Turn fab data into engineering velocity

Empower your engineering teams with purpose-built
agents that embed deep semiconductor domain
expertise into every workflow
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Engineering time is too valuable to waste.
‍That’s where Emergence delivers the most impact.
We help semiconductor teams accelerate problem detection, improve yield, and increase efficiency by turning messy and fragmented data across tools, formats, and teams into continuous, actionable insights.
‍
Built on decades of deep semiconductor expertise and developed in partnership with leading design and manufacturing organizations, Emergence automates the labor-intensive data gathering and analysis that consume a disproportionate share of engineering time.
Purpose-built agentic workflows for semiconductor operations
The result is a true engineering force multiplier that reduces manual effort and data wrangling while enabling teams to
focus on higher-value innovation, decision-making, and problem solving.
Faster NPI ramp and pre-silicon
readiness
Continuous, always-on visibility across
all products and fabs
Proactive yield excursion and anomaly
detection, correlation, and root-cause
analysis
Ongoing identification of yield, test, and
process improvement opportunities
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Value & Features

Enterprise context
Contextualize to your organization
Institutional Knowledge
Capture
Standardize best-in-class analysis methods and encode expert knowledge into repeatable workflows, ensuring consistency, accelerating onboarding, and preserving organizational know-how.
Seamless Enterprise
Integration
Integrates with existing data platforms and ecosystems, including OptimalPlus (NI / Emerson), to maximize value from your current infrastructure.
Continuous
learning
Learns and improves over time. Transparent reasoning for traceability.
Engineering impact
Accelerate Yield
and RCA
Multi-Dimensional
Insights
Uncover yield optimization opportunities, process issues, and test efficiency gains through automated correlation across design, manufacturing, test, and reliability data
Interactive reporting and
dashboards
Interactive reports which can be exported to PowerPoint, PDF, Word, Excel, etc. Reports can also be pre-built via workflows to included common analyses like RCA
AI Assistant Built for
Semiconductors
Ask questions in natural language and receive instant, domain-aware analysis and visualizations—without manually stitching together data from multiple tools
Operations
Scale
Intelligence
Autonomous 24/7
Monitoring
AI agents continuously monitor all products, fabs, and partners to detect yield excursions and anomalies, automatically surfacing the most critical issues for engineer review
Full Lifecycle & Portfolio
Coverage
Monitor hundreds of products across every stage from wafer acceptance and sort through final test and customer returns eliminating blind spots across manufacturing and quality operations
Automatic
alerts
Configurable alerts for specific yield thresholds
Enterprise context

Contextualize to your
organization

Institutional Knowledge
Capture

Standardize best-in-class analysis methods and encode expert knowledge into repeatable workflows, ensuring consistency, accelerating onboarding, and preserving organizational know-how.

Seamless Enterprise Integration

Integrates with existing data platforms and ecosystems, including OptimalPlus (NI / Emerson), to maximize value from your current infrastructure.

Continuous learning

Learns and improves over time. Transparent reasoning for traceability.
Engineering impact

Accelerate Yield
and RCA

Multi-Dimensional
Insights

Uncover yield optimization opportunities, process issues, and test efficiency gains through automated correlation across design, manufacturing, test, and reliability data

Interactive reporting and dashboards

Interactive reports which can be exported to PowerPoint, PDF, Word, Excel, etc. Reports can also be pre-built via workflows to included common analyses like RCA

AI Assistant Built for Semiconductors

Ask questions in natural language and receive instant, domain-aware analysis and visualizations—without manually stitching together data from multiple tools
Operations

Scale
Intelligence

Autonomous 24/7
Monitoring

AI agents continuously monitor all products, fabs, and partners to detect yield excursions and anomalies, automatically surfacing the most critical issues for engineer review

Full Lifecycle & Portfolio
Coverage

Monitor hundreds of products across every stage from wafer acceptance and sort through final test and customer returns eliminating blind spots across manufacturing and quality operations

Automatic
alerts

Configurable alerts for specific yield thresholds
Talk to us

Why Emergence

The leading agentic research lab + forward-deployed engineers with deep AI and industry expertise. All delivered as a
complete solution ready to tackle any business need. Say goodbye to off-the-shelf AI.
Scale expertise
company-wide
Put SME-level expertise in every employee's hands with AI that truly understands your business domain. Focus your senior experts on strategic priorities while AI handles knowledge transfer at scale.
Accelerate every insight
into real-time actions
Automate analysis across all your fragmented data and systems at a scale only AI can handle. Your team is able to get the insights they need using natural language to take immediate action.
Implement AI use cases
that actually work
While 95% of AI projects fail to reach production, Emergence provides the expert AI services to deliver purpose-built, fully-governed agentic solutions. Get from pilot to production fast—whether it's one use case or a hundred.
See what Emergence can
do for you.
Let’s set up a demo