Apps

Warehouse Brain seed master data carrier (ADR-012)

RAG over Brain pages plus 11 Brain tools and an AI writing-dialog backend - the AI co-author for viin_brain.

Sales Knowledge vault seed master data for Viindoo Brain

AI risk advisory on purchase order approval requests - seeds the advisory agent/topic and wires the enqueue hook on the PURCHASE_ORDER type.

Implement e-invoice replacement features according to Article 1.13 of Decree 70/2025/NĐ-CP

Accounting Brain seed master data carrier (ADR-012)

Auto-install bridge: a Pulse cost-gate rule can read the routine service user's live L1-essential memory tolerance through rule.memory_l1_threshold, so the gate self-tunes (ADR-007 / ADR-009).

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.

VN AI-layer guidance (TT99/TT133/e-invoice) for the Accounting Write Assistant - keeps the generic connector locale-neutral.

AI features for Helpdesk - triage, canned response, FAQ generation.

Wire AI action proposals into the OmniApproval workflow: 2-way state sync, evidence capture, and a Community single-step execution fallback.

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).

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.

AI features for CRM - smart buttons, draft assist, AI topic defaults.

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.

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.

Enter notes on the PoS screen and print notes on the receipt

This module prevents users from transferring a quantity that is more than the initial demand specified on the corresponding stock transfer document

AI risk advisory on account invoice and payment approval requests: seeds the advisory agent/topic and wires the confirm hook onto the three account approval types.