AI Solutions

Overview

AI applied where it moves the needle

Rather than bolting AI on as a buzzword, we apply it to the specific bottlenecks VLSI teams already know: triaging bugs, prioritizing regressions, and exploring the design space faster. Our AI practice is built by the same engineers who run the verification flows it supports.

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AI-Driven Capabilities

17+

Yrs Combined VLSI Depth

Global Delivery Hubs

Team Across VLSI + AI

What's Included

Four ways we bring AI into your flow

AI-Assisted Bug Detection

Models trained on your verification and simulation data flag anomalies and likely-bug patterns earlier in the design cycle.

Anomaly detection on waveform/log data
Pattern-based bug clustering
Automated triage assistance
Integration with existing UVM flows

Regression Prioritization

ML-ranked regression suites surface the highest-value tests first, so compute time and turnaround go where they matter most.

Historical failure-rate modeling
Smart test-suite ranking
Compute & farm-time optimization
Coverage-aware scheduling

AI Design Exploration

Optimized design-space exploration that uses AI to weigh power, performance and area trade-offs faster than manual iteration.

PPA trade-off modeling
Automated parameter sweeps
Faster convergence on target specs
Data-backed design recommendations

AI Consulting for Design Teams

Hands-on advisory that helps engineering teams adopt AI tooling responsibly, without disrupting flows that already work.

AI readiness & data audits
Tooling & workflow recommendations
Pilot project design & rollout
Team enablement & training

Why Semaitech

AI built by verification engineers, not the other way around

Grounded in real VLSI flows

Every AI capability is built to plug into UVM, EDA and regression flows you already use.

No rip-and-replace

We layer AI onto your existing methodology instead of asking you to start over.

Consulting-first approach

We start with an audit and a pilot, so the team sees value before scaling adoption.

Transform Ideas into Intelligent Solutions

Accelerate digital transformation with AI-driven automation, large language models (LLMs), computer vision, recommendation systems, and enterprise AI solutions designed for measurable business impact.