Complement

Actionable intelligence for every step of production

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.

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.

Robot arm

AI that understands
your entire operation

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.

What our customers have built with Complement

01

At-a-Glance Line Summary

Natural language briefing combining all data sources—"here's what matters today."

02

Proactive Alerts

Auto-delivered alerts for capacity warnings, vendor batch opportunities, and downtime spikes.

03

Unit Failure Analysis

Rejection trending and high-risk part identification to minimize scrap and rework.

04

Bottleneck Detection

Identification of slower-than-expected jobs to increase throughput and reduce cycle time.

05

Automated FAI Reporting

FAI data ingestion pipeline enabling automated process capability reporting.

06

Process Capability Reporting

Auto-generated Cpk/Ppk and control charts to optimize inspection rates.

How it works

01

Connect

Complement reads your systems—databases, equipment, vendor records, spreadsheets—and generates the integrations automatically.

02

Unify

Data from disconnected sources becomes a single queryable layer. Ask questions that span every system.

03

Act

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.

At Complement, we’re making physics the only limit in manufacturing.

Join Us

Team experience from

AppleTeslaNeuralinkMicrosoftAWS
James Redd

Founder and CEO

Alex Ju

Founding Engineer

Michael Retoff

Founding Engineer

John Ott

Founding Engineer

Ben Liang

Member of Technical Staff

Chris LaBruna

Member of Technical Staff

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