AI-Native Venture Studio

A small studio building big AI products.

AI4Days is an AI-native venture studio. We design, build, and operate a portfolio of AI products — from privacy-first compliance software to generative consumer experiences — with a multi-agent platform working alongside our team.

6
Products in pipeline
2
Markets · enterprise + consumer
1
Multi-agent platform
The Engine

One platform. An entire studio's output.

Every AI4Days product is built and operated on our own multi-agent orchestration platform — a persistent system of specialized agents that plan, code, test, and monitor around the clock.

Multi-agent orchestration

Specialized AI agents plan, build, test, and review in parallel — coordinated by a persistent runtime with shared memory and a scheduler, so a small team builds with the range of a much larger one.

Hybrid frontier + local inference

Frontier models act as architects for hard reasoning; high-volume execution routes to local open models. A unified router picks the right brain for every task — on cost, latency, and sensitivity.

🛡

Privacy-first routing

Sensitive data is validated against sources and tokenized before it ever reaches a cloud model. PII stays on a private mesh — the backbone of our regulated, compliance-grade products.

Always-on autonomy

Agents run continuously against a backlog with human approval gates on anything irreversible — money, customers, or legal. The studio keeps building while we sleep.

Built for accelerated, private inference.

Our inference layer pairs frontier reasoning models with GPU-accelerated local models for the high-volume, privacy-sensitive workloads our compliance products demand. We're scaling that stack from a single accelerator today toward dedicated on-prem AI infrastructure — so sensitive data stays on our own hardware and our agents never hit a usage ceiling.

Hybrid inference · GPU-accelerated · cloud today, on-prem next
The Portfolio

Two lines. One studio.

A focused enterprise suite for regulated, privacy-critical work — and a consumer line that puts generative AI in people's hands for play.

Enterprise · Compliance & GRC

FairScreen Pro interface preview
FairScreen Pro In development

Privacy-first, AI-assisted background & pre-employment screening for HR and staffing teams.

  • Metadata-only validation — verifies against sources, persists only hashes & derived results, never raw PII
  • FCRA-aware workflows with adverse-action handling and full audit trails
  • AI agents reconcile records and surface discrepancies for human review
HR TechFCRAPrivacy-by-designB2B SaaS
CertiTrack interface preview
CertiTrack In development

AI credential & license monitoring that keeps a regulated workforce continuously compliant.

  • Tracks licenses, certifications, and expirations across an entire workforce
  • Agents watch issuing-authority and regulatory sources for status changes
  • Predictive alerts before a credential lapses — not after
HealthcareFinanceWorkforceMonitoring
Clarity GRC interface preview
Clarity GRC In design

AI governance, risk & compliance that maps shifting regulations directly to your controls.

  • Continuously maps regulations (FCRA, CCPA/CPRA, and more) to your policies
  • Agents monitor regulatory change and draft policy + control updates
  • Audit-ready evidence trails generated and maintained automatically
GRCRegTechComplianceB2B SaaS

Consumer · Generative & Fun

D&D Simulator interface preview
D&D Simulator Live prototype

An AI dungeon master that runs dynamic, branching tabletop adventures in your browser.

  • Generative AI narrates encounters and adapts the story to player choices
  • Grounded in the D&D 5e ruleset via live API integration
  • Built on Firebase, Cloud Functions, and Genkit AI
Generative AIReactFirebaseGenkit
Lineup Pro interface preview
Lineup Pro In development

AI-assisted coaching for youth sports — optimized lineups, practice plans, and game-day tools.

  • Constraint-solving engine generates fair, optimized lineups in seconds
  • AI drafts practice plans tailored to roster and skill goals
  • Mobile-first and offline-capable for the sideline
Youth SportsOptimizationMobileOffline-first
Murder Mystery interface preview
Murder Mystery In design

AI-generated murder-mystery party games — a unique whodunit for any group, in minutes.

  • Generates an original plot, characters, clues, and reveal for your party size
  • Personalized character dossiers and a step-by-step host guide
  • Endless replayability — no two mysteries are the same
Generative AISocialEntertainmentConsumer
How We Work

A studio designed around agents.

AI4Days runs on a simple idea: a focused team, working alongside a fleet of coordinated AI agents, can design and build with the range of a much larger one — without giving up rigor on security, privacy, or quality.

01 AI is a partner to the product

Each product solves a real problem for real people. AI is the partner inside and alongside it — powering the experience and helping us build it — never a buzzword bolted on top.

02 Privacy is a first-class constraint

For regulated markets, data sovereignty is non-negotiable. We validate-then-tokenize, keep PII off cloud models, and design for FCRA, CCPA/CPRA from day one.

03 Agents accelerate the work

A multi-agent platform helps a small team cover more ground — researching, prototyping, testing, and reviewing — so we build more, and more carefully, than our size would suggest.

04 Own the compute that matters

A hybrid stack — frontier APIs for reasoning, owned GPU inference for high-volume and sensitive work — removes throttling and keeps private data on our own hardware.

The Studio

A small team doing big things.

AI4Days is a lean, AI-native studio based in the San Francisco Bay Area. We pair deep focus with a multi-agent platform to design, build, and operate a portfolio that would normally take a far larger team — with privacy, security, and owning the compute that matters built into everything we make.

San Francisco Bay Area AI-native studio Privacy-first by design Owns its core compute
Let's Talk

Building, partnering, or just curious?

We're always open to design partners for our enterprise compliance suite, collaborators on the consumer line, and conversations with people who care about privacy-first AI.