The infrastructure that makes intelligence yours.
Sovereignty determines whether anything accumulates. Governance determines whether it can be relied on. SocioProphet sits underneath public AI, vendor platforms, and in-house agents alike — an evidence fabric, a neurosymbolic harness, a cybernetic control plane, a governed model choir, and a hypergraph knowledge layer, deployed entirely inside your perimeter.
One system, governed end to end
The evidence fabric is the headline — everything else supports it. Each layer depends on the one below it, so evidence is structural rather than a feature added after the work is done.
Evidence Fabric
The headline claim — and the moat. Cryptographically signed, replayable provenance at every agent action. Not logs. Not dashboards. Full proof. No wrapper or dashboard competitor can fake this without rebuilding at the architecture level, because the architecture itself is the evidence — provenance, promotion, and reversibility are explicit, and uncertainty is carried to the decision, not collapsed into a traffic light.
- Cryptographic signatures on all agent actions
- Proof artifacts with full provenance from source to output
- Replayable, reversible decision contexts for risk committees
Neurosymbolic Harness
Every output is tagged with how it was produced — stated, retrieved, inferred, or deduced — creating an auditable epistemic chain regulators can actually examine. Your risk committee doesn't just see the answer; it sees the reasoning mode that produced it.
- Four reasoning modes: stated, retrieved, inferred, deduced
- An auditable epistemic chain on every output
- Uncertainty as a first-class primitive, never a traffic light
Cybernetic Control Plane
The routing and orchestration layer that connects your data, your people, and the model choir securely. Agents run as role-bounded executors inside explicit control loops, with policy enforced on every request. High-risk actions surface as approval-required or blocked — never as silent execution.
- Role-bounded agent execution with capability routing
- Policy enforcement and human oversight on every control loop
- Audit-friendly operator state — nothing executes silently
Governed Model Choir — Prophet Mesh
A curated suite of frontier-grade open-weight models — Llama, Mistral, Command and more — continuously hardened, fine-tuned, and deployed inside your environment. Prophet Mesh adds a conductor layer: tasks are routed to the right specialist model and results re-aggregated across up to eight model families. You are never reliant on a single provider's API, and you never need to configure routing manually.
- Models run inside your infrastructure by default — hosted models are optional and switched on by you
- Managed cadence for capability refreshes
- Immune to upstream deprecations and rate limits
- Routes to local models by default — cloud escalation only when task complexity genuinely requires it
HELLGRAPH Knowledge Layer
A 22-dimension hypergraph — not a flat vector database — that structures your institutional knowledge into a connected, AI-readable brain. Retrieval is grounded in real relationships, entity linkage is policy-constrained, and access barriers are enforced at the graph layer.
- 22-dimension domain model, not flat vectors
- Governed entity graph with policy-constrained, reversible merges
- Dialogue-flow-first: non-generative tasks execute in milliseconds via the graph — LLM generation is the last resort
- Full export in standard formats — no lock-in
From air-gapped edge to frontier-grade
Edge
Runs locally on your own hardware — fully air-gapped where required. For the most sensitive, disconnected environments.
Pro
Deployed and managed inside your private cloud (AWS, Azure, GCP, IBM) with capability kept current on a managed cadence.
Frontier
Frontier-grade capability with the heaviest models and continuous tuning, kept current on a managed quarterly cadence.
Governance is structural, not bolted on
Local by default
Prompts, documents, and inference stay inside your perimeter by default. Hosted models are an option you switch on, not a condition of use. There is nothing to phone home.
Cryptographic signing
Every action is signed, producing a tamper-evident chain you can verify independently.
Immutable audit trail
Append-only evidence logs built for examination by auditors, regulators, and risk committees.
Identity & access
RBAC and information barriers enforced from the control plane down to the knowledge graph.
Boundary-first model
A clear public-versus-restricted security boundary. What is exposed and what is protected is explicit by design, never ambient.
Authorized cyberdefense
Defense-first validation with purple-team learning loops — the platform is hardened under authorization, and every defensive exercise produces evidence.
See what your AI can become.
Request a technical briefing and we will walk your CIO, CDO, and security teams through the architecture that turns use into an owned asset.
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