Going direct to the manufacturer
How Pearstop replaces slow, error-prone offshore MRO part research with a fast, checked one.
Why is buying MRO parts direct from the manufacturer so slow?
It usually starts with research: finding the real manufacturer part number behind whatever code a reseller or an old purchase order used. That research is typically outsourced to offshore research bureaus, commonly in India, working by hand — it works, but it is slow.
AI can do this research faster. It can also get it wrong in a specific way: general-purpose AI models hallucinate part numbers and don’t check their own work. That is exactly where a specialized provider matters — one with real experience running AI projects that verify what they produce rather than guessing.
Checked matches, not guesses
Pearstop matches part records against manufacturer reference data, flags anything it can’t confirm with confidence for human review, and replaces a slow offshore research cycle with a fast, checked one.
2 · Flag anything unconfirmed
3 · Route to a person to verify
Offshore research works, but it's slow
The traditional path outsources part-number research to offshore bureaus working by hand - accurate enough, but slow enough to hold up a purchasing decision.
AI, checked rather than trusted blindly
General AI models hallucinate part numbers if you let them guess. Matching against real manufacturer reference data, with anything uncertain routed to a person, gets the speed of AI without the risk.
Same problem with your MRO data?
Send us a sample of your part records and we'll show you what a checked match against manufacturer data looks like on your own numbers.
