Every AI agent starts from zero. Every session. Every time. The most powerful reasoning engines ever built are trapped in a perpetual present tense — intelligent but amnesic.
Three-tier biologically-inspired memory with Ebbinghaus decay, automatic pattern recognition, conflict resolution, and predictive context loading. Not a search engine — a mind.
Agents reason on encrypted data without ever decrypting it. Zero-knowledge proofs verify compliance. The platform operator — even SOAGILA itself — cannot access user data.
Every agent action produces a tamper-proof receipt. Merkle-chained. Forward and backward traceable. Full decision provenance queryable in 2.3 milliseconds.
Organizations learn from each other logarithmically without seeing each other's data. Differential privacy. Blind attestation. The more join, the smarter everyone gets.
Every enterprise running AI agents without cognitive memory is bleeding cost, risk, and competitive position. Here's what the gap looks like.
| Capability | Today's AI Agents | With SOAGILA |
|---|---|---|
| Memory | Lost every session | Persistent 3-tier with Ebbinghaus decay |
| Privacy | "Trust us" policy documents | Mathematical guarantee — zero access |
| Compliance | Manual audit, $2-5M/year | Architectural, auto-verified, instant |
| Accountability | Black box — no trace | Every decision Merkle-chained |
| Cross-org learning | Impossible without data sharing | Federation — learn without seeing data |
| Right to be Forgotten | Manual, incomplete, months | Key destruction — instant, mathematical |
| Integration time | Months of custom work | 2-4 weeks via SDK |
| Data liability | Full — you store everything | Zero — SOAGILA manages keys, not data |
SOAGILA is not a consumer product. It is middleware — the cognitive layer that sits beneath any AI model, any agent framework, any cloud provider. End users never see it. "SOAGILA Inside."
Voice assistant · AI copilot · Enterprise app · Your brand, your design
Commercial or open-source · Framework-agnostic · Model-agnostic
Cognitive Memory · Encrypted Computation · Decision Ledger · Federated Intelligence
Encrypted data stays in your datacenter or cloud · SOAGILA manages keys, not data
Six tabs monitoring every aspect of the cognitive memory engine in real-time.
SOAGILA integrates as a middleware layer — your platform calls these endpoints, and the entire cognitive engine activates beneath.
// Initialize SOAGILA for a user session
soagila.init(session_id, tenant_id, policy="auto")
// Store a memory — automatically classified and encrypted
soagila.remember(session_id, memory_object, tier="auto")
// Recall relevant context — predictive priming included
soagila.recall(session_id, context_query, k=5) → encrypted_contexts[]
// Verify a decision — returns Merkle-verified receipt
soagila.receipt(decision_id) → { hash, chain, verified, timestamp }
// Forget — cryptographic key destruction, instant
soagila.forget(user_id, scope="all") → { annihilated: true, proof: "..." }
Performance — every operation measured, every millisecond accountable:
SDK installation + API key provisioning + tenant setup
Memory tier policies + compliance mapping + federation topology
Compliance auto-verified + dashboard active + federation connected
Give your users sovereign cognitive memory without building it yourself. Zero data liability. One SDK integration.
Your data never leaves your infrastructure. Your AI agents remember, protect, prove, and learn — all sovereign.
One platform. Twelve verticals. Each with sector-specific compliance, memory architecture, and federation topology.
Customer relationship memory, cognitive fraud detection, SOX audit trail, cross-branch intelligence.
Patient continuity, PHI encryption, clinical decision receipts, federated medical intelligence.
Claim memory, cross-insurer fraud patterns, denial decision provenance, compliance automation.
Passenger memory, disruption intelligence, loyalty context, alliance federation.
Threat memory, multi-agency federation, incident provenance, cross-airport intelligence.
Air-gapped deployment, TCA ceremony access, coalition federation, quantum-resistant.
Citizen memory, cross-department federation, judicial access protocol, public trust.
Subscriber memory, churn prediction, SIM fraud federation, behavioral intelligence.
Preference memory, purchase privacy, recommendation provenance, cross-brand insights.
Machine memory, predictive maintenance, IP protection, cross-plant intelligence.
Case memory, attorney-client privilege, research provenance, institutional knowledge.
Student cognitive profile, adaptive learning, FERPA protection, cross-university research.
9 ATTACK VECTORS ELIMINATED
Quantum-resistant cryptography (CRYSTALS-Kyber/Dilithium) ensures security against future computational threats.
The only AI memory system where the Right to be Forgotten is cryptographically enforced — not promised in a privacy policy, but mathematically guaranteed.
$200B invested in AI. Zero infrastructure for agent memory. The complete analysis of what's missing and why it matters.
The Ebbinghaus curve, three-tier memory, conflict resolution — why vector databases are not enough.
The more useful an AI agent becomes, the more data it needs. The more data it has, the greater the risk.
How organizations can share intelligence while seeing zero of each other's data.
Two worlds. One unbreakable boundary. Why SOAGILA operates in two separate security universes.
EU AI Act, GDPR, HIPAA — what these frameworks actually require, and why most AI systems fail.
Why SOAGILA manages encryption keys but never stores data — and why that distinction changes everything.
PII detection, classification, tier assignment, encryption, and plaintext destruction — all in under 5 milliseconds.
Every AI decision produces a tamper-proof receipt. Merkle-chained. Backward and forward traceable. Regulator-ready.
Millions of customers. Zero relationship memory. How cognitive agents transform banking from amnesic to intelligent.
Today's encryption won't survive tomorrow's quantum computers. SOAGILA is quantum-resistant by design — here's how.
Like a chip inside every device — invisible to users, indispensable to platforms. The middleware play for AI cognition.
No. This is not a policy — it is a mathematical property. SOAGILA manages encryption keys via HSM hardware, but never stores, processes, or has access to plaintext data. The architecture makes it physically impossible.
Yes. SOAGILA is model-agnostic and framework-agnostic. It operates as middleware beneath any LLM, any agent framework, and any cloud provider. Your AI model doesn't change — it gains cognitive memory.
Yes. SOAGILA supports on-premise, private cloud, hybrid, and air-gapped deployments. For defense and government clients, fully disconnected operation is supported with HSM-based key management.
Cryptographic key destruction. When a user requests deletion, SOAGILA destroys the encryption key — making all associated data mathematically irrecoverable. This is instant, complete, and provable with a Merkle-verified receipt.
Your data never leaves your infrastructure. Federation shares encrypted patterns and anonymized insights using differential privacy. No institution can see another's data. The system learns collectively without any data exchange.
Typically 2-4 weeks. Week 1: SDK installation and first API call (15 minutes). Weeks 2-3: Memory tier configuration and compliance mapping. Week 4: Go-live with full dashboard and federation connectivity.
Vector databases store embeddings — SOAGILA provides cognitive memory. That means biological decay curves, automatic tier promotion, conflict resolution, predictive priming, encrypted computation, decision accountability, and federated learning. It's a complete cognitive infrastructure, not a storage layer.
SOAGILA manages encryption and access control (the lock) but never stores or touches the actual data (the vault). Your data stays in your infrastructure. SOAGILA ensures only authorized agents can access it, and every access is recorded.
Yes. The patent covers 24 claims, 16 novel algorithms, and 8 core innovations. The system architecture, memory tier design, cryptographic airlock, and federation protocol are all individually protected. Competitors cannot legally replicate this.
BAS is a 0-100 score continuously calculated from agent behavior patterns. It detects insider threats, compromised sessions, and anomalous access without false positives. Score 0-20: normal. 20-60: elevated monitoring. 60+: automatic session restriction.
The EU AI Act requires explainability, auditability, and human oversight for high-risk AI. SOAGILA's Decision Receipt system provides complete decision provenance — what data was accessed, what was considered, and why. Every decision is Merkle-chained and queryable in under 2.3ms.
Inspired by human memory science, SOAGILA memories naturally decay over time unless reinforced by repeated access — just like biological memory. This prevents memory bloat, keeps context relevant, and enables automatic garbage collection without manual intervention.
Yes. The Compliance Dashboard provides real-time audit trails, Merkle-verified decision receipts, and framework-specific compliance reports for GDPR, HIPAA, SOX, EU AI Act, and others. Regulators can verify compliance in seconds, not months.
Current encryption (RSA, ECC) will be broken by quantum computers. SOAGILA uses post-quantum lattice-based cryptography (CRYSTALS-Kyber/Dilithium) that resists both classical and quantum attacks. Your data is protected against threats that don't exist yet.
Every agent decision produces a tamper-proof receipt containing: what memories were accessed, what context was considered, what decision was made, and a cryptographic hash chained to all previous decisions. This creates an immutable audit trail that cannot be altered retroactively.
SOAGILA offers three engagement models: strategic acquisition (full IP transfer), sector/geography-exclusive licensing, and seed investment for independent development. Pricing depends on deployment scope, sector, and exclusivity terms. Contact us for a detailed proposal.
Yes. SOAGILA provides shared memory spaces with agent-level access control. Multiple agents can access the same cognitive memory with different permission levels, and every cross-agent interaction produces a decision receipt.
The Dual-Universe architecture means keys are stored in HSM hardware inside the Vacuum domain — physically isolated, no remote access. Key compromise requires simultaneous biometric authentication of multiple parties plus a regulatory witness. In the unlikely event of compromise, automatic key rotation and data re-encryption execute in real-time.
There is no theoretical limit. The federation protocol uses logarithmic aggregation — meaning intelligence quality improves with each new institution, but communication overhead scales logarithmically, not linearly. Current architecture supports 1,000+ institutions per federation ring.
SOAGILA is currently in the patent-filed, architecture-complete, MVP-prototype stage. The dashboard is live and demonstrable. We are seeking strategic partners for first pilot deployments — the right AI platform or enterprise to co-develop the production version.
SOAGILA addresses the intersection of AI agent infrastructure, data sovereignty, enterprise observability, federated learning, and regulatory compliance. No existing product combines even two of these capabilities.
Full patent portfolio, all algorithms, and inventor engagement. Exclusive competitive advantage in the agent cognition category.
Sector-exclusive or geography-exclusive license. Patent holder retains IP ownership. Custom deployment support.
Seed investment to fund independent development and commercialization. 18-month runway to production MVP and first enterprise pilots.