Per-tree AI model policy (owner-only admin view)

The operator decides which model providers exist (env / registry — Anthropic,
OpenAI, x.AI, Ollama, several at once). The *tree owner* decides who uses which:

- Members' assistant -> one configured provider (or none)
- Recommender (association/connection finder) -> one configured provider (or none)
- Owner -> may use any configured provider

Backend: two nullable columns on `trees` (ai_member_provider,
ai_recommender_provider) + migration; `configured_llm_providers()` exposes the
registry as {name, model} with no secrets; owner-gated GET/PATCH
/trees/{id}/ai validate names against the configured set. Frontend: owner-only
"AI models" page with a dropdown per role, graceful 403 for non-owners, and a
sidebar link.

Per-model-within-a-provider selection is a follow-up; today each provider maps
to its single configured model.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Signed-off-by: Justin Paul <justin@jpaul.me>

backend/app/api/deps.py

@@ -101,6 +101,22 @@ def build_llm_providers() -> dict[str, LLMProvider]:
     return providers
 
 
+def configured_llm_providers() -> list[dict]:
+    """Configured LLM providers as {name, model} — for the AI admin view (no
+    secrets). Mirrors build_llm_providers() without constructing clients."""
+    s = get_settings()
+    out: list[dict] = []
+    if s.anthropic_api_key:
+        out.append({"name": "anthropic", "model": s.anthropic_model})
+    if s.openai_api_key:
+        out.append({"name": "openai", "model": s.openai_model})
+    if s.xai_api_key:
+        out.append({"name": "xai", "model": s.xai_model})
+    if s.ollama_enabled:
+        out.append({"name": "ollama", "model": s.ollama_model})
+    return out
+
+
 def get_llm_provider(name: str | None = None) -> LLMProvider:
     """The named LLM provider, or the configured default, or Null if unconfigured."""
     providers = build_llm_providers()

backend/app/api/v1/__init__.py

@@ -3,6 +3,7 @@
 from fastapi import APIRouter
 
 from app.api.v1 import (
+    ai,
     auth,
     citations,
     cleanup,
@@ -36,3 +37,4 @@ api_router.include_router(cleanup.router)
 api_router.include_router(public.router)
 api_router.include_router(members.router)
 api_router.include_router(proposals.router)
+api_router.include_router(ai.router)

backend/app/api/v1/ai.py

@@ -0,0 +1,34 @@
+"""Per-tree AI model policy — owner-only admin view."""
+
+import uuid
+
+from fastapi import APIRouter
+
+from app.api.deps import CurrentUser, SessionDep
+from app.schemas.ai_policy import TreeAiPolicyRead, TreeAiPolicyUpdate
+from app.services import ai_policy_service, tree_service
+
+router = APIRouter(prefix="/trees", tags=["ai"])
+
+
+@router.get("/{tree_id}/ai", response_model=TreeAiPolicyRead)
+async def get_ai_policy(
+    tree_id: uuid.UUID, session: SessionDep, current: CurrentUser
+) -> TreeAiPolicyRead:
+    tree = await tree_service.get_tree(session, viewer_id=current.id, tree_id=tree_id)
+    return TreeAiPolicyRead(**await ai_policy_service.get_policy(session, actor=current, tree=tree))
+
+
+@router.patch("/{tree_id}/ai", response_model=TreeAiPolicyRead)
+async def update_ai_policy(
+    tree_id: uuid.UUID, data: TreeAiPolicyUpdate, session: SessionDep, current: CurrentUser
+) -> TreeAiPolicyRead:
+    tree = await tree_service.get_tree(session, viewer_id=current.id, tree_id=tree_id)
+    policy = await ai_policy_service.update_policy(
+        session,
+        actor=current,
+        tree=tree,
+        member_provider=data.member_provider,
+        recommender_provider=data.recommender_provider,
+    )
+    return TreeAiPolicyRead(**policy)

backend/app/models/tree.py

@@ -36,6 +36,11 @@ class Tree(Base, UUIDPrimaryKey, Timestamps, SoftDelete):
             use_alter=True,
         )
     )
+    # Per-tree AI model policy (owner-configured). The names reference configured
+    # providers from the registry; null = that role has no model. The owner may
+    # use any configured provider; these limit members + the recommender.
+    ai_member_provider: Mapped[str | None] = mapped_column(String(32))
+    ai_recommender_provider: Mapped[str | None] = mapped_column(String(32))
 
 
 class TreeMembership(Base, UUIDPrimaryKey, Timestamps):

backend/app/schemas/ai_policy.py

@@ -0,0 +1,22 @@
+from pydantic import BaseModel
+
+
+class ConfiguredProvider(BaseModel):
+    name: str
+    model: str
+
+
+class TreeAiPolicyRead(BaseModel):
+    # The model non-owners' assistant uses (null = none).
+    member_provider: str | None
+    # The model the association/recommendation engine uses (null = none).
+    recommender_provider: str | None
+    # Providers the operator has configured (from env). The owner may use any of
+    # these; the two settings above restrict members and the recommender to one.
+    configured_providers: list[ConfiguredProvider]
+    default_provider: str
+
+
+class TreeAiPolicyUpdate(BaseModel):
+    member_provider: str | None = None
+    recommender_provider: str | None = None

backend/app/services/ai_policy_service.py

@@ -0,0 +1,77 @@
+"""Per-tree AI model policy — owner-only. Assigns which configured provider
+members and the recommender use; the owner may use any configured provider.
+
+The operator decides which providers exist (env / registry); the tree owner
+decides who uses which. See app/api/deps.py for the registry.
+"""
+
+import uuid
+
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.api.deps import configured_llm_providers
+from app.models.enums import MembershipRole
+from app.models.tree import Tree
+from app.models.user import User
+from app.services import privacy
+from app.services.exceptions import Forbidden
+
+
+async def _require_owner(session: AsyncSession, *, actor: User, tree: Tree) -> None:
+    role = await privacy.get_membership_role(session, actor.id, tree.id)
+    if role is not MembershipRole.owner:
+        raise Forbidden("only the tree owner can configure AI")
+
+
+def _names() -> set[str]:
+    return {p["name"] for p in configured_llm_providers()}
+
+
+async def get_policy(session: AsyncSession, *, actor: User, tree: Tree) -> dict:
+    await _require_owner(session, actor=actor, tree=tree)
+    from app.core.config import get_settings
+
+    return {
+        "member_provider": tree.ai_member_provider,
+        "recommender_provider": tree.ai_recommender_provider,
+        "configured_providers": configured_llm_providers(),
+        "default_provider": get_settings().default_llm_provider,
+    }
+
+
+async def update_policy(
+    session: AsyncSession,
+    *,
+    actor: User,
+    tree: Tree,
+    member_provider: str | None,
+    recommender_provider: str | None,
+) -> dict:
+    await _require_owner(session, actor=actor, tree=tree)
+    valid = _names()
+    for value in (member_provider, recommender_provider):
+        if value is not None and value not in valid:
+            raise Forbidden(f"'{value}' is not a configured provider")
+    tree.ai_member_provider = member_provider
+    tree.ai_recommender_provider = recommender_provider
+    await session.commit()
+    await session.refresh(tree)
+    return await get_policy(session, actor=actor, tree=tree)
+
+
+# --- Resolution helpers (for the future assistant / recommender) -------------
+
+def provider_name_for_member(tree: Tree) -> str | None:
+    """Provider an ordinary member's assistant should use, if any."""
+    return tree.ai_member_provider
+
+
+def provider_name_for_recommender(tree: Tree) -> str | None:
+    return tree.ai_recommender_provider
+
+
+def provider_name_for_owner(tree: Tree, requested: str | None = None) -> str | None:
+    """The owner may use any configured provider; default to the requested one."""
+    if requested and requested in _names():
+        return requested
+    return tree.ai_member_provider  # fall back to the member model

backend/migrations/versions/b2c3d4e5f6a7_tree_ai_policy.py

@@ -0,0 +1,26 @@
+"""tree AI model policy (ai_member_provider, ai_recommender_provider)
+
+Revision ID: b2c3d4e5f6a7
+Revises: a1b2c3d4e5f6
+Create Date: 2026-06-09
+
+"""
+from collections.abc import Sequence
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "b2c3d4e5f6a7"
+down_revision: str | None = "a1b2c3d4e5f6"
+branch_labels: str | Sequence[str] | None = None
+depends_on: str | Sequence[str] | None = None
+
+
+def upgrade() -> None:
+    op.add_column("trees", sa.Column("ai_member_provider", sa.String(length=32), nullable=True))
+    op.add_column("trees", sa.Column("ai_recommender_provider", sa.String(length=32), nullable=True))
+
+
+def downgrade() -> None:
+    op.drop_column("trees", "ai_recommender_provider")
+    op.drop_column("trees", "ai_member_provider")

backend/tests/test_ai_policy.py

@@ -0,0 +1,62 @@
+"""Per-tree AI model policy: owner-only, validated against configured providers."""
+
+from app.core.config import get_settings
+from tests.conftest import auth, register
+
+
+async def test_ai_policy_is_owner_only(client):
+    owner = auth(await register(client, "ai-o@ex.com"))
+    editor = auth(await register(client, "ai-x@ex.com"))
+    tid = (await client.post("/api/v1/trees", json={"name": "T"}, headers=owner)).json()["id"]
+    await client.post(
+        f"/api/v1/trees/{tid}/members", json={"email": "ai-x@ex.com", "role": "editor"}, headers=owner
+    )
+
+    g = await client.get(f"/api/v1/trees/{tid}/ai", headers=owner)
+    assert g.status_code == 200
+    assert g.json()["member_provider"] is None
+    assert g.json()["configured_providers"] == []  # nothing configured in tests
+
+    # An editor (not owner) can neither view nor change the policy.
+    assert (await client.get(f"/api/v1/trees/{tid}/ai", headers=editor)).status_code == 403
+    assert (
+        await client.patch(
+            f"/api/v1/trees/{tid}/ai",
+            json={"member_provider": None, "recommender_provider": None},
+            headers=editor,
+        )
+    ).status_code == 403
+
+
+async def test_ai_policy_set_and_validate(client, monkeypatch):
+    monkeypatch.setattr(get_settings(), "anthropic_api_key", "sk-ant-test")
+    owner = auth(await register(client, "ai-set@ex.com"))
+    tid = (await client.post("/api/v1/trees", json={"name": "T"}, headers=owner)).json()["id"]
+
+    g = (await client.get(f"/api/v1/trees/{tid}/ai", headers=owner)).json()
+    assert {p["name"] for p in g["configured_providers"]} == {"anthropic"}
+
+    # Assign the member + recommender model.
+    p = await client.patch(
+        f"/api/v1/trees/{tid}/ai",
+        json={"member_provider": "anthropic", "recommender_provider": "anthropic"},
+        headers=owner,
+    )
+    assert p.status_code == 200 and p.json()["member_provider"] == "anthropic"
+
+    # A provider that isn't configured is rejected.
+    assert (
+        await client.patch(
+            f"/api/v1/trees/{tid}/ai",
+            json={"member_provider": "openai", "recommender_provider": None},
+            headers=owner,
+        )
+    ).status_code == 403
+
+    # Clearing is allowed.
+    c = await client.patch(
+        f"/api/v1/trees/{tid}/ai",
+        json={"member_provider": None, "recommender_provider": None},
+        headers=owner,
+    )
+    assert c.status_code == 200 and c.json()["member_provider"] is None

frontend/app/trees/[id]/ai/page.tsx

@@ -0,0 +1,171 @@
+"use client";
+
+import { useParams } from "next/navigation";
+import { useCallback, useEffect, useState } from "react";
+
+import { api } from "@/lib/api/client";
+import type { components } from "@/lib/api/schema";
+import { Button } from "@/components/ui/button";
+import { Card, CardContent } from "@/components/ui/card";
+
+type Policy = components["schemas"]["TreeAiPolicyRead"];
+
+// `null`/"" means "no AI for this role". The <select> uses "" for that option
+// and we translate to null on save.
+const NONE = "";
+
+export default function AiPolicyPage() {
+  const { id: treeId } = useParams<{ id: string }>();
+  const [policy, setPolicy] = useState<Policy | null>(null);
+  const [member, setMember] = useState<string>(NONE);
+  const [recommender, setRecommender] = useState<string>(NONE);
+  const [ready, setReady] = useState(false);
+  const [forbidden, setForbidden] = useState(false);
+  const [saving, setSaving] = useState(false);
+  const [msg, setMsg] = useState<string | null>(null);
+
+  const load = useCallback(async () => {
+    const { data, response } = await api.GET("/api/v1/trees/{tree_id}/ai", {
+      params: { path: { tree_id: treeId } },
+    });
+    if (response.status === 403) {
+      setForbidden(true);
+      setReady(true);
+      return;
+    }
+    if (data) {
+      setPolicy(data);
+      setMember(data.member_provider ?? NONE);
+      setRecommender(data.recommender_provider ?? NONE);
+    }
+    setReady(true);
+  }, [treeId]);
+
+  useEffect(() => {
+    load();
+  }, [load]);
+
+  async function save() {
+    setSaving(true);
+    setMsg(null);
+    const { data, error } = await api.PATCH("/api/v1/trees/{tree_id}/ai", {
+      params: { path: { tree_id: treeId } },
+      body: {
+        member_provider: member || null,
+        recommender_provider: recommender || null,
+      },
+    });
+    setSaving(false);
+    if (error || !data) {
+      setMsg("Couldn't save — pick a provider your operator has configured.");
+      return;
+    }
+    setPolicy(data);
+    setMember(data.member_provider ?? NONE);
+    setRecommender(data.recommender_provider ?? NONE);
+    setMsg("Saved.");
+  }
+
+  if (!ready) {
+    return <div className="p-6 text-sm text-[var(--muted)]">Loading…</div>;
+  }
+
+  if (forbidden) {
+    return (
+      <div className="mx-auto max-w-2xl p-6">
+        <h1 className="text-xl font-semibold">AI models</h1>
+        <p className="mt-2 text-sm text-[var(--muted)]">
+          Only the tree owner can configure which AI models this tree uses.
+        </p>
+      </div>
+    );
+  }
+
+  const providers = policy?.configured_providers ?? [];
+  const dirty =
+    member !== (policy?.member_provider ?? NONE) ||
+    recommender !== (policy?.recommender_provider ?? NONE);
+
+  const Select = ({
+    value,
+    onChange,
+  }: {
+    value: string;
+    onChange: (v: string) => void;
+  }) => (
+    <select
+      className="h-9 w-full max-w-xs rounded-md border border-[var(--border)] bg-[var(--surface)] px-2 text-sm"
+      value={value}
+      onChange={(e) => onChange(e.target.value)}
+    >
+      <option value={NONE}>No AI</option>
+      {providers.map((p) => (
+        <option key={p.name} value={p.name}>
+          {p.name} — {p.model}
+        </option>
+      ))}
+    </select>
+  );
+
+  return (
+    <div className="mx-auto max-w-2xl p-6">
+      <h1 className="text-xl font-semibold">AI models</h1>
+      <p className="mt-1 text-sm text-[var(--muted)]">
+        Choose which configured model each role uses. As the owner you can use any
+        configured provider; these settings pin members and the recommender to one.
+      </p>
+
+      {providers.length === 0 ? (
+        <Card className="mt-6">
+          <CardContent className="py-6 text-sm text-[var(--muted)]">
+            No AI providers are configured on this deployment. Set provider
+            credentials in the server environment (Anthropic, OpenAI, x.AI, or
+            Ollama) and they&apos;ll appear here.
+          </CardContent>
+        </Card>
+      ) : (
+        <>
+          <Card className="mt-6">
+            <CardContent className="flex flex-col gap-6 py-6">
+              <div className="flex flex-col gap-2">
+                <div>
+                  <div className="text-sm font-medium">Members&apos; assistant</div>
+                  <div className="text-xs text-[var(--muted)]">
+                    The model non-owner members&apos; AI assistant uses.
+                  </div>
+                </div>
+                <Select value={member} onChange={setMember} />
+              </div>
+
+              <div className="flex flex-col gap-2">
+                <div>
+                  <div className="text-sm font-medium">Recommender</div>
+                  <div className="text-xs text-[var(--muted)]">
+                    The model that finds associations and suggests connections.
+                  </div>
+                </div>
+                <Select value={recommender} onChange={setRecommender} />
+              </div>
+
+              <div className="flex items-center gap-3">
+                <Button onClick={save} disabled={!dirty || saving}>
+                  {saving ? "Saving…" : "Save"}
+                </Button>
+                {msg && <span className="text-sm text-[var(--muted)]">{msg}</span>}
+              </div>
+            </CardContent>
+          </Card>
+
+          <div className="mt-4 text-xs text-[var(--muted)]">
+            <span className="font-medium">Configured providers:</span>{" "}
+            {providers.map((p) => `${p.name} (${p.model})`).join(", ")}.
+            {policy?.default_provider && (
+              <> Default: {policy.default_provider}.</>
+            )}{" "}
+            As the owner you can use all of them.
+          </div>
+        </>
+      )}
+    </div>
+  );
+}

frontend/components/app-sidebar.tsx

@@ -4,6 +4,7 @@ import {
   Archive,
   ArrowDownUp,
   BookText,
+  Bot,
   ClipboardCheck,
   Compass,
   FolderTree,
@@ -151,6 +152,12 @@ export function AppSidebar({ onNavigate }: { onNavigate?: () => void }) {
             icon={UserPlus}
             active={pathname.startsWith(`/trees/${treeId}/members`)}
           />
+          <Item
+            href={`/trees/${treeId}/ai`}
+            label="AI models"
+            icon={Bot}
+            active={pathname.startsWith(`/trees/${treeId}/ai`)}
+          />
           <Item
             href={`/trees/${treeId}/recovery`}
             label="Recovery"

frontend/lib/api/schema.d.ts

@@ -1031,6 +1031,24 @@ export interface paths {
         patch?: never;
         trace?: never;
     };
+    "/api/v1/trees/{tree_id}/ai": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Get Ai Policy */
+        get: operations["get_ai_policy_api_v1_trees__tree_id__ai_get"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        /** Update Ai Policy */
+        patch: operations["update_ai_policy_api_v1_trees__tree_id__ai_patch"];
+        trace?: never;
+    };
 }
 export type webhooks = Record<string, never>;
 export interface components {
@@ -1215,6 +1233,13 @@ export interface components {
             /** Updated */
             updated: number;
         };
+        /** ConfiguredProvider */
+        ConfiguredProvider: {
+            /** Name */
+            name: string;
+            /** Model */
+            model: string;
+        };
         /** DeceasedApply */
         DeceasedApply: {
             /** Person Ids */
@@ -1886,6 +1911,24 @@ export interface components {
             /** Token */
             token: string;
         };
+        /** TreeAiPolicyRead */
+        TreeAiPolicyRead: {
+            /** Member Provider */
+            member_provider: string | null;
+            /** Recommender Provider */
+            recommender_provider: string | null;
+            /** Configured Providers */
+            configured_providers: components["schemas"]["ConfiguredProvider"][];
+            /** Default Provider */
+            default_provider: string;
+        };
+        /** TreeAiPolicyUpdate */
+        TreeAiPolicyUpdate: {
+            /** Member Provider */
+            member_provider?: string | null;
+            /** Recommender Provider */
+            recommender_provider?: string | null;
+        };
         /** TreeCreate */
         TreeCreate: {
             /** Name */
@@ -4651,4 +4694,70 @@ export interface operations {
             };
         };
     };
+    get_ai_policy_api_v1_trees__tree_id__ai_get: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path: {
+                tree_id: string;
+            };
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["TreeAiPolicyRead"];
+                };
+            };
+            /** @description Validation Error */
+            422: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPValidationError"];
+                };
+            };
+        };
+    };
+    update_ai_policy_api_v1_trees__tree_id__ai_patch: {
+        parameters: {
+            query?: never;
+            header?: never;
+            path: {
+                tree_id: string;
+            };
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": components["schemas"]["TreeAiPolicyUpdate"];
+            };
+        };
+        responses: {
+            /** @description Successful Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["TreeAiPolicyRead"];
+                };
+            };
+            /** @description Validation Error */
+            422: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": components["schemas"]["HTTPValidationError"];
+                };
+            };
+        };
+    };
 }

frontend/openapi.json

@@ -4093,6 +4093,100 @@
           }
         }
       }
+    },
+    "/api/v1/trees/{tree_id}/ai": {
+      "get": {
+        "tags": [
+          "ai"
+        ],
+        "summary": "Get Ai Policy",
+        "operationId": "get_ai_policy_api_v1_trees__tree_id__ai_get",
+        "parameters": [
+          {
+            "name": "tree_id",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "format": "uuid",
+              "title": "Tree Id"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/TreeAiPolicyRead"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      },
+      "patch": {
+        "tags": [
+          "ai"
+        ],
+        "summary": "Update Ai Policy",
+        "operationId": "update_ai_policy_api_v1_trees__tree_id__ai_patch",
+        "parameters": [
+          {
+            "name": "tree_id",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "format": "uuid",
+              "title": "Tree Id"
+            }
+          }
+        ],
+        "requestBody": {
+          "required": true,
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/TreeAiPolicyUpdate"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/TreeAiPolicyRead"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
     }
   },
   "components": {
@@ -4683,6 +4777,24 @@
         ],
         "title": "CleanupResult"
       },
+      "ConfiguredProvider": {
+        "properties": {
+          "name": {
+            "type": "string",
+            "title": "Name"
+          },
+          "model": {
+            "type": "string",
+            "title": "Model"
+          }
+        },
+        "type": "object",
+        "required": [
+          "name",
+          "model"
+        ],
+        "title": "ConfiguredProvider"
+      },
       "DeceasedApply": {
         "properties": {
           "person_ids": {
@@ -6812,6 +6924,79 @@
         ],
         "title": "TokenRequest"
       },
+      "TreeAiPolicyRead": {
+        "properties": {
+          "member_provider": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Member Provider"
+          },
+          "recommender_provider": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Recommender Provider"
+          },
+          "configured_providers": {
+            "items": {
+              "$ref": "#/components/schemas/ConfiguredProvider"
+            },
+            "type": "array",
+            "title": "Configured Providers"
+          },
+          "default_provider": {
+            "type": "string",
+            "title": "Default Provider"
+          }
+        },
+        "type": "object",
+        "required": [
+          "member_provider",
+          "recommender_provider",
+          "configured_providers",
+          "default_provider"
+        ],
+        "title": "TreeAiPolicyRead"
+      },
+      "TreeAiPolicyUpdate": {
+        "properties": {
+          "member_provider": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Member Provider"
+          },
+          "recommender_provider": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Recommender Provider"
+          }
+        },
+        "type": "object",
+        "title": "TreeAiPolicyUpdate"
+      },
       "TreeCreate": {
         "properties": {
           "name": {