Arvinsa · AI ASIC Solutions

Arvinsa builds AI-native solutions for silicon design teams — compressing requirements, architecture, specification and verification exploration into days, not quarters.

The Arvinsa Engine

One spec in. Consistent artifacts out.

AI-accelerated, engineer-in-the-loop — from a single spec, the engine generates consistent-by-construction UVM, SystemC models, and RTL, then analyzes PPA at the back-end to inform architecture decisions.

Where we work

AI-native, from architecture to verification.

Our AI embeds into the front-end of the silicon flow, iterating alongside your team.

01 / Why Arvinsa

A single AI platform that accelerates every front-end discipline in modern ASIC development — from architecture trade-offs to verification planning.

01

Architecture Exploration

Quantify trade-offs across compute, memory, interconnect, and dataflow before a single line of RTL is written.

  • Workload-driven topology evaluation
  • Compute / memory / bandwidth budget modeling
  • Power-performance-area Pareto sweeps
02

Specification Exploration

Convert ambiguous product requirements into precise, reviewable specifications with AI-assisted reasoning loops.

  • Requirement-to-spec traceability
  • Register map and protocol synthesis
  • Spec consistency and gap analysis
03

IP Exploration

Evaluate make-vs-buy, internal IP catalogs, and third-party offerings against your target workload and PPA envelope.

  • IP catalog semantic search
  • Compatibility and integration scoring
  • Make-vs-buy cost modeling
04

Verification Exploration

Plan coverage, stimulus, and regression strategy with AI ahead of the bring-up curve — long before sign-off pressure begins.

  • Coverage model proposal from spec
  • Testbench architecture recommendation
  • Regression triage and failure clustering
05

Performance Exploration

Project PPA, latency, and throughput on representative workloads using virtual platforms and trace-driven analytics.

  • Virtual platform / SystemC modeling
  • Trace-driven bottleneck analysis
  • Early software / firmware co-design
06

Flow Exploration

Stitch EDA tooling, internal scripts, and engineering knowledge into a reproducible, AI-augmented design flow.

  • Toolchain orchestration
  • Knowledge retrieval over design assets
  • Human-in-the-loop decision points
02 / Industry Reality

Chip complexity is compounding. Verification headcount, schedules, and design flows were not built for it.

01

Verification Resource Gap

Design verification headcount fails to scale with chip complexity. UVM expertise is scarce, ramp-up is long, and senior engineers spend disproportionate time on triage rather than architecture.

Industry signal
0%~ · of ASIC project effort sits in verification
02

Schedule & Tape-out Pressure

Market windows have collapsed from years to months. Front-end exploration is compressed, late-stage rework cascades, and a single architectural pivot can move a tape-out by a quarter.

Industry signal
Re-spin cost: 5–15% of NRE per turn
03

Fragmented Design Flow

Specifications, RTL, verification, and physical design live in disconnected tools and tribal scripts. Cross-stage traceability is brittle, audits are manual, and AI cannot reach the data it needs.

Industry signal
0%~ · engineering time lost to tooling glue
04

Knowledge Silos

Specs, design rationales, and past failure data live in personal mailboxes, Confluence pages, and senior engineers' memory. New hires re-derive what the team already knows; experts become single points of failure.

Industry signal
6–9 months average ramp-up for a new SoC engineer
03 / Our Approach

We embed alongside your team. We respect your toolchain. We keep your IP inside your perimeter.

01

Co-engineered

We embed with your design and verification teams. Pilots ship in weeks, not quarters.

02

Flow-native

We meet your EDA toolchain where it lives — no rip-and-replace, no proprietary lock-in.

03

Private by default

Models, data, and IP remain inside your perimeter. On-prem, VPC, and air-gapped options.

05 / Get in touch

Tell us about your flow. We will respond within one business day.