Whether it's a line down or a field failure, you need answers fast, not a week-long investigation
Disconnected systems mean hidden problems. When issues hit, your team spends days just gathering the data to understand what happened.
Complement unlocks in weeks what previously took years to build: data integration across all your manufacturing systems, unified into a single queryable layer. Trace issues across systems, find root cause in minutes, and identify correlations down to the component level.
Disconnected systems mean hidden problems. When issues hit, your team spends days just gathering the data to understand what happened.

Which lots are affected? What do these failures have in common? Where did the issue start? Questions that used to take days now take seconds.
And it doesn't wait for you to ask. The AI runs continuously — spotting drift, identifying emerging issues, and alerting your team before problems escalate.
Natural language briefing combining all data sources—"here's what matters today."
Auto-delivered alerts for capacity warnings, vendor batch opportunities, and downtime spikes.
Rejection trending and high-risk part identification to minimize scrap and rework.
Identification of slower-than-expected jobs to increase throughput and reduce cycle time.
FAI data ingestion pipeline enabling automated process capability reporting.
Auto-generated Cpk/Ppk and control charts to optimize inspection rates.
Complement reads your systems—databases, equipment, vendor records, spreadsheets—and generates the integrations automatically.
Data from disconnected sources becomes a single queryable layer. Ask questions that span every system.
Complement traces issues, runs root cause analysis, and surfaces patterns your team would never find manually.
Read-only connections. Zero production disruption. Deployed in weeks.

Founder and CEO

Founding Engineer

Founding Engineer

Founding Engineer

Member of Technical Staff

Member of Technical Staff
