Your AP Workflow Is a Bottleneck. Here's How We Automated It.
If you run a property management company, you already know the pain. Utility bills from a dozen vendors hit your inbox every month. Vendor invoices pile up from every completed work order. And somebody on your team has to sit down, open each one, find the service address, match it to a unit, type it into your PMS, and repeat. Over and over.
It's not complicated work. It's just tedious, error-prone, and relentless. At 5-10 minutes per invoice, a company managing 400 doors can easily burn 8+ hours a month on data entry alone. That's a full workday spent doing something a system should handle.
We built that system. It's called DocRunner, and it runs entirely inside your Monday.com workspace. Bills come in, AI extracts the data, you approve, and it posts to your PMS. End to end. No exports, no double entry, no chasing down PDFs in email chains.
The Real Problem Isn't Data Entry. It's Orchestration.
There are point solutions that read invoices. AI-powered OCR tools have been around for a while. But if you've tried any of them, you've probably noticed the same thing: the reading part works, but the rest doesn't.
The bill gets scanned. Then what? Somebody still has to download the extracted data, verify it against your portfolio, map it to the right GL codes, get it approved, and push it into your PMS. The "automation" handled one step and left you with five more.
This is the orchestration gap. Most tools solve a slice of the problem. What operators actually need is a system that owns the outcome from the moment a bill arrives to the moment it's posted in their accounting system. That's what we built.
Three Ways In
The first challenge with AP automation isn't reading the document. It's getting the document into the system in the first place.
Email Forwarding
Set up auto-forwarding from your utility accounts or vendor contacts to a dedicated inbox. The system picks up attachments automatically and queues them for processing.
Portal Agents
Some vendors don't email bills. You have to log into their portal, navigate to billing history, and download the latest statement. We built AI web agents that handle this for you. Configure access once, set a schedule, and the agent logs in, navigates, downloads, and feeds the invoice directly into the pipeline.
Direct Upload
For one-off invoices -- drag and drop it into the system. Same processing, same workflow.
AI That Reads Like Your Best Employee
Once a document enters the system, the AI extraction layer takes over. Clean PDFs with selectable text get parsed directly. Scanned documents and photos run through vision models that read the document the way a human would.
But extraction alone isn't enough. The real value is in matching. DocRunner maps every extracted field to your actual portfolio -- your properties, your units, your vendors, your GL codes.
Trained on Your Portfolio, Not Generic Models
During setup, DocRunner pulls your existing data from your PMS -- vendors, properties, units, GL codes, and historical bills. The agent learns how you categorize things, how you allocate charges, and how you handle edge cases.
A new hire would need weeks of training to understand your chart of accounts. DocRunner picks up where your existing operations left off, with the institutional knowledge baked in from the start.
Confidence Thresholds: You Stay in Control
Automation without guardrails is a liability. That's why DocRunner operates on a confidence threshold model.
Every field the AI extracts and matches gets a confidence score. When the system is 90% or higher confident in a match, it auto-fills the field. When it's not, it flags that specific charge for your review.
And here's the compounding part: every correction trains the model. The flags become less frequent over time as the system learns your corrections.
Nothing hits your PMS without your approval. Review, approve, push. One click sends validated bills to your PMS in batch.
The Math
The economics are straightforward. Most operators spend around 10 minutes per bill on manual entry. The average company processes roughly 0.5 bills per unit managed per month.
Run those numbers on a 400-door portfolio and you're looking at roughly 200 bills a month. At 10 minutes each, that's over 33 hours of manual data entry every single month.
With DocRunner, each bill takes roughly 10 seconds to review and approve. A 400-door operator goes from 30+ hours of AP work to under an hour.
Why This Lives Inside Monday.com
We didn't build DocRunner as a standalone tool. It runs inside your Monday.com workspace because that's where the rest of your operations already live.
Your work orders, your leasing pipeline, your maintenance queue, your vendor relationships -- if you're a LaunchEngine customer, all of that is already structured in Monday.com. DocRunner slots into that same ecosystem.
This is the compound advantage of building an operational layer rather than buying point solutions.
Getting Started
Setup is fast. We import your vendor and property data directly from your PMS, configure your intake methods, and the system begins processing. Most customers are live within a day.
DocRunner is included free with your LaunchEngine workspace subscription. No per-bill fees, no setup costs, no minimums.
If you're spending hours on AP every month, or paying someone else to, this is the workflow to eliminate it.