AI Process Mining Agents

The traditional vendors built dashboard-first products: you license the platform, run a mining project, and look at the maps. PipeIQ is agent-first: the same discovery, variant analysis, and conformance checking run continuously, embedded in the workflow, and tied to action triggers. The mining is a means, not the product. We typically come in 60–80% lower in total cost for a comparable scope.

No. Agents handle the extraction, alignment, and case-ID stitching that traditional mining requires you to do upfront. Most engagements start with two or three source systems and add more as the value proves out. A clean Lakehouse is the cleanest path; we also work with raw extracts.

Yes. Agents run inside your VPC or sovereign region, log every data access and inference, and produce audit packages mapped to SR 11-7, SOX, GxP, HIPAA, and equivalent frameworks. See the financial-services and process-improvement-agents pages for the regulatory mapping.

Two to three weeks for the first end-to-end process map with variant analysis and conformance scoring. The first action-triggering automations follow 4–6 weeks later. We benchmark every engagement against a baseline cycle-time or cost metric you pick on day one.

We use process mining only where event data is rich enough to be informative. For manual processes, agents observe through screen recording, email metadata, and document timestamps — task mining rather than classical process mining. The two are complementary and ship together when needed.