AI features for Helpdesk - triage, canned response, FAQ generation.
Inventory AI connector: agent + topic + 3 read tools (get_stock_level, get_low_stock_products, get_product_moves) + SQL analytics templates.
Semantic search across PDFs, web pages, and typed text - with permission-aware results.
AI in live chat: an autonomous AI chatbot script step (answers visitors, falls back to a human operator) plus an AI-draft assist for human operators.
Manufacturing AI connector: agent + topic + 2 advisory READ tools (explain_bom, get_manufacturing_order_status) + SQL analytics templates.
Marketing AI connector: agent + topic + 2 advisory READ tools (get_mailing_summary, get_mailing_lists) + SQL analytics templates.
Search Odoo records in plain English or Vietnamese - AI translates to a safe filter automatically.
Operating object foundation for AI-driven business governance: goals, work items, action proposals, and control policies.
Remember & explain step for the AI operating layer: turn an action proposal into a Brain 'Approval Rationale' page with mandatory T5 attribution, linked to the originating goal / work item / trace.
Project AI connector: agent + topic + 2 advisory READ tools (get_task_summary, standup_digest) + 2 SQL analytics templates.
No-LLM cost gate in front of scheduled work routines: a Pulse rule decides PASS/SKIP on the already-scanned records before any LLM call, with a signal ledger and a cost-avoided estimate (ADR-007).
AI risk advisory on purchase order approval requests - seeds the advisory agent/topic and wires the enqueue hook on the PURCHASE_ORDER type.
Purchase AI connector: agent + topic + 2 advisory READ tools (get_purchase_order_summary, get_supplier_pricelist) + SQL analytics template + Route-H create_purchase_order_draft draft (RFQ) write tool.
AI risk advisory on sale quotation approval requests - seeds the advisory agent/topic and wires the enqueue hook on the QUOTE type.
Sales AI connector: agent + topic + 2 read tools (get_quotation_summary, get_order_invoice_status) + SQL analytics templates.
Teach AI agents new skills without editing prompts - additive, audited, multi-company.
Fabricates LLM responses for CI, developer sandboxes, and live demos with NO real API key. NEVER install on a customer production database.
VN AI-layer guidance (TT99/TT133/e-invoice) for the Accounting Write Assistant - keeps the generic connector locale-neutral.
Website AI connector: agent + topic + 2 advisory READ tools (get_blog_summary, get_blog_post_detail) + SQL analytics templates + a weekly DRAFT-only (never auto-published) AI blog-draft routine, backed by a verbatim v19->v17 backport of website.html.text.processor.
Community-compatible base of the P-OPS-3 operating-layer adapter: work routines (heartbeats) that let the AI act proactively on a schedule, producing work items, evidence, and governed proposals.