and missing required fields
What you get
- A production pipeline handling your real document volume
- Versioned extraction models with documentation
- Exception dashboard with routing history and a review queue
- Runbook for adding new document types as vendors and formats change
- Thirty days of post-launch monitoring with Landfall on call for edge cases
- Documented SLA for uptime and extraction accuracy
Questions
What happens when the model misreads a document?
Every pipeline has a confidence threshold and a human exception queue. Documents below threshold get a thirty-second human review instead of posting wrong. We tune the threshold during the first month against your real error tolerance.
Can it handle multiple formats from different vendors?
Yes. That is the core of the job. We inventory document variety during scoping so nothing falls through, and we build a model per document type rather than one model trying to handle everything.
Do we have to replace our accounting software?
No. We push data into what you already run. QuickBooks, ServiceTitan, Jobber, Sage, whatever. The pipeline is plumbing behind your system of record, not a replacement for it.
A vendor just changed their invoice template. Now what?
You submit a ticket. We retrain the extraction for that vendor. Most format changes take under a day. Model maintenance is part of the run contract.
How fast do we see the time savings?
Inside the first week. The volume sitting in the exception queue is typically under five percent, which means the other ninety-five percent is routing without anyone touching it from day one.
Next step
Book a thirty-minute diagnostic. We look at your actual workflow and tell you whether this fits. Free. No slides.