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dVI
AI for Pre‑Silicon • Private by design

Verification Intelligencefor Pre‑Silicon Teams

Overnight failures to a morning plan. dVI™ clusters your regressions and DeepDebug™ traces each failing test to its root cause — with on‑prem privacy and cost transparency.

bash
# install and point to your regression root
pip install dvi
dvi monitor ‑‑reg‑root /proj/nightly

Give your team their mornings back

See dVI™ analyze your latest regression, pinpoint root causes with DeepDebug™, and deliver a prioritized morning plan — securely on‑prem.

Verification‑ready features

What you get on day one

Drop into your existing regressions and get instant signal: AI triage, DeepDebug™ root‑cause, grounded chat, and live health — all on‑prem.

DeepDebug™ Root‑Cause
LLM‑powered agentic mode that hunts the true reason each test failed, gathers all relevant context, and lets you iterate via a modern chat interface.
Instant AI Triage
Overnight analysis produces clustered failure groups with executive summaries and prioritized action items.
Real‑Time Monitoring
Live dashboard tracks pass rate, failure deltas, and cost — optimized for regression workflows.
Multi‑Simulator Logs
Out‑of‑the‑box patterns for VCS, Xcelium, Questa, Verilator and more using AI‑assisted parsing.
Conversational Debug
Ask natural questions about current failures. Chats are grounded in your latest triage, DeepDebug™ insights, and logs.
On‑Prem Privacy
Everything runs inside your network. Zero data exposure and full IP protection.

Built for verification teams

  • Leads: Track new vs existing failures. Prioritize by impact.
  • Engineers: DeepDebug™ root‑causes tests and reduces log spelunking.
  • Managers: Clear rollups by run, test, and owner to plan the week.

Ready to see it on your regressions?

We’ll connect to a sample run, cluster failures, and walk your team through the morning plan.

Talk to us

Reduce triage time and unblock schedules

From noisy logs to clear action

Summaries for leadership, DeepDebug™ insights for engineers, and portable artifacts for everyone.

From 3 Hours to 15 Minutes

Start the day with a concise P0/P1 brief and ready‑to‑use action items. Morning stand‑ups become decisive, not exploratory.

From 3 Hours to 15 Minutes

See What Matters First

Smart clustering reduces noise and highlights the few root causes that unblock the most tests.

See What Matters First

Deploy Anywhere, Own Everything

Containerized, filesystem‑native artifacts (JSON/JSONL). No proprietary DBs. Easy to audit and integrate.

Deploy Anywhere, Own Everything

Why dVI™ over scripts + spreadsheets

dVI™ unifies incremental monitoring, DeepDebug™ root‑cause, AI parsing, and contextual chat into a single, reproducible pipeline your whole team can trust.

Advantages

  • DeepDebug™ automatically surfaces the true root cause of each failure
  • Incremental scan avoids reprocessing and NFS overloads
  • Versioned triage snapshots with “latest” convenience link
  • Grounded chat that already knows your regression context
  • Bounded concurrency to keep EDA servers stable
  • Cost and token telemetry per regression run
  • Plain JSON artifacts for long‑term portability

Built for verification teams

  • Leads: Track new vs existing failures and unblock the schedule faster
  • Engineers: Spend time fixing, not spelunking in logs—DeepDebug™ does the digging
  • Security: 100% on‑prem with your keys and zero data exposure