
Verification Intelligence™for 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.
# 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 usReduce 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.

See What Matters First
Smart clustering reduces noise and highlights the few root causes that unblock the most tests.

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

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