About Lapi

We measure success by what runs reliably under real scrutiny.

Lapi is an AI services firm. We build, host, secure and operate AI systems for organizations that need them to work in production, not to demo well. And we help organizations license their data to AI labs safely, with personal information removed before anything leaves their site.

What we believe

Four things we won't compromise on.

Our team comes from infrastructure, security and applied machine learning. These principles come from seeing what goes wrong when they're ignored.

01

Production, not demos

A system is finished when it runs reliably on real work, is monitored, and someone is accountable for it. Not before.

02

Privacy by architecture

The best way to protect personal data is to not hold it. We design systems and processes so sensitive data never reaches us.

03

Honest assessments

If AI isn't the right answer, or your data won't sell, we will tell you before you spend anything.

04

Fair to both sides

In data licensing we succeed only when the owner is paid fairly and the licensee gets what was promised.

How we work

Accountable for outcomes, not just deliverables.

We don't hand over software and wish you luck. We build, deploy, monitor and improve. You get a working system and a team that keeps it working, with the documentation and audit trail to prove it.

  1. Step 01

    Discovery & scoping

    We audit your workflows, data and compliance requirements. That becomes the spec, with expected impact attached.

  2. Step 02

    Architecture & integration

    We build the system, connect it to your infrastructure, configure security controls and validate it against your requirements.

  3. Step 03

    Shadow deployment

    The system runs alongside your team on real work until it meets the agreed bar, before it takes over anything.

  4. Step 04

    Operate & govern

    Around-the-clock monitoring, weekly reports, continuous improvement and the documentation your auditors need.

What every engagement includes

  • A system built around your business and procedures
  • Integration with your existing infrastructure
  • Real-time operations dashboard
  • Weekly performance and improvement reports
  • 24/7 monitoring by our operations team
  • Compliance documentation and audit support

Engagement models

Predictable managed-services agreements based on scope, integration complexity and volume. Every engagement starts with a scoping assessment that defines the expected impact before a line of code is written. No per-minute billing, no surprise overages.

  • BusinessSingle-location and SMB deployments
  • EnterpriseMulti-site, custom SLA, dedicated operations
  • GovernmentNIST 800-53 controls, authorization support
  • Data ExchangeFees tied to the licenses we secure
Work with us

Tell us what you're working on.

Whether it's an operational problem, a dataset or a model that needs data, we'll give you a straight answer on what's possible.

Get in touch