Your AP team should be running cost control. Not chasing invoices.
The AP Dilemma
Your subcontractor invoices are running your AP team. Not the other way around.
A subcontractor invoice arrives. Your AP officer locates the PO, checks line items against the contract scope, keys the data into the ERP, and routes it for approval. Then sixty more arrive this week. Different formats. Different cost codes. Different suppliers. Every one manually processed. Every discrepancy found at month-end, when it is already too late to adjust the payment run.
It happens across every project. The margin exposure compounds every quarter.
THE REALITY
2.4 hrs
Average processing time per invoice across your AP team
Format reading, PO lookup, line-item checking, ERP entry, approval routing. Every invoice. Every time.
THE ANNUAL COST
480 hrs
In AP overhead spent on avoidable manual processing per year
At senior AP officer rates. That’s headcount budget spent on data entry instead of cost control and margin protection.
THE REAL RISK
1 in 3
Construction invoices contain a discrepancy missed under volume pressure
Duplicate payments, amounts exceeding PO, and missing project codes surfacing in reconciliation - after the payment run.
Manual AP processing compounds across every project. Overhead, missed discrepancies, duplicate payments, and spend you can’t see by project until it’s too late to act on.
per year, every year
The solution
The Accounts Payable Agent.
Continuous. Auditable. Connected directly to your ERP.
Monitors your invoice inbox continuously, reads every subcontractor invoice regardless of format, validates against the matching PO and project budget, and loads structured data into your ERP automatically. Spend is tracked live by supplier, dollar value, and project. Your AP team reviews exceptions only.
How it works
See It Running
A real project brief. Real documents.
No simulation.
Watch the Architecture Project Assistant answer a complex NCC compliance question across the Arcare Group 9 project set — drawing number, revision, and clause cited in under 8 seconds.
1,559
Invoices processed in one month - zero manual entry
71.6%
AI extraction accuracy on first pass, improving continuously
$2.4M
Monthly spend tracked live by supplier and project
Results
The outcome isn’t a promise. It’s a pattern
"They understood our business, our data, and our people. The AI didn’t replace our team — it gave them their time back and removed the processing work that was slowing everything down."
Rick Bazerghi
Meir Australia
"Cost visibility that used to take days to reconstruct is now live across every project. It changed how our finance team operates and how fast our project managers can act on spend data."
Tony Saad · Director
RinseAI
"humaniseAI showed real integrity - transparent, auditable AI where every recommendation is explainable and every number is traceable to its source document."
David Sera, Founder
Kartclass
Honest comparison
Manual process vs generic AP software vs humaniseAI
Three ways to handle subcontractor invoice processing in construction. Here’s what each actually delivers.
Every month of manual AP is a month where margin leaks through invoices you haven’t properly validated.
Construction margins are too tight to absorb duplicate payments, unapproved variations, and budget overruns that surface at month-end. The builders automating their AP now have live cost visibility their competitors are still reconstructing from reports. Every manual invoice is margin exposure your team shouldn't be carrying.
Special offer
AI council incubator
We build AI inside your AP workflow. At no cost
Your invoice inbox, your subcontractor base, your actual ERP environment. Live in six weeks. Measurable result at 30 days. You decide whether to scale.
What you get
AP Agent connected to your invoice inbox and ERP
Multi-format ingestion across your full subcontractor base
Automated PO matching and budget validation
Live spend dashboard by supplier, dollar, and project
Full audit trail from source document to ERP entry
30-day results report
No licence, platform, or ongoing commitment required
What happens after you apply
Submit the 2-min form
AI consultant calls within 1 business day
45-minute scoping call
Results at 30 days
2 spots remaining for Q2 2026 for Your Construction Business
Common Questions
Straight answers
Does it only work with one inbox type, or can it connect to others?
The agent is built to monitor your invoice inbox continuously. If your AP invoices arrive through a different channel or email platform, we confirm compatibility in the scoping call and design the ingestion accordingly.
Which ERP does it integrate with?
The AP Agent integrates with your existing ERP environment. We confirm compatibility in the scoping call before building anything. If integration is not viable, we tell you in the first conversation.
How does it handle invoices that do not match the PO?
Discrepancies are flagged automatically and queued for human review. Common flags: PO number not found, duplicate invoice detected, amount exceeds PO, missing project code. Your team reviews flagged items only. The agent does not push anything it cannot validate.
What if the extraction reads an amount or field incorrectly?
Every extracted value is traceable to the source document. The agent flags low-confidence reads for human review rather than proceeding. Accuracy improves as the system calibrates to your supplier formats. Current first-pass extraction accuracy is 71.6% and increases with use.
How long does implementation take?
Six weeks to a live integration. Scoping in weeks 1 to 2, build in weeks 3 to 6, real invoices processing at 30 days. Success metric agreed before we start.
Can this scale across multiple projects and entities?
Yes. The Incubator starts with one entity and invoice stream to prove value, then scales across the business once the result is clear.
What does it cost after the free proof of concept?
The first POC is at no cost for construction businesses at $15M+ revenue. Ongoing engagements are scoped and priced before they start. If it is not the right fit, we will tell you in the first call.
About humaniseAI
Built by practitioners. For high-margin, high-volume environments.
Senior practitioners with direct experience inside construction finance, project operations, and regulated commercial environments. Not AI researchers, but operators who have worked inside the subcontractor management pressure, the payment compliance risk, and the margin exposure that comes with project-based scale.
Working systems built to hold up under CFO scrutiny, external audit, and subcontractor payment legislation. Human judgement in control at every step.
Who this isn’t for: Construction businesses under $15M annual revenue, or those seeking a general AI evaluation. We will say so in the first call.
WHO THIS IS FOR
Builders and contractors at $15M+ processing 100+ subcontractor invoices per month
CFOs and Finance Directors with margin risk from unvalidated AP at volume
Businesses where budget overruns and duplicates surface at month-end
Project-based businesses needing live cost visibility by project
Finance leads who have outgrown manual AP
AI Council Incubator - Construction . Q2 2026
Stop manually processing subcontractor invoices.
Scoping call, not a sales call. We map your AP workflow and find the one process carrying the most overhead or margin risk. If the AP Agent is not the right fit, you will know in 45 minutes.
Apply for the AI Council Incubator for Construction Businesses
2-minute application · AI specialist responds within 1 business day
Guarantee: If the Accounts Payable Agent isn't the right fit in the scoping call, we'll tell you before we build anything. No cost, no obligation, no follow-up pitch.