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Advanced AI engineering · Miami

AI trusted by design.

We build AI products and bring AI systems from concept or pilot to production for operations where accuracy, control and accountability matter. Since 2009.

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Organizations that have trusted us
  • EDF
  • DEKRA
  • United Nations
  • NASA
  • BlackBerry
  • Hitachi
The problem we solve

AI is easy to demo. Production is the hard part.

Production needs integration with the systems you already run, security that passes review, governance where errors carry real cost, and someone accountable once the system is live.

IN A DEMO AI RUNS ALONE IN PRODUCTION AI Your systemsCONNECTEDIdentitySSO · ROLESSecurityREVIEW PASSEDYour dataYOUR TENANTAudit logEVERY ACTIONPeopleAPPROVE · OVERRIDE

We work where AI has to become part of the operation, not stay a standalone tool or pilot.

  • IntegratedInto your systems, your data and your workflows.
  • SecureBuilt for security, procurement and governance review.
  • GovernedPermissions, approvals and an audit log from day one.
  • AccountableA named senior lead responsible until it runs.
Our products

We build AI products.

We run AI in production in our own software: products we own, run and improve every week.

See all products

Flagship
Evidence-based compliance verification

Verifies that what you rely on is complete, consistent and compliant with the rules that apply, against any source of truth you designate, and backs every verdict with the evidence.

ceertia.com

AI agent-powered CRM AI agents built into the CRM call your leads, qualify them and book the appointment. Every converted lead flows into client, project and delivery. orlead.com ↗

AI that runs operations An AI operator for calls, email and messaging, with approval gates and a full audit log. kantum.ai ↗
Our proprietary technology Our proprietary technology under every product, with proven foundations that accelerate client platform builds. admincore.com ↗
From concept or pilot to production

We bring AI systems from concept or pilot to production. Bring us the problem, not the specification.

Forward-deployed engineering

You have an AI pilot or a customer deployment that has to reach production. Our engineers work directly with your business and technical teams and take ownership until it runs.

Verified review · Clutch · 2026
“For most of the project, OrNsoft worked as a forward-deployed engineering team.”

“With them, we only have to say things once. It is understood right away, with no need to repeat or re-explain.”

Alexandra Partouche, CFO, Anatomy Fitness
How it works

Platform builds

You need a platform built or rebuilt, from a concept, from scratch or from the software you run today. We design and build it, with AI in the workflows. Fixed scope, fixed price.

Already in AdminCore
  • Accounts, roles and permissions
  • Payments
  • Security and audit log
Built for your operation
  • Your workflows and rules
  • Your integrations
  • Your portals and reports
One of three starting points. When you choose AdminCore, the left column is already built.
See platform builds
References

Seventeen years in production.

See references
Founded in Florida, AI since 2015
2009
Projects delivered
1,000+
On-time delivery
98%
Clutch client rating
5.0
“More than ten years of collaboration with this company. A solution that was innovative from the start and kept its technological lead. Yes, I recommend them.”
Laurence Natali, Head of B2B PartnershipEDF
Reported by Anatomy Fitness on Clutch 65% Approximately 65% of routine customer inquiries handled without staff involvement

Approximately 50 hours of manual administrative work saved per week across our teams · Commission and trainer payroll preparation reduced from several days to a few hours per cycle

Alexandra Partouche, CFO, Anatomy Fitness Read the review on Clutch ↗
Trusted by design

Governed from the first line of code.

Every product and system we deploy follows the same principles, regardless of the model behind it. Your people keep the final say.

  • GovernedPermissions per role, approval gates on the actions that matter.
  • AuditableAutomated actions and decisions are logged and traceable to their inputs.
  • ObservableMonitored and evaluated in production, not only during the pilot.
  • SecureISO 27001 certified practices. Your infrastructure or ours.
  • Model-neutralClaude, GPT, Gemini, Mistral or open-source, switchable.
  • Built to runEngineered for sustained production use. A named senior lead accountable.
ACTION PROPOSED · KANTUM AISend revised quote to client19:18 CEST PERMISSION CHECKRole: sales · quotes over $10K need approvalGOVERNED APPROVAL GATEWaiting for a person · approved by S. Lopez19:21 CEST · 3 MINFINAL SAY EXECUTED · AUDIT LOGEntry #88214 · inputs, model, output, approverAUDITABLE MONITORED IN PRODUCTIONEvaluated against agreed criteria, weeklyOBSERVABLE
Your choices

Your choice of codebase, infrastructure and models.

Code
  • Your existing codebase
  • From scratch
  • On AdminCore
Infrastructure
  • Our cloud
  • Your cloud
  • On-premise
Models
  • Claude
  • GPT
  • Gemini
  • Mistral
  • Open-source
  • ISO/IEC 27001:2022 · II-24051001
  • ISO 9001:2015 · IQ-24051002
  • SAM registered · CAGE 0B2Q6
  • UNGM registered · Vendor 415361
See certificates →

Bring us the problem. We move the system from concept or pilot to production.

One call is enough to know whether we can help.

Johnny Saffar Talk to Johnny Saffar, founder and CEO.
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