SOUNDS FAMILIAR?
Your Tuesday morning, probably.
If any of these challenges sound like your operation, the fix is within your reach: they follow patterns we've solved before.
Orders come in by email, PDF, even fax, and someone rekeys every one into the ERP.
Quoting waits on two estimators reading drawing packages line by line.
The same numbers get typed three times: order entry, production, invoicing.
Quality logs and certificates live in spreadsheets nobody quite trusts.
We can see the plant floor. We can't see it in the numbers until month-end.
THE PATTERNS BEHIND THE PAIN
Problems like these follow patterns.
Across every industry we work in, the grunt work that holds growth back keeps taking the same shapes. Manufacturing operations run on two of them.
High-volume knowledge work
What it is
Documents that need judgment at a volume people cannot sustain.
Real-time data intellligence
What it is
Clean, structured data that turns day-to-day operations into intelligence.
Over 70% of invoices, no human touch.
TFS Global adopted an AI pipeline that reads 19,000 monthly emailed invoices, categorizes maintenance types and creates work orders in Salesforce. People review only the exceptions. Clean data from invoice automation now powers cost intelligence and fleet analytics.
70%+
invoices processed with
zero human touch
zero human touch
~$750k
estimated annual
savings
savings
Real-time
from a 2-3 week
turnaround
turnaround
~10
staff redeployed to
higher-value work
higher-value work
One win leads to another. The first solution created the clean data the next two run on.
Invoice Automation
Cost Intelligence
Fleet Analytics
We turned invoice processing from a manual bottleneck into a scalable, automated operation that supports growth and better customer insights.
NO RIP AND REPLACE
Wraps around how you already work.
QUESTIONS MANUFACTURERS ASK
Asked by people who run operations like yours.
true
Our orders arrive as emails, PDFs and faxes. Can AI really read them?
That mix is the normal starting condition, not the exception. OCR and language models read each order whatever the format, check part numbers, pricing and quantities against your ERP master data, and enter clean orders automatically. Anything that doesn't match is flagged for a person, and the system gets more accurate every time your team corrects one.
We've been burned by IT projects before. Why is this different?
Because we don't start with technology, we start with your bottlenecks. We spend the first days on your floor and in your back office learning how work actually flows, then assemble your AI in weeks from proven components rather than writing custom software from scratch. You see it working on your own documents before full rollout, and we stay on after go-live to make sure it sticks. No eighteen-month implementation, no big-bang cutover.
Do we have to replace our ERP?
No. Your AI wraps around the ERP you run today, whether that's a modern cloud system or something that's been faithfully doing the job for fifteen years. Orders, invoices and updates land in it as clean, validated data, and your team keeps the system of record they know. If you upgrade later, the AI adapts to the new setup rather than locking you in.
What happens to the people doing order entry and paperwork today?
They move to the work that actually needs them: exceptions, supplier issues, customer questions and the improvements nobody had time for. Our clients redeploy people rather than lose them, and we involve your team from the first week, so the AI is something they shaped, not something done to them.
How fast until it is live?
Working software typically lands in weeks six to eight weeks, starting with your highest-volume bottleneck. Measurable savings follow in the first quarter, and the clean data your first solution creates opens up the cost and production intelligence you could not see before. Your exact timeline depends on your documents and systems; we map it with you in the first days of the engagement.
NOT YOUR INDUSTRY?
Find the operation that looks like yours.
See what AI could do for your plant.
Every engagement starts with a conversation. We'll respond within one business day.
