Quality flags outpace the QA team.
Inspection reports, defect photos, and return-material requests arrive faster than engineers can triage, and the backlog ships problems downstream.
Industrial & manufacturing
Keep the line running when quality and supplier issues stack up.
Supplier onboarding, quality-inspection reports, warranty claims, and maintenance tickets are high-volume and unforgiving. Qrambo clears the routine ones and escalates the calls that need an engineer, with a record behind every decision. That includes extracting data from technical PDFs, automating compliance and quality checks, and retrieving past proposals so new RFPs draft faster.
Trusted by teams shipping AI to production
Why it stalls
The work that eats industrial ops teams alive.
Supplier onboarding drags for weeks.
Every new vendor needs document checks, certifications, and compliance review across disconnected systems before a single PO can move.
Downtime doesn't wait for a queue.
A maintenance or warranty ticket buried in an inbox becomes an idle line. Escalation has to be fast and on the record.
How it works
How Qrambo runs industrial operations.
AI runs the flow, your people own the last call, and the system learns from every correction. Live in production in about three weeks, not six months.
Onboard and vet suppliers without the multi-week wait.
Qrambo's agents collect vendor documents, check certifications and compliance status across your disconnected systems, and prep the record so a PO can move. The agent runs every new supplier through the full onboarding flow at once, and your team approves or flags each one in a single click.
Push orders and quality cases straight through.
On SAP order management the agent reads the order, validates it, and posts it. The production flow takes 15 minutes of manual work down to 30 seconds per order. Quality inspection reports, defect photos, and RMA requests are classified and triaged the same way, with the routine ones cleared and the borderline ones sent up.
Escalate what threatens the line, improve every week.
A critical defect, a warranty dispute, or a maintenance ticket that risks downtime routes to an engineer in about four seconds with the evidence attached. Every approval and override trains the model, so accuracy climbs off the 78% baseline at roughly 1.4 points a week.
Where Qrambo starts
The workflows we ship first for industrial.
Each one runs the routine cases end-to-end and routes the judgment calls to your team, with a clean audit trail behind every decision.
Sales ops
Pricing / RFP automation.
Read the incoming RFP, retrieve past proposals and pricing, and put a well-founded draft response in front of your team in hours.
Production ops
Quality assurance.
Compare product specs against packaging artwork before print, and catch mismatches at the cheapest possible moment.
Supplier ops
Supplier management.
Onboard suppliers in under 48 hours and keep managing them: documents, bank details, sanctions, and continuous compliance.
66%
Quality and warranty tickets triaged without engineer review
post-week-4 average
3.9s
Median time to escalate a critical defect or downtime ticket
p99 · 7.8s
2.4×
Faster supplier onboarding with automated document checks
vs. manual baseline
30days
From kickoff to first workflow live in production
median
Go deeper
See it work in industrial.
A real deployment, plus the benchmarks and playbooks behind it, with the numbers, the flows, and widgets you can play with.
Case Study
SAP order management: from 15 minutes to 30 seconds per order
B2B order entry is copy-paste between email, PDF, and SAP. Here is how an agent handles the routine orders end-to-end and hands a human the exceptions, cutting 15 minutes to 30 seconds.
Industry
Supplier onboarding: from weeks to days before the first PO
Certifications, document checks, and compliance review across disconnected systems keep a new vendor waiting weeks. Here's how to compress that to days without dropping controls.
Industry
Quality inspection triage before defects ship downstream
Inspection reports, defect photos, and return-material requests outpace the QA team. Here's how to triage them fast and put an engineer on the critical calls.
FAQ
Industrial AI agents, answered.
How does Qrambo speed up supplier onboarding and certification checks?
Qrambo's agents gather vendor documents, verify certifications and compliance status across your systems, and assemble the supplier record before a purchase order needs to move. Clean vendors clear automatically; anything with a missing cert or a compliance flag routes to your team. That turns a weeks-long onboarding into a same-day approval on the straightforward cases.
Can Qrambo automate SAP order management?
Yes. Qrambo connects to SAP and processes orders end to end: reading, validating, and posting them. On the production B2B commerce deployment, SAP order management dropped from 15 minutes to 30 seconds per order, with an operator approving anything the agent flags as unusual.
How does it handle quality inspection reports and defect photos?
The agent classifies incoming inspection reports, defect photos, and return-material requests, triages them by severity, and assembles the case file. Routine quality flags clear without engineer review, and a critical defect escalates to a person in about four seconds with the photos and context attached. Nothing that could ship a problem downstream sits unseen in a queue.
Does Qrambo replace SAP or our MES?
No. Qrambo runs on top of SAP, your MES, email, and the portals you already use, with no rip-and-replace. The agents read and write where they need to and give your business team an operator screen for approvals and a builder screen to adjust the flows themselves.
What happens with RMA and warranty claims?
Warranty and RMA claims are intake-heavy: photos, serial numbers, purchase records. Qrambo's agent assembles the claim, checks it against warranty terms and the maintenance history, then clears the clean ones or escalates a disputed claim with the evidence pack already built. Every decision is logged with the reviewer's name for a defensible record.
How quickly can we get a manufacturing workflow live?
Most teams have a first workflow in production within 30 days of kickoff, and Qrambo's average time to go-live is about three weeks from discovery. We start with your highest-impact flow, often supplier onboarding or SAP order processing, then map it, connect your systems, and deploy.
Keep the line moving. Clear the supplier and quality backlog.
Bring us your slowest queue: supplier onboarding, SAP orders, quality inspections, warranty claims. We'll map the flow, connect it to SAP and your existing systems, and stand up a live workflow your team runs and improves.