Avestra
Agentic AI for Hardware Verification

From Specification
to Tapeout-Ready
Assertions.

Avestra is a multi-agent AI system that generates production-grade SystemVerilog Assertions and Coverage directly from your RTL design and specification—in minutes, not days.

<1% Hallucination Rate
20× Faster than Manual
PCI_master.sv
● Avestra generating...
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// Generated by Avestra: PCI Master corner cases and illegal conditions
// Illegal: M_DATA must only go to M_DONE, M_ERROR, or stay in M_DATA
ast_master_data_legal_next: assert property (
@(posedge CLK) disable iff (!RST_N)
(state == M_DATA |=> (state inside {M_DATA, M_DONE, M_ERROR}))
) else $error("%m FAILED: ast_master_data_legal_next", state);
cov_master_data_legal_next_ante: cover property (
@(posedge CLK) disable iff (!RST_N) (state == M_DATA)
);
// Master abort timeout
ast_master_abort_timeout: assert property (
@(posedge CLK) disable iff (!RST_N)
((state == M_DATA && !devsel_seen &&
devsel_cnt >= DEVSEL_TO_4) |=> (state == M_ERROR))
) else $error("%m FAILED: ast_master_abort_timeout", devsel_cnt, devsel_seen);
cov_master_abort_timeout_ante: cover property (
@(posedge CLK) disable iff (!RST_N)
(state == M_DATA && !devsel_seen && devsel_cnt >= DEVSEL_TO_4);
// A_DEVSEL_CNT_INCREMENTS
ast_devsel_cnt_increments: assert property (
@(posedge CLK) disable iff (!RST_N)
((state == M_DATA && !devsel_seen &&
devsel_cnt < DEVSEL_TO_4) |=>
(devsel_cnt == $past(devsel_cnt) + 4'd1))
) else $error("%m FAILED: ast_devsel_cnt_increments", $past(devsel_cnt), devsel_cnt);
// devsel_cnt reset check: must be 0 on M_DATA entry
ast_devsel_cnt_reset_on_entry: assert property (
@(posedge CLK) disable iff (!RST_N)
(($past(state) != M_DATA && state == M_DATA) |-> devsel_cnt == 4'd0)
) else $error("%m FAILED: ast_devsel_cnt_reset_on_entry", devsel_cnt);
// LIVENESS - No deadlock in M_DATA
ast_master_data_no_deadlock: assert property (
@(posedge CLK) disable iff (!RST_N)
(state == M_DATA |->
##[1:(DEVSEL_TIMEOUT + 2)] (state != M_DATA))
) else $error("%m FAILED: ast_master_data_no_deadlock", DEVSEL_TIMEOUT + 2);
0 / 41 lines generatedSystemVerilog
20×
Productivity Gain
vs manual verification
<1%
Hallucination Rate
production-grade reliability
100%
Deterministic & Auditable
every assertion fully traceable
Any LLM
LLM-Agnostic
bring your own model or cloud
The Problem

Verification is still
painfully manual

~70% of silicon failures are functional. They are hardest to detect pre-silicon, slowest to debug, and most expensive to fix—yet assertion-based verification remains a largely manual process.

Today's Reality

  • Assertions handwritten — 20% of DV cycle wasted
  • Bugs escape to silicon — costs millions in re-spins
  • Coverage gaps invisible until post-silicon failure
  • LLMs one-shot, hallucinate, not connected to RTL

Real-world example: FIFO Off-by-One Bug

Off-by-one error in counter → fifo_full asserted one cycle late → data overwritten silently → corruption propagates. Works in most simulations. Only fails under specific timing patterns.

Avestra's Approach

  • Multi-agent AI generates full SVA suite from spec + RTL
  • Spec ↔ RTL inconsistency detection before first sim
  • SVA coverage-driven testbenches — comprehensive SystemVerilog tests auto-generated
  • Fully auditable, deterministic — not just prompting
sequencepropertyassertassumecovervacuity-guardedmulti-clockedrecursive
Capabilities

Built for production-grade
comprehensive verification

Avestra doesn't merely generate SVA from Spec/RTL. It extracts microarchitectural intent, classifies verification semantics, maps them to design objects, and emits traceable assertions with confidence scores.

Hybrid AI Architecture

Combines a rule-based reasoning engine with multi-agent orchestration. Not just prompting — deterministic, auditable output with every run.

<1% Hallucination Rate

Proprietary RAG database with deep SVA domain expertise ensures production-grade, sign-off-quality assertions.

Multi-Agent Orchestration

8 specialized agents work in concert: Spec Interpretation, RTL Context, Assertion Generation, Cross Check, Conflict & Consistency, Simulation, Feedback, and Coordinator.

Spec ↔ RTL Bug Detection

Identifies missing states, illegal transitions, timing violations, and undefined behavior between specification and RTL before you write a single testbench line.

Proprietary RAG Database

Built from 3 industry-defining SVA textbooks, 22 granted US patents, and 35 years of CPU/ASIC/SoC expertise — domain knowledge no generic LLM can match.

LLM Agnostic

The hybrid rule engine is model-independent. Swap the underlying LLM without changing assertion quality or output structure.

Exhaustive SVA Feature Coverage

Parameterized, asynchronous, multi-clocked assertions. Subroutines, sequence antecedents, recursive properties, multiple implications, local variables.

SVA Coverage-Driven Testbench Generation

Generates comprehensive SystemVerilog testbenches driven by SVA coverage targets — UVM-ready stimulus, directed tests, and response checkers that close coverage holes identified by the assertion suite.

The 8 Specialized Agents

Spec Interpretation

Extracts FSM, temporal rules, safety/liveness

RTL Context

COI, clock domains, signal tracing, state encoding

Assertion Generation

Property synthesis, assume gen, path encoding

Cross Check

Validates generated assertions against spec and RTL for correctness and completeness

Conflict & Consistency

Cross-checks spec ↔ RTL inconsistencies

Simulation

Generates compile/sim scripts for Questa, VCS, Xcelium

Feedback

Refines assertions based on simulation results

Coordinator

Orchestrates all agents with deterministic flow

Products

Purpose-built agents,
each an expert in its domain

Every Avestra agent is a standalone product that can be used independently or as part of the full agentic pipeline — from RTL analysis to verified testbenches.

RTL Agent

RTL Analysis Agent

Deep structural analysis of your RTL design. Traces cone-of-influence, resolves clock domains, identifies state encoding, and maps signal relationships to build a complete verification context.

  • Cone-of-influence (COI) extraction per signal
  • Multi-clock domain identification & CDC analysis
  • State machine extraction and transition mapping
  • Port, interface, and hierarchy resolution
Spec Agent

Specification Analysis Agent

Parses natural language specifications, FSM diagrams, and timing tables to extract formal intent — temporal rules, safety invariants, liveness conditions, and illegal state sequences.

  • Natural language to formal property extraction
  • FSM diagram parsing and transition modeling
  • Temporal rule and liveness condition detection
  • Illegal state and corner-case enumeration
Assertion Agent

Assertion Generation Agent

Synthesizes production-grade SystemVerilog Assertions from verified spec and RTL context. Outputs clocked properties, assume constraints, cover points, and vacuity guards — fully traceable to source.

  • Clocked assert, assume, and cover property synthesis
  • Multi-clocked and parameterized assertion generation
  • Vacuity guards and recursive property support
  • Every assertion traced back to spec + RTL source
Testbench Agent

Testbench Generation Agent

Generates comprehensive SystemVerilog testbenches driven by SVA coverage targets. Produces UVM-ready stimulus, directed tests, and response checkers that close coverage holes identified by the assertion suite.

  • SVA coverage-driven test stimulus generation
  • UVM-ready testbench architecture
  • Directed tests targeting uncovered assertion paths
  • Response checkers and self-checking test infrastructure
Workflow

From specification to
silicon-ready assertions

A three-step agentic pipeline that replaces weeks of manual assertion authoring with a deterministic, auditable AI workflow.

01

Provide Inputs

Upload your chip specification (natural language, .docx, FSM diagrams) and RTL design (Verilog/SystemVerilog/netlist). Avestra's proprietary RAG database adds deep domain context automatically.

  • Textual spec / .docx
  • RTL: Verilog / SV / netlist
  • RAG auto-enriched context
02

Multi-Agent Analysis

8 specialized agents execute in an orchestrated pipeline. Spec and RTL agents analyze independently, then cross-check for inconsistencies before the Assertion Generation Agent synthesizes properties.

  • Spec ↔ RTL inconsistency report
  • FSM extraction & mapping
  • Temporal semantics classification
  • Confidence scoring per assertion
03

Receive Production Outputs

Get a complete, ready-to-use SVA assertion suite with simulation scripts, testbench code, and a detailed inconsistency report — all in minutes, not days.

  • SystemVerilog Assertions (.sv)
  • SVA Coverage properties
  • UVM testbench + sim scripts
  • RTL bug & inconsistency report

Works with industry-standard simulators

Avestra generates compile and simulation scripts for all major EDA tools.

Questa

Siemens

VCS

Synopsys

Xcelium

Cadence

System Architecture

Comprehensive verification
AI agent platform

Inputs

Specification

Natural language · FSM diagrams · tables

RTL Design

Verilog / SystemVerilog · netlist

RAG Context

Proprietary SVA domain knowledge base

Agentic AI Intelligence

Spec Analysis Agent

FSM extraction · transition paths · temporal rules

RTL Analysis Agent

COI · clock domains · signal tracing · state encoding

RTL–Spec Inconsistency

Missing states · illegal transitions · timing violations

SVA Generation Agent

Property synthesis · assume gen · path encoding

Cross Check Agent

Validates assertions against spec + RTL · gap detection

Testbench Gen Agent

UVM · directed tests · stimulus · checker

AVESTRA · COMPREHENSIVE VERIFICATION AGENT PLATFORM

Outputs

SVA Assertion Suite

assert · assume · cover · clocked · vacuity-guarded

SVA Coverage

Formal cover hits · vacuity · reachability

Testbench

UVM · directed tests · stimulus · checker

Inconsistency Report

RTL bugs · spec clarifications · diff annotations

Verified · Closed · Silicon-Ready

100% assertion closure · proof certificates

The Team

Deep domain expertise,
from the ground up

AM

Ashok Mehta

Founder · Avestra

22 Granted US Patents

In design and verification

Deep Industry Experience

CPU/ASIC/SoC Design & Verification

Published Works

SystemVerilog Assertions and Functional Coverage

2021, 3rd Ed. · Industry-wide standard reference

Introduction to SystemVerilog

2023 · Complete language reference guide

ASIC/SoC Functional Design Verification

2018 · Guide to Methodologies and Applications

RR

Ravi Reddy

Advisor

AK

Anirudh Kothur

VP Engineering

Tuple Technologies

40+ Engineers

Development team · Hyderabad, India

Partner Advantage · Tuple Technologies

Hit the ground running.
Day 1 operational.

Every Avestra subscription includes the full Stratos platform by Tuple Technologies — a complete enterprise operations suite built for semiconductor and IC design teams. No third-party SaaS sprawl. No months of setup.

Day 1 operational readiness

Tuple Technologies handles all onboarding, infrastructure configuration, identity setup, and compliance tooling — so your team starts generating assertions from minute one, not month three.

AI-powered operations, built in

Ask AI retrieves operational knowledge from runbooks, tickets, and docs in natural language. Analytics AI surfaces cost attribution, anomalies, and utilization trends across your entire EDA environment.

Purpose-built for EDA & semiconductor

License management with SLURM, LSF, and SGE integration. Real-time seat tracking, P50/P95/P99 utilization analytics, and cloud cost optimization built for IC design workflows.

How Stratos Powers the Avestra Workflow
Avestra

Simulator license scheduling

Avestra-generated assertions must be run in VCS, Questa, or Xcelium — license availability gates every regression cycle.

Stratos

License Management

Real-time EDA seat availability via SLURM/LSF/SGE. No simulation queue surprises — 20–25% license cost reduction.

Avestra

Assertion suite review & sign-off

Generated SVA suites require multi-stakeholder review and formal approval before committing to tapeout.

Stratos

Operational Workflows

Structured approval flows with routing, escalation, and full audit trail. 89% of workflows auto-completed.

Avestra

Verification defect & spec gap tracking

RTL–spec inconsistencies and failing assertions need structured follow-up, ownership, and resolution tracking.

Stratos

Support & Ticketing

Built-in triage, routing, and resolution tracking with 100% SLA compliance. No external Jira required.

Avestra

Multi-team RTL project access

RTL designs, assertion libraries, and spec documents need role-based access across design, DV, and management teams.

Stratos

Identity & SSO

Enterprise SSO, RBAC, and full audit logging across all users and projects — SOC 2 aligned from day one.

Avestra

Simulation farm health monitoring

Large formal verification and simulation runs depend on healthy infrastructure — failures block assertion closure.

Stratos

Monitoring & Alerting

99.9% uptime across 24 monitored services with configurable alert routing and escalation policies.

Avestra

Cloud simulation cost control

Formal verification and large-scale SVA simulation runs can rack up significant GPU and CPU cloud costs.

Stratos

Omni

$84K avg. annual savings via spot optimization, savings plans, and cost analytics across 5 clouds.

Avestra

Simulation incident response

When regressions fail or tools go down mid-run, fast structured response is critical to keeping tapeout on track.

Stratos

Incident Management

14-minute MTTR with on-call scheduling, structured workflows, and post-mortem tooling.

Avestra

Compliance & IP protection

RTL designs and generated assertions are highly sensitive IP requiring enterprise-grade security posture.

Stratos

Secure

97% compliance score — MITRE ATT&CK-mapped threat detection, Kubernetes security, and continuous compliance.

Included Platform Apps — Stratos by Tuple Technologies
Avestra fit
OmniCloud & Compute
$84K
avg. annual savings
Cost reduction
38%
Clouds
5

CPU & GPU savings plans, spot optimization, and cost analytics across all clouds.

Avestra fit
Identity & SSOSecurity
340
users managed
SSO providers
4
Active users
340

Enterprise SSO, RBAC, and full audit logging — SOC 2 aligned from day one.

Avestra fit
Monitoring & AlertingOps
99.9%
uptime
Services monitored
24
Active alerts
1

Unified infra monitoring with configurable alert routing and escalation policies.

Avestra fit
Incident ManagementOps
14m
mean time to resolve
Open incidents
0
MTTR
14m

Structured incident workflows, on-call scheduling, and post-mortem tooling.

Avestra fit
License ManagementFinance
20–25%
reduction in license costs
Job schedulers
SLURM · LSF
Metrics
P50/P99

Real-time EDA seat tracking, SLURM / LSF / SGE integration, and utilization analytics.

Avestra fit
Support & TicketingSupport
100%
SLA met last 7 days
Open tickets
3
Resolved today
18

Internal support workflows with triage, routing, and resolution tracking.

Avestra fit
Operational WorkflowsAutomation
89%
workflows auto-completed
Active workflows
11
Auto-completed
89%

Approvals, provisioning, and change management automation from one place.

Avestra fit
SecureSecurity
97%
compliance score
Protected workloads
148
Compliance
97%

MITRE ATT&CK threat detection, Kubernetes security, and continuous compliance.

See the full Stratos platform in action

Explore the complete enterprise operations suite included with every Avestra subscription.

Explore Stratos
Early Access

Ready to eliminate
assertion debt?

Join verification engineers at leading semiconductor companies who are moving from days to minutes with Avestra.

No simulator vendor lock-in
Works with existing RTL flows
Phased rollout available

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