A team that takes enterprise AI past the proof of concept
Zapper Edge is an enterprise AI engineering team with one focus: helping enterprises adopt AI with the controls around it, and run it in production instead of leaving it as a demo.
How we work
Enabling enterprises with AI. We help organizations put AI to work on real processes and real data, with the models they choose and controls that their security, legal and compliance teams can review.
Production, not just POC. A demo proves an idea. We build the harness around it, with access, guardrails, evaluation, monitoring and audit, so it can serve real users and stand up to review.
Model-agnostic by design. Frontier, open-weight or small models, the choice is yours. The harness stays in place when the model changes, so you never rebuild the controls.
From proof of concept to production
A proof of concept shows that it can work. A harness makes it safe to run every day.
A proof of concept alone
- Runs on sample data, for a small group
- Access, safety and cost are handled informally
- Hard to explain to auditors or to security
- Stops when the pilot budget does
With a harness
- Runs on your real data, inside your environment
- Policy, guardrails and security enforced on every request
- Every action traced, evaluated and recorded for audit
- Built to be owned and operated by your team
Put a harness on your AI
Tell us which models and data you want to use. We will show you which harnesses fit.