IndividuationLab
ActiveAI alignment through Jungian individuation
Trains models to integrate rather than suppress, and studies what emerges.
Software · Security · AI safety
Build it right. Test it thoroughly. Keep it safe.
We build software, host it on evolved, run the tests that protect it, and research AI safety.
- We can ship a web app, database to deploy
- We can safety-test your AI app
- We can audit sign-in and payments
- We can design model evaluations
- Services
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- Projects
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- Advisory
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Services
Hire the builder who also tests it.
We build your product and test it to protect it. Priced per hour, per feature or per project.
Custom quote
Every engagement is scoped and priced after a short call.
Full-stack development
Web and mobile apps, from database to deploy
Tested, monitored and documented, ready for your team to keep building.
- Next.js, Node and Postgres
- Expo and React Native
- Accounts, payments, admin
Hourly or per feature.
Book a meeting about this →Cybersecurity and AI safety testing
Find and fix weak spots before they cause harm
Security tests on web apps and AI systems, with a written report and fixes.
- Web app and API review
- Prompt injection tests
- Retest after fixes
Scoped after a short call.
Book a meeting about this →AI safety research
Evaluations and alignment research, on request
For labs, startups and grant-funded projects.
- Behavior evaluations
- Fine-tuning experiments
- Write-ups ready to publish
Per project or grant.
Book a meeting about this →
Projects Built
Projects we build and run.
IndividuationLab, our AI alignment research, and evolved: the platform that can host yours too.
Book a meeting about projects built
evolved
LiveThe platform that runs our projects, open to clients
Every project we release lives on evolved, at vlvd.net, and your project can live there too.
- Fast and always on
- Updated without downtime
- Your data kept safe
Custom quote
Hosting for client projects, priced per project.
Advisory
Advice from someone who has built it.
Independent advice on teams, tools and technology.
Custom quote
Every engagement is scoped and priced after a short call.
Change management
Move a team to a new system without losing momentum
Plan and lead a team through new software, processes or structure.
- Change plan
- Rollout and training
- Adoption check-ins
AI adoption
Find where AI helps, roll it out safely, measure the result
Pick the right tools, set safe-use rules, and track the payoff.
- Use-case review
- Tool and pilot plan
- Safe-use policy
Team talent analysis
An outside read on your team's skills and gaps
The skills your team has, the ones it needs next, and how to close the gap.
- Skills map
- Hire or train plan
- Interview design
Independent reviews
A second opinion before you commit
A plain written verdict on a project, codebase or vendor before you commit.
- Codebase review
- Vendor review
- Clear recommendation
Writing
The whitehatstoic newsletter
Essays on AI, security and building.
Contact
Tell us what you are building.
Tell us the product, the deadline and your biggest worry. We reply with a plan and a price.