AI that survives contact with production.
We build AI products, and we partner with teams taking their own from prototype to production.
What we're building
The product we build and operate ourselves.
MySocials
mysocials.inA powerful social media publishing platform that lets creators, startups, and businesses publish content across multiple platforms from one place.
- Multi-platform publishing
- Content scheduling
- Analytics
- Team collaboration
- AI-assisted writing
- Clean dashboard
How we build
We instrument before we optimize.
You can't improve what you aren't measuring, so measurement ships first.
We automate what we'd otherwise repeat.
Twice is a script. Three times is a system.
We design for production, not demos.
Monitoring, guardrails, and failure modes from day one.
We leave systems easier to operate than we found them.
The person on call after us should thank us.
What we help with
We take on a small number of engagements a year with teams putting AI in front of real users.
AI Engineering
Agents and retrieval systems built on your data, with the evals that prove they work.
Data Engineering
Pipelines that turn raw events into numbers you'd bet on.
Enterprise Software
The APIs behind products doing millions of requests a day.
What we build on
AI
Data
Infrastructure
Lua runs our high-throughput logic at the nginx / OpenResty edge.
How we work
A clear path from first conversation to long-term support.
We map it.
Your goals, your constraints, and what success actually measures.
We design it.
An architecture that adapts instead of accumulating debt.
We ship it.
Tight iterations you can see, in weeks rather than quarters.
We watch it.
Production release with monitoring and guardrails from day one.
We stay.
Maintenance and improvement after launch, not a handoff.
Selected work
Outcomes we've delivered for teams shipping with AI and data.
Built an AI research agent that reduced analyst workload by 80%.
AI AgentsMigrated a 40 TB analytics platform with zero downtime.
Data EngineeringBuilt an AI content publishing platform that schedules and publishes across channels from one place.
MySocialsPartners
Companies we build alongside.
Platina AI Labs
We work together on AI infrastructure and applied ML.
platinadata.ai