Loved by design teams at
moss
AI-native transformation, in numbers.
7×
Faster design QA
80%
Less engineering time on implementation
>50%
Less time on handovers and feedback
90%
Production code, generated
One loop replaces the handoff.
The handoff org~3 weeks · 2 rounds
Design QA
1st implementation
Review
2nd implementation
Release
The AI-native org~3 days · 1 round
≈ 3 weeks of cycle time, eliminated7×
Designers fix issues in code directly; developers review and merge the PR the next day.
Production-grade by construction.
01
Your design system, 1:1
Real components, variants, and tokens, not a re-imagined copy.
02
One place, end to end
From early exploration to implementation, design happens in a single place, not fragmented across separate workflows and tools.
03
PRs your engineers merge
Scoped, type-safe diffs that produce 80-90% of the code on complex features.
04
Built for large codebases
DeepCode retrieval keeps output high-fidelity across enterprise repos.
03Customer spotlight
Production-grade isn't a tagline. It's the metric.
One story from a team that merged design and engineering in the same loop.
13days
Idea → merged PR, down from ~45
0
Engineering handoffs
Removed
Design QA
Quentin Le Bras
Chief Product & Design Officer at Prelude
“My designers explore on our actual codebase, with real data, and open the PR themselves. We go from idea to a merged PR without a handoff in between - that's a superpower, not a workflow.”
Martin MJ Jancik
Product Design Manager at Kiwi.com
“Modeinspect integrates seamlessly with our codebase and design system, which is exactly what we have been looking for in AI design tools. It enables iteration on top of an already complex product.”
moss
Tereza Reznickova
Principal Product Manager at Moss
“Modeinspect is the first AI tool that respects our design system 1:1. It allows us to create production-like prototypes, which makes our whole team faster.”
Christian Bistany
UX Designer at NCCER
“The biggest value add was being able to make changes in real time, using our design system, and immediately pushing the changes to code for senior devs to review and merge.”
Built for fast adoption.
The controls your security, IT, and procurement teams ask for are in place on day one, not on a roadmap.
Independently auditedView our Trust CenterCompliance & audit
- SOC 2 Type II
- Independently audited
- Audit logs
- Exportable activity trail
- Data residency
- Regional options
Identity & access
- SSO & SAML
- Enforced org-wide
- SCIM
- Provisioning & deprovisioning
- Access control
- Role-based, least-privilege
Data & operations
- Your code
- Never used for training
- Billing & SLAs
- Centralized, with SLAs