The HEOSSI solution portfolio

6 production Intelligence Ladder tiers: Bee Cell, Bee Brood, Bee Comb, Bee Buzz, Bee Hive, Bee Swarm

All tiers serve on governed, pinned base models or routing releases - Cell → Hive are production-deployed with scale-to-zero serving; Swarm is Bee's governed multi-lane routing fabric. Cell is the free entry tier, not an always-warm GPU. Public foundation-family lineage is disclosed on /models; exact revisions remain governed deployment records.

Domain adapters are eval-gated and released through the governed pipeline - none merged into production routing yet, so tiers serve base-equivalent today. Each released adapter ships with a published validation record at /trust.

Bee Enclave - a private / auditable / sovereign deployment mode for any Hive/Swarm-class workload, not a larger model tier.

7 published multimodal and tool-use capability groups across the ladder

OpenAI-compatible API and governed workspace access

Post-quantum protection using FIPS 203/204/205 is available with Enclave Sovereign deployments

87 post-quantum algorithms (24 KEMs and 63 signatures) across 13 families

4 per-tenant cryptographic policy tiers

ACVP test vectors published and reproducible by anyone: noble 435/435, liboqs 240/240. This is the strongest claim we have and it stands on its own - point at https://qnsi.heossi.com/verify/conformance and invite verification.

3 compliance frameworks mapped to 17 controls; mappings are not certifications

8 BYOHSM connector implementations: 6 via PKCS#11 and 2 via REST, with qualification remaining deployment-specific

Native-PQC HSM and cloud-KMS offerings now exist; AWS KMS exposes ML-DSA-44/65/87, while other providers expose different mechanism sets and validation scopes. Prefer a provider's native operation when the exact approved deployment supports it. QNSI's current HSPK API is the ML-DSA-44/65/87 compatibility path for existing qualified PKCS#11 estates: the HSM protects the RSA-OAEP custody root and QNSI performs ML-DSA in software. QNSI's 87-algorithm catalog remains a broader software migration and interoperability surface-not a claim that all 87 execute in hardware.

NIST-finalized ML-KEM, ML-DSA, and SLH-DSA (FIPS 203/204/205)

Variational Quantum Classifiers (VQC) and Quantum Neural Networks (QNN) with 4-7 qubit configurations

97 technical indicators: price, volume, momentum, volatility, pattern, and market microstructure features

Explainable AI: every prediction includes comprehensive reasoning (WHY, not just WHAT)

Quality validation: rejects predictions below 50% confidence - no false confidence

PQC-secured authentication: CRYSTALS-Dilithium (ML-DSA FIPS 204) signed JWT tokens on every API call

Real-time WebSocket streaming with BUY/SELL/HOLD signals, entry/exit points, stop-loss, and take-profit

Enterprise risk metrics: VaR (95%), CVaR, Sharpe ratio, Sortino ratio, max drawdown, rolling volatility

Multi-source market data: Yahoo Finance, Alpha Vantage, Finnhub, Polygon, Twelve Data, EOD, FMP

Quantum backends: IBM Quantum (16 qubits), Google Sycamore (53 qubits), Azure Quantum, local simulator

4 model profiles: Classical (15ms), Quantum-Fast (4q/2L), Quantum-AI (5q/3L), Quantum-Max (7q/4L/97 features)

Market regime detection: Bull/Bear/Sideways/Volatile with adaptive strategy switching

Prediction tracking with accuracy verification, adaptive learning loops, and concept drift detection

Quantum-safe connectivity fabric with deterministic multi-hop routing and programmable incentives

Integrated observability and telemetry pipelines for sovereign network operations

PQC-secured overlay with policy-controlled access and mixnet padding

Fixed 1B TNL supply with programmable emissions and automated Polygon-based settlement

Multi-platform clients: web, desktop (Tauri), browser extension, mobile (iOS/Android), IoT

Progressive decentralization with 5 governance pillars and on-chain voting

WireGuard automation with deterministic route scoring and real-time quality metrics

Air-gapped deployment support for sovereign and defense environments

22 deterministic analyzers and fixers across code, models, quantum circuits, and workflows

Quantum-aware optimization with governed remediation pipelines and circuit normalization

Policy-backed developer experience with audit-grade traceability and versioned enforcement

Kernel-pure quantum workflows: validation, optimization, governed remediation, circuit synthesis

Circuit normalization across OpenQASM 2/3, XIR, Qiskit, Cirq, Braket, Quil, Q#

CI/CD connectors for GitHub, GitLab, Jenkins, Azure DevOps, CircleCI, Travis CI

Merkle-anchored audit artifacts with immutable evidence trails

Fleet-wide OpenTelemetry instrumentation with real-time policy enforcement

8 security pillars: Audit, Detection, Response, Custody, Compliance, Governance, Network, Token

13+ core modules including Cert (audit), Bloc (detection), Trace (response), Vault (custody)

AI-native anomaly detection triggering sub-5s autonomous containment

PQC-aware cryptography roadmap securing custody, transport, and attestation across 24 chains

Automated smart contract auditing across 30+ vulnerability classes

Zero-knowledge privacy and blockchain-native KYC/AML compliance

Real-time regulatory sync (FATF, MiCA, GDPR, DORA)

Multi-chain support: Ethereum, Solana, Polygon, Avalanche, BSC, and 19 more

Autonomous command cloud for industrial fleets, plants, and OT networks

4 autonomy layers: telemetry ingestion, digital twin sync, AI orchestration, safety governance

Digital twin ingestion with real-time telemetry and situational awareness

Safety and recovery logic orchestrated via AI agents with autonomous containment

Aligned XIIS pack model for satellite, defense, energy, transportation systems, marine, manufacturing, water and wastewater, emergency services, and related critical infrastructure

Monte Carlo and rule-based scenario simulation with twin rehearsal

Carbon accounting hooks and audit telemetry aligned to pack-specific operating models

250+ edge agents with redundant command paths and failover logic

Programmable blockchain rails for regulated finance on Solana and L2 ecosystems

10-stage TokenOps lifecycle: sale, staking, vesting, referrals, governance, ESG, rewards, burns, airdrops, treasury

AI-native risk engine with real-time scoring and anomaly detection

Integrated risk/compliance packs with ESG automation and carbon accounting

Treasury-safe multi-rail settlement and liquidity orchestration

Governance-driven treasury actions with policy enforcement

PQC migration roadmap for long-lived secrets and custody keys

Customer-scoped regulatory evidence mappings; certifications are not implied

Event-driven finance OS unifying ledgers, compliance packs, and workflows

10 modular services: ledger, AR/AP, banking, treasury, payroll, compliance, reporting, forecasting, cash ops, audit

7+ compliance jurisdictions: GST, InvoiceNow, CPF (Singapore), UK MTD, US IRS, HK IRD, AU BAS

6 AI automation tracks: AR/AP, ledger intelligence, forecasting, cash ops, compliance, reporting

Filing lifecycle automation with regulator SLA enforcement and evidence-grade audit trails

Multi-entity, multi-currency handling with FX projections and treasury automation

Cross-jurisdiction controls with policy automation and real-time compliance monitoring

Temporal-ready event-driven architecture with workflow orchestration

Hybrid quantum-inspired credit risk scoring with classical fallback for production reliability

Fraud detection with graph-based transaction network analysis and anomaly scoring

Portfolio optimization using quantum-inspired solvers for large-scale risk surfaces

Governance plane with policy enforcement, audit trails, and regulatory reporting

4 planes: credit, fraud, optimization, governance - 8 core modules

Proto-defined service contracts for institutional integration and interoperability

TypeScript, Python, and Java SDKs for multi-language enterprise deployment

Real-time risk scoring with sub-100ms latency targets for transaction decisioning

Agent-native kernel where AI agents run as native processes with semantic IPC

Shared cognitive memory fabric enabling agents to exchange semantic structures

Cognitive data exchange protocol (CDEX) for intent, context, and reasoning interoperability

Self-evolving compute substrate (SILOX) with continuous self-optimization

Structural plasticity through adaptive, context-aware, modifiable syscalls

Cryptographically-governed evolution with reversible lineage and deterministic rollback

Deterministic runtime enforcing capability security and PQC isolation

First-class AI agent process model with authenticated capability tokens

Hardware attestation support for bare metal and cloud hosts (Intel SGX, AMD SEV, ARM TrustZone)

Observability hooks for agent telemetry, policy enforcement, and real-time monitoring

Governed automation with runtime guards and cryptographic proof artifacts

Autonomous infrastructure: self-tuning clusters, self-reconfiguring networks, adaptive compute pools

Self-healing security that rewires defenses in response to threats with cryptographic audit trails

Cross-platform support: Linux, macOS, Windows, bare metal, containerized, embedded

Non-invasive neural signal capture via EEG, fNIRS, eye tracking, and biosensors

Intent recognition and semantic translation from cognitive signals to agent-executable structures

Real-time co-working interface between human cognition and AI agents

Bidirectional feedback loops enabling humans to monitor and guide agent execution

Adaptive learning loops that improve intent recognition accuracy over time

Privacy-preserving neural data processing with on-device computation and encrypted transmission

Verifiable semantic reasoning ensuring AI agents correctly interpret human intent

Integration with AIOS for seamless agent orchestration and shared cognitive memory

Context-aware routing of intent to appropriate AI agents based on task domain

Thought-to-action workflows eliminating keyboard-mouse-screen bottlenecks

Support for knowledge work, creative tasks, research, and mission-critical operations

Neuroscience-backed cognitive models for attention, decision-making, and emotional state