AI w Open Mercato: przewodnik decyzyjny

Najpierw wybierz powierzchnię i poziom uprawnień

Use case wymaga jawnych danych, modelu, narzędzi, decyzji człowieka, śladu dowodowego, oceny, retencji, fallbacku i właściciela.

Odpowiedź z granicą

Typed framework AI i skupione agenty, nie jeden autonomiczny agent ERP

Sprawdzony kod zawiera skupione agenty katalogu i klientów, typed tools, structured output, kontrolę modelu i dostawcy, rozmowy, telemetrię tokenów, limity pętli i etapowe mutacje typed. Legacy Code Mode oraz zewnętrzny MCP są osobnymi powierzchniami. Bezpieczne użycie produkcyjne nadal wymaga efektywnej konfiguracji, kontroli danych i uprawnień, oceny jakości, odzyskania i odpowiedzialności.

Sprawdzono: 2026-07-14
Rewizja: 01911d00e28f44cf484d0b1d04860dcfef5370bf (v0.6.5-1202-g01911d00e)
Najnowszy tag i pakiet: v0.6.5 · @open-mercato/ai-assistant 0.6.5

Current source differs materially from the tag; current behaviors below are not silently labeled as v0.6.5.

Siedem powierzchni AI i kontraktów uprawnień

available

AI-assisted engineering

User and entry point: Developers and coding agents · Repository guidance and generators
State, data and context: Repo and spec context; no operator business state
Tools and authority: Coding tools only
Approval: Code review and delivery gates
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Repository and delivery evidence
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: Not the in-app assistant or correctness proof · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

configurable

Legacy OpenCode Code Mode

User and entry point: Authorized operator · Legacy chat endpoint and sandbox
State, data and context: OpenAPI context and selected application data
Tools and authority: GET plus capped POST, PUT, PATCH and DELETE under endpoint RBAC
Approval: Prompt instructs AskUserQuestion before writes; no typed pending-action card
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Legacy conversation and API evidence
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: Prompt confirmation is not a server-staged approval · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

available

Typed in-app agents

User and entry point: Feature-authorized operator · AiChat and global launcher
State, data and context: Tenant/org/user context, conversation, page and attachments
Tools and authority: Agent-allowlisted typed tools
Approval: Effective mutation policy and pending card where applicable
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Server conversation, pending action and events
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: Focused catalog/customer agents only · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

configurable

Structured-object execution

User and entry point: Programmatic caller · Typed runtime object mode
State, data and context: Schema-bound input and context
Tools and authority: Allowlisted tools if declared
Approval: Caller-owned review and business gate
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Schema result and application evidence
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: Not an automatically available manager workflow · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

integration-required

External MCP clients

User and entry point: External authenticated client · Dev, HTTP or stdio tool server
State, data and context: Session/API-key scope and exposed tool context
Tools and authority: Tools, not in-app agent orchestration
Approval: Client-specific approval required
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Transport logs, tool evidence and reconciliation
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: Does not inherit agent prompt, loop or approval card · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

configurable

Model/provider configuration

User and entry point: AI administrator · Environment, tenant and agent settings
State, data and context: Provider/model/base URL class and allowlists
Tools and authority: Model inference
Approval: Configuration review, not business approval
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Effective-config snapshot and usage events
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: No quality, geography, privacy, uptime or capacity assurance · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

custom

Custom bounded agent

User and entry point: Module developer and owner · AiAgentDefinition and typed tools
State, data and context: Purpose-specific data, prompts, tools and UI
Tools and authority: Reviewed allowlisted tools
Approval: Designed mutation and human policy
Identity, scope and persistence: Tenant, organization, user and feature context where applicable · Tests, deployment, evaluation and operations
Owner and manager decision: Name the surface owner and decide whether this authority fits the use case.
Evidence and limitation: Requires complete lifecycle ownership · current source at 01911d00e28f44cf484d0b1d04860dcfef5370bf · 2026-07-14

Nie łącz tych warstw

1
AI-assisted engineering is not the operator assistant
2
MCP serves tools, not in-app agents
3
An LLM answer is not a tool result
4
Approval is not execution
5
Execution is not external acknowledgement
6
An event is not reconciliation
7
Token or loop telemetry is not quality evidence

Bieżący sprawdzony inwentarz agentów

Catalog Assistant

Explore products, categories, variants, prices, offers, media, tags, schemas and units

Domain: catalog
Read/write posture: read-only
Required feature family: catalog view features
Media and loop: bounded media · no mutation
Page context: catalog page context
Limitation and review date: Not a universal catalog decision maker · 2026-07-14

Catalog Merchandising Assistant

Draft copy, attribute and price proposals and call named catalog writes

Domain: catalog
Read/write posture: write-capable
Required feature family: catalog view/manage features
Media and loop: bounded media · confirm-required
Page context: selected catalog context
Limitation and review date: Approval card does not prove every record changed correctly · 2026-07-14

Customers Account Assistant

Explore accounts, people, deals, activities and propose named CRM writes

Domain: customers
Read/write posture: write-capable
Required feature family: customer view/manage features
Media and loop: bounded media · confirm-required
Page context: account context
Limitation and review date: Focused CRM scope only · 2026-07-14

Deal Analyzer

Bounded multi-step deal analysis and one stage-change proposal

Domain: customers
Read/write posture: write-capable demo
Required feature family: customers.deals.view
Media and loop: none material · loop budget and confirm-required
Page context: deal context
Limitation and review date: Demonstration, not business judgment assurance · 2026-07-14

ToolLoopAgent sibling

Mutation-gate proof scenario

Domain: customers
Read/write posture: proof sibling
Required feature family: test scenario
Media and loop: none · tool-loop-agent
Page context: proof context
Limitation and review date: Do not market as a production business assistant · 2026-07-14

Modułowe agenty znaleziono wyłącznie w catalog i customers. Dalsze agenty domenowe lub cross-domain pozostają pracą własną do czasu nowych dowodów.

Drzewo decyzji dla use case

business decision
acceptable error
reversibility
data class
model and provider
grounding source
tool authority
write or destructive action
human decision point
external systems
latency
volume
explanation needs
audit evidence
retention
evaluation set
fallback
recovery
accountable owner

1. read-only assistance

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.

2. structured extraction or classification

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.

3. confirmed in-app mutation

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.

4. deterministic workflow or rule instead of AI

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.

5. custom bounded agent

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.

6. external MCP or tooling with separate controls

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.

7. stop or defer

Wybierz tylko wtedy, gdy klasa danych, dopuszczalny błąd, uprawnienia, dowody, ocena jakości, retencja, fallback, odzyskanie i właściciel są jawne.