Now building: early stage

Chip teams burn 60–70% of their schedule on verification.
We're building the compute layer that gets that time back.

Transfinite Labs is cloud infrastructure for hardware-accelerated formal verification, so verification can keep pace with the speed AI demands from silicon.

Get in touch See how it works
SATSMTMODEL CHECKINGFPGA-ACCELERATED
60–70%
of chip project timeline and team resources spent on verification
Source: industry surveys, 2014–2025
$159M
of a $725M 2nm chip's development cost goes to validation and testing
Source: 2nm chip cost analysis, 2026
35%
of total chip development spend now goes to design verification
Source: chip verification market outlook, 2026
The problem

Formal verification is a compute problem, not just a tooling problem.

As chip designs grow more complex, verification teams run increasingly demanding SAT and SMT workloads, repeatedly, throughout the entire design cycle. Today, teams solve this by throwing more general-purpose CPU infrastructure at the problem.

01

High infrastructure cost

Teams provision peak compute capacity year-round, even though verification workloads fluctuate sharply across the design cycle.

02

Poor hardware fit

General-purpose CPUs are flexible, but much of the computation inside SAT/SMT solving is highly parallel, exactly what specialized hardware is good at.

03

Slow iteration

Verification sits inside the design loop. Every hour a job takes is an hour before an engineer knows whether the design is correct.

The solution

A verification acceleration cloud.

Submit a verification workload through our API or your existing EDA flow. We schedule it across a pool of FPGA accelerators purpose-built for formal verification kernels, and return the result. No hardware to buy, deploy, or maintain.

01. SUBMIT
Verification workload
02. SCHEDULE
Accelerator selection
03. EXECUTE
FPGA-accelerated solve
04. RETURN
Result + performance stats
How it works

The compute layer underneath your existing tools.

We're not replacing Synopsys, Cadence, or Siemens. We're the infrastructure layer that runs underneath them, the way cloud GPUs run underneath every AI framework.

Your EDA flow
SAT / SMT job
→
Transfinite API
workload intake
→
FPGA cluster
accelerated solve
→
Result
+ trace, stats
Who it's for

Built for teams who feel the bottleneck first.

Semiconductor startupsCan't justify building dedicated verification infrastructure in-house.
AI chip companiesRacing to tape out faster than verification cycles currently allow.
RISC-V teamsOpen ISA velocity, met with the same verification bottleneck.
University & research labsNeed serious verification compute without a dedicated ops team.

We're building this now, and want to hear from people who feel this problem.

Chip teams, formal methods researchers, and anyone tired of watching a verification job run overnight.

hello@transfinitelabs.com