What's New in DeepChatBI 4.3

This release delivers a system-wide upgrade to the ad decision closed-loop, action execution, and rule management. Meta Ads now connects the full decision-to-execution-to-feedback chain, AI recommendation lists and execution interactions are reorganized across all three ad channels, agent rules gain campaign-level ownership with global and batch configuration, the in-product Pro upgrade journey is simplified, and new users automatically receive a Pro trial. These updates make AI decisions easier to understand, rules more flexible to manage, and the product faster to experience.

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1. Meta Ads Decision Closed-Loop

1.1 Clear Scope for This Release

• The Sales path evaluates advertising spend → purchases → revenue → gross profit → profit; the Leads path evaluates spend → leads → qualified leads → conversions → revenue → profit.
• Manually configured campaigns are supported first, created in PAUSED state by default and enabled only after user confirmation, enabling before-and-after comparison with existing configurations.

1.2 13 Entities and 13 Actions in a Unified Execution Chain

• The 13 confirmed Meta entities serve as the evidence scope, with data sources, granularity, metrics, rule boundaries, and supported actions defined for each entity.
• All 13 Meta actions are wired into a unified execution chain supporting preview, confirmation, idempotent execution, status readback, and audit.
• The execution state machine covers GENERATED → READY → APPROVED → EXECUTING → SUCCEEDED / FAILED → VERIFIED, with execution status feedback delivered in this release.

2. Streamlined Ads Action Execution

2.1 Action Capability Map for Three Platforms

• Action capabilities supported by Google, Meta, and TikTok are mapped, clarifying which are in use, already integrated, or pending integration, and building the relationship between ontologies, business entities, and actions.
• The decision-generation → action-execution → result-feedback chain is progressively completed, starting from the entities and data of real connected accounts.

2.2 Clearer Lists and Execution Interactions

• Campaign lists now show a campaign-level AI summary, helping users understand why the AI reached different judgments, with tabs to filter Actionable / Analysis Findings / All.
• List columns are reorganized into Target, AI Recommendation, Key Evidence, Rule, Status, and Action, with key evidence surfaced as concise metric tags.
• The detail side panel follows a five-layer information architecture: core info pinned on top (AI recommendation, decision target, status tags, key evidence, primary action) → Why AI recommends this → Action & Status (before / during / after execution) → Execution Log → Entity Details.

2.3 Risk-Tiered Automation with Independent Thresholds

• Google Ads and Meta Ads automation is managed under a unified risk framework: R1 low-risk auto-execution, R2 controlled risk with independent thresholds, R3 strategic high-risk requiring manual confirmation.
• A new G0 pre-automation gate blocks execution when conversion tracking, data freshness, minimum sample size, campaign cooldown, or bidding strategy requirements are not met; when conversion data is abnormal, all automatic actions relying on ROAS / conversion rate are paused.
• Safety Rail settings support per-action threshold configuration (e.g., maximum single-step increase / decrease, per-24-hour operation limits), plus global safety limits and emergency stop.

2.4 Organized Automation History

• Action History adds Manual Execution and Auto Optimize tags above the table, with matching identifiers in the list, so users can easily tell system operations from manual ones.

3. Smarter Agent Rule Management

3.1 Campaign- and User-Level Rule Ownership

• Google Ads and Meta Ads rules now carry ownership dimensions (campaign_id, user_id), enabling finer-grained management for different customers and making analysis more accurate, transparent, and controllable.
• In Ontology Management, the Entity Rule tab is renamed General Entity Rule, and a new Campaign Entity Rule tab is added, supporting search by user_id, campaign name, and status, with campaign ownership and owner visibility for each rule.
• Smart Budget Control and Performance Opportunities add a Rule column, allowing campaign-level rule viewing and editing that syncs back to the data layer upon save.

3.2 Global and Batch Rule Configuration

• Rule management expands from per-campaign setup to global and batch configuration: a single rule can apply to all campaigns or a selected subset under the account.
• A side panel offers By rules and By campaigns views — configure a rule's campaign scope or inspect the rules of a campaign, backed by the same rule-campaign relationship data.
• Rules with the same intent are automatically merged and deduplicated within a campaign; conflicts follow the defined hierarchy priority.

4. Simplified Pro Upgrade Journey

• All pages and dialogs now support browser dark / night mode to prevent invisible buttons or modules in dark mode.
• The first-login onboarding dialog adds a 5-second countdown and auto-closes into the Profit World Model home page when it reaches zero.

5. Instant Pro Trial for New Users

• New users are automatically upgraded to Pro and receive a 14-day trial after linking their first ads channel, with full access to all features during the trial.
• After 14 days, users are automatically removed from the whitelist and restored to regular accounts; linking additional channels during the trial does not reset the trial period.
• A contact-sales card with remaining-trial-time badges (days / hours) guides users to reach out before the trial ends.

Benefits of This Release

• A complete decision loop: Meta Ads connects the full decision-to-execution-to-feedback chain with auditable execution status and outcome evaluation.
• Transparent reasoning: AI evidence, execution status, and logs are organized by information hierarchy so users can grasp key facts quickly.
• Controllable rules: Ownership dimensions, global and batch configuration, and risk tiers with independent thresholds make automation safer.
• Faster time-to-value: New users get an instant 14-day Pro trial with full access to all features.
• Smoother experience: A simpler Pro upgrade journey, dark-mode support, and more natural onboarding.