Engagements &
Deployment.
We provide our technology via platform access, enterprise integration, or embed our engineers to solve hard intelligence problems.
Platform Access
Deploy our core protocols (Person Search and Embedding Adapter) directly via API or SDK.
Best for organizations with mature AI teams who need precision matching infrastructure to complete their stack.
- Air-gapped deployment capable
- Enterprise SLA & Support
- Full API Access & Documentation
- Volume-based throughput pricing
Forward Deployed Engineering
We embed directly with your organization to solve specific, high-value matching problems, from candidate ranking to investor sourcing to partner discovery.
We don't just consult; we ship code. We operate on a fixed-outcome basis, confident in our ability to deliver results without indefinite billing.
- Custom Manifold Alignment
- Legacy System Integration
- Proprietary Model Fine-tuning
- Fixed-outcome engagement contracts
The Protocol
Diagnosis
We begin with a rigorous analysis of your current matching pipeline and where it fails. We map the topology of your data and the outcomes you actually care about.
Integration
We work alongside your team to deploy the matching engine. We focus on 'surgical' integration: minimal disruption, maximum impact.
Handover
We transfer ownership. You get the infrastructure, the code, and the operational playbooks. We don't build dependencies; we build capability.