AI, welded into the work.
Most AI projects die as demos. ProductWeld designs, builds, and deploys applied AI and automation inside your actual operation — then proves it with evidence, not slides. Start with a paid pilot. Scale only what works.
Start a paid pilot → See systems that run
The problem
Your team doesn't need another demo.
You need the manual, expensive, error-prone workflow — the one eating senior hours every week — replaced by a system that runs, is checked, and stays checked. That's the only thing we sell.
Find the costly seam
We map the workflow as it actually runs — tools, handoffs, exceptions — and price the cost of leaving it manual.
Weld the system in
A working deployment against your real tools and data, with guardrails, fallbacks, and a human override that actually works.
Prove, then scale
Every result is evidence-linked. If the pilot doesn't prove out on your numbers, you don't scale it. Simple.
Systems in the field
Built, running, evaluable.
Not concepts. Each of these exists, runs, and can be examined.
MissionGraph
Operational graph intelligence — people, organizations, events, and evidence in one navigable graph that humans and agents work from.
EvidenceOS
Independent execution evidence for agentic systems — compares what an AI workflow claims it did against what observably happened.
Agent assurance · regulated workflows · automation QA
HostGraph
Procurement intelligence for restaurant operators — supplier and purchasing data turned into decisions an operator can act on.
Restaurant operations · purchasing
Tradewind
Autonomous dealflow operations — scanning, qualification, and pipeline movement for acquisition-style workflows.
Deal teams · acquisition ops
Engagement
Paid pilot first. Always.
One workflow, your environment, fixed scope, a keep/kill decision at the end based on evidence. No retainer pitch before proof.
Start
One workflow. One pilot.
One decision with evidence.
Tell us which manual process costs you the most. We'll tell you plainly whether it's automatable, what it takes, and what it should return.
Start a paid pilot →