Phase 46 — March 2026
JDBC Adapter + Data Mapping
- Database adapter: parameterized queries against Postgres with connection pooling (extensible to MySQL, MSSQL, Oracle)
- Read-only by default — write operations require explicit governance approval
- Canonical business objects (customer, order, invoice) with field-level mappings between legacy formats
- JSON Schema validation and schema drift detection when source systems change unexpectedly
- Self-hosted only — adapter refuses execution in Vercel serverless
Phase 45 — March 2026
Webhook Receiver + SFTP Adapter
- Webhook endpoint receives inbound events from legacy systems with HMAC-SHA256 signature verification
- Verified webhook events trigger agent workflows through the governance pipeline
- Dead-letter queue for undeliverable webhook events
- SFTP adapter: upload, download, list files with vault-injected SSH keys or passwords
- File change detection for poll-based workflows — self-hosted only
Phase 42 — March 2026
Oceum Recall — Compressed Semantic Memory
- Compressed vector memory for agent fleets — 7.7x storage reduction at 3-bit quantization with >0.99 cosine fidelity
- Adaptive bit-width selection: memories scored by recency, access frequency, and agent priority
- Per-org rotation key encryption via HKDF — tenant-isolated similarity search without decryption
- Drift-aware decay: tiered compression (hot→warm→cold) with access-based promotion back to full fidelity
Phases 40–41 — March 2026
Security Hardening + Compliance
- 28-fix security audit across all platform systems — org scoping, SQL injection, cascading deletes, token revocation
- Full test coverage: 329 tests across 22 test files (now 927 tests across 88 files)
- Legal compliance suite: Privacy Policy, Terms of Service, DPA, SLA, Security Policy — all published
Phase 37 — March 2026
Reasoning Chains + Audit Trails
- Every autonomous decision logged with data considered, options weighed, action chosen, and outcome
- Confidence scoring and counterfactual analysis — what if the agent chose differently?
- Decision chaining: multi-step reasoning chains with full traversal views
- Enterprise compliance: complete audit trail for every autonomous action
Phase 33 — March 2026
Goal Decomposition Engine
- Set high-level goals in natural language — AI decomposes into actionable subtasks with agent assignments
- Recursive task trees with progress tracking, priority badges, and deadline countdowns
- Watchdog auto-evaluates stalled goals and approaching deadlines
Phase 32 — March 2026
Universal Graduated Autonomy
- Per-agent, per-action trust scores (0-100) for 6 action types: social, email, modify, delete, spend, API
- Trust-gated autonomy: low trust forces supervised mode regardless of configuration
- Auto-escalation on success streaks, auto-revocation on failures
- Governance gate: high-risk decisions require approval, medium-risk auto-audited
Phase 30 — March 2026
Runtime Policy Engine + Granular RBAC
- Every execution evaluated against deterministic rules before touching production systems
- Policy types: hard limits, scope-based authorization, contextual triggers for human approval
- Behavioral drift detection: anomaly alerts, scope-boundary warnings, reasoning drift monitoring
- Granular RBAC: agent identities with bounded scopes, human roles (builder, operator, approver, auditor, admin)
Phase 28 — March 2026
Enterprise Governance API
- Governance API with 12 actions: connections, adapters, executions, approvals, audit trails
- 10 connection types: SFTP, JDBC, SOAP, REST, webhook, message queue, and more
- Execution modes: auto, approval_required, dry_run with state machine transitions
- Agents cannot approve their own actions — human-in-the-loop enforced
- Replay engine for retrying failed executions from checkpoint
Phase 26 — March 2026
Orion Training Infrastructure
- Every Orion chat logged as training data with user feedback signals
- Synthetic data generator: 28 categories, 400+ prompts, 15,000 training examples
- Alpaca-style JSONL export for fine-tuning pipelines
Phase 24 — March 2026
Drift Engine Asset Library
- User-uploaded image library — brand photos, product shots, lifestyle images
- Intelligent asset selection with tag-based scoring and freshness balancing
- Asset preference toggle: Prefer My Assets / Prefer AI / My Assets Only / AI Only
Phase 23 — March 2026
Enterprise Self-Hosted Deployment
- Complete self-hosted deployment package with Docker Compose
- JWT license validation — Community, Team, Enterprise tiers
- Zero Supabase dependency — runs on raw Postgres only
Phase 21 — March 2026
API Hardening + Enterprise Testing
- Standardized response envelope across all API endpoints
- Rate limiting and input validation on every authenticated endpoint
- Sentry observability, OpenAPI 3.0 spec, and CI/CD pipeline
- SDK v0.2.0 with vault proxy, memory search, and workflow trigger
Phase 19 — March 2026
Zero-Knowledge Vault Proxy
- Blind relay — agents make API calls without seeing raw credentials
- Domain allowlist per vault token prevents credential exfiltration
- SSRF prevention: blocks localhost, private IPs, and metadata endpoints
Phase 17 — March 2026
Social Publishing Pipeline
- LinkedIn, Instagram, and Facebook publishing pipeline
- OAuth connections for Meta and LinkedIn
- Drift content auto-publishes to connected social channels
Phase 15 — March 2026
Brand Context + Onboarding
- 5-step onboarding questionnaire for personalized agent behavior
- Brand-first context system with voice and tone settings per-org
Phase 11 — February 2026
Autonomy + Fleet Activation
- 3-tier autonomy with whitelisted actions and readiness gates
- Notification system across Telegram, Slack, and email
- Orion upgraded to COO-level context awareness