diff --git a/server/lib/blueprints/aiProviders.ts b/server/lib/blueprints/aiProviders.ts
new file mode 100644
index 000000000..5dbf18bf0
--- /dev/null
+++ b/server/lib/blueprints/aiProviders.ts
@@ -0,0 +1,286 @@
+import { and, eq, inArray } from "drizzle-orm";
+import {
+    aiModels,
+    aiProviders,
+    resourceAiModels,
+    siteResourceAiModels,
+    Transaction
+} from "@server/db";
+import {
+    AccessMode,
+    ModelListType,
+    clearPublicResourceAiConfig,
+    clearSiteResourceAiConfig,
+    isInferenceFieldsError,
+    resolveProviderAttachments,
+    setPublicResourceAiProviders,
+    setSiteResourceAiProviders
+} from "@server/lib/aiInferenceResource";
+
+export type BlueprintAiModelInput = {
+    model: string;
+    listType: ModelListType;
+};
+
+export type BlueprintAiProviderInput = {
+    provider: string;
+    accessMode: AccessMode;
+    enabled: boolean;
+    models: BlueprintAiModelInput[];
+};
+
+async function resolveProviderNiceIds(
+    orgId: string,
+    niceIds: string[],
+    trx: Transaction
+): Promise<Map<string, number>> {
+    const unique = [...new Set(niceIds)];
+    if (unique.length === 0) {
+        return new Map();
+    }
+
+    const rows = await trx
+        .select({
+            providerId: aiProviders.providerId,
+            niceId: aiProviders.niceId
+        })
+        .from(aiProviders)
+        .where(
+            and(
+                eq(aiProviders.orgId, orgId),
+                inArray(aiProviders.niceId, unique)
+            )
+        );
+
+    const byNiceId = new Map(rows.map((r) => [r.niceId, r.providerId]));
+    const missing = unique.filter((id) => !byNiceId.has(id));
+    if (missing.length > 0) {
+        throw new Error(
+            `AI provider(s) not found in this org: ${missing.join(", ")}`
+        );
+    }
+
+    return byNiceId;
+}
+
+async function resolveModelKeys(
+    providers: BlueprintAiProviderInput[],
+    providerIdByNiceId: Map<string, number>,
+    trx: Transaction
+): Promise<Map<string, number>> {
+    const providerIds = [
+        ...new Set(
+            providers
+                .filter((p) => p.models.length > 0)
+                .map((p) => providerIdByNiceId.get(p.provider)!)
+        )
+    ];
+
+    if (providerIds.length === 0) {
+        return new Map();
+    }
+
+    const rows = await trx
+        .select({
+            modelId: aiModels.modelId,
+            modelKey: aiModels.modelKey,
+            providerId: aiModels.providerId
+        })
+        .from(aiModels)
+        .where(inArray(aiModels.providerId, providerIds));
+
+    const byProviderAndKey = new Map<string, number>();
+    for (const row of rows) {
+        byProviderAndKey.set(`${row.providerId}::${row.modelKey}`, row.modelId);
+    }
+
+    const modelIdByEntryKey = new Map<string, number>();
+    const missing: string[] = [];
+    for (const provider of providers) {
+        const providerId = providerIdByNiceId.get(provider.provider)!;
+        for (const m of provider.models) {
+            const modelId = byProviderAndKey.get(`${providerId}::${m.model}`);
+            if (modelId === undefined) {
+                missing.push(`${provider.provider}/${m.model}`);
+                continue;
+            }
+            modelIdByEntryKey.set(`${provider.provider}::${m.model}`, modelId);
+        }
+    }
+
+    if (missing.length > 0) {
+        throw new Error(`AI model(s) not found: ${missing.join(", ")}`);
+    }
+
+    return modelIdByEntryKey;
+}
+
+async function validateModelEntries(input: {
+    orgId: string;
+    entries: { modelId: number; listType: ModelListType }[];
+    selectProviderIds: number[];
+    trx: Transaction;
+}): Promise<void> {
+    if (input.entries.length === 0) {
+        return;
+    }
+
+    if (input.selectProviderIds.length === 0) {
+        throw new Error(
+            "Set at least one attached AI provider to access-mode 'select' before declaring models"
+        );
+    }
+
+    const modelIds = input.entries.map((e) => e.modelId);
+    const catalogRows = await input.trx
+        .select({
+            modelId: aiModels.modelId,
+            listType: aiModels.listType,
+            providerId: aiModels.providerId,
+            enabled: aiModels.enabled
+        })
+        .from(aiModels)
+        .innerJoin(aiProviders, eq(aiModels.providerId, aiProviders.providerId))
+        .where(
+            and(
+                inArray(aiModels.modelId, modelIds),
+                inArray(aiModels.providerId, input.selectProviderIds),
+                eq(aiProviders.orgId, input.orgId)
+            )
+        );
+
+    const catalogById = new Map(catalogRows.map((row) => [row.modelId, row]));
+    for (const entry of input.entries) {
+        const catalog = catalogById.get(entry.modelId);
+        if (!catalog) {
+            throw new Error(
+                `Model ${entry.modelId} does not exist or does not belong to a select-mode attached provider`
+            );
+        }
+        if (catalog.listType !== entry.listType) {
+            throw new Error(
+                `Model ${entry.modelId} must use list-type "${catalog.listType}" to match the provider catalog entry`
+            );
+        }
+        if (!catalog.enabled) {
+            throw new Error(`Model ${entry.modelId} is disabled on its provider`);
+        }
+    }
+}
+
+type SyncInferenceAiConfigInput = {
+    orgId: string;
+    trx: Transaction;
+    mode: string;
+    providers: BlueprintAiProviderInput[];
+} & (
+    | { scope: "public"; resourceId: number }
+    | { scope: "site"; siteResourceId: number }
+);
+
+/**
+ * Fully declarative: makes the resource's attached AI providers/models match
+ * exactly what the blueprint declares (omitted providers/models are removed).
+ * Non-inference resources have any leftover AI config cleared.
+ */
+export async function syncInferenceAiConfig(
+    input: SyncInferenceAiConfigInput
+): Promise<void> {
+    const { orgId, trx, mode } = input;
+
+    if (mode !== "inference") {
+        if (input.scope === "public") {
+            await clearPublicResourceAiConfig(input.resourceId, trx);
+        } else {
+            await clearSiteResourceAiConfig(input.siteResourceId, trx);
+        }
+        return;
+    }
+
+    const providerIdByNiceId = await resolveProviderNiceIds(
+        orgId,
+        input.providers.map((p) => p.provider),
+        trx
+    );
+
+    const resolvedAttachments = await resolveProviderAttachments({
+        orgId,
+        attachments: input.providers.map((p) => ({
+            providerId: providerIdByNiceId.get(p.provider)!,
+            accessMode: p.accessMode,
+            enabled: p.enabled
+        })),
+        requireAtLeastOne: false
+    });
+    if (isInferenceFieldsError(resolvedAttachments)) {
+        throw new Error(resolvedAttachments.error);
+    }
+
+    if (input.scope === "public") {
+        await setPublicResourceAiProviders(
+            input.resourceId,
+            resolvedAttachments,
+            trx
+        );
+    } else {
+        await setSiteResourceAiProviders(
+            input.siteResourceId,
+            resolvedAttachments,
+            trx
+        );
+    }
+
+    const modelIdByEntryKey = await resolveModelKeys(
+        input.providers,
+        providerIdByNiceId,
+        trx
+    );
+
+    const modelEntries = input.providers.flatMap((p) =>
+        p.models.map((m) => ({
+            modelId: modelIdByEntryKey.get(`${p.provider}::${m.model}`)!,
+            listType: m.listType
+        }))
+    );
+
+    const selectProviderIds = resolvedAttachments
+        .filter((a) => a.accessMode === "select")
+        .map((a) => a.providerId);
+
+    await validateModelEntries({
+        orgId,
+        entries: modelEntries,
+        selectProviderIds,
+        trx
+    });
+
+    if (input.scope === "public") {
+        await trx
+            .delete(resourceAiModels)
+            .where(eq(resourceAiModels.resourceId, input.resourceId));
+        if (modelEntries.length > 0) {
+            await trx.insert(resourceAiModels).values(
+                modelEntries.map((m) => ({
+                    resourceId: input.resourceId,
+                    modelId: m.modelId,
+                    listType: m.listType
+                }))
+            );
+        }
+    } else {
+        await trx
+            .delete(siteResourceAiModels)
+            .where(
+                eq(siteResourceAiModels.siteResourceId, input.siteResourceId)
+            );
+        if (modelEntries.length > 0) {
+            await trx.insert(siteResourceAiModels).values(
+                modelEntries.map((m) => ({
+                    siteResourceId: input.siteResourceId,
+                    modelId: m.modelId,
+                    listType: m.listType
+                }))
+            );
+        }
+    }
+}
diff --git a/server/lib/blueprints/privateResources.ts b/server/lib/blueprints/privateResources.ts
index 2991a5a83..070ac68b4 100644
--- a/server/lib/blueprints/privateResources.ts
+++ b/server/lib/blueprints/privateResources.ts
@@ -29,11 +29,13 @@ import { tierMatrix } from "../billing/tierMatrix";
 import { build } from "@server/build";
 import { LimitId } from "../billing";
 import { usageService } from "../billing/usageService";
+import { syncInferenceAiConfig } from "./aiProviders";
 
 async function getDomainForSiteResource(
     siteResourceId: number | undefined,
     fullDomain: string,
     orgId: string,
+    isInference: boolean,
     trx: Transaction
 ): Promise<{ subdomain: string | null; domainId: string }> {
     const [fullDomainExists] = await trx
@@ -43,6 +45,9 @@ async function getDomainForSiteResource(
             and(
                 eq(siteResources.fullDomain, fullDomain),
                 eq(siteResources.orgId, orgId),
+                // exclude looking at the ones on exit nodes if this is an inference resource,
+                // and vice versa, so inference and non-inference resources can share a full-domain
+                ne(siteResources.requiresExitNodeConnection, !isInference),
                 siteResourceId
                     ? ne(siteResources.siteResourceId, siteResourceId)
                     : isNotNull(siteResources.siteResourceId)
@@ -214,7 +219,7 @@ export async function updatePrivateResources(
             resourceStatusFromSite = siteSingle.status ?? "approved";
         }
 
-        if (allSites.length === 0) {
+        if (resourceData.mode !== "inference" && allSites.length === 0) {
             throw new Error(
                 `No valid sites found for private private resource ${resourceNiceId} in org ${orgId}`
             );
@@ -231,11 +236,16 @@ export async function updatePrivateResources(
             let domainInfo:
                 | { subdomain: string | null; domainId: string }
                 | undefined;
-            if (resourceData["full-domain"] && resourceData.mode === "http") {
+            if (
+                resourceData["full-domain"] &&
+                (resourceData.mode === "http" ||
+                    resourceData.mode === "inference")
+            ) {
                 domainInfo = await getDomainForSiteResource(
                     existingResource.siteResourceId,
                     resourceData["full-domain"],
                     orgId,
+                    resourceData.mode === "inference",
                     trx
                 );
             }
@@ -265,6 +275,8 @@ export async function updatePrivateResources(
                 }
             }
 
+            const isInference = resourceData.mode === "inference";
+
             // Update existing resource
             const [updatedResource] = await trx
                 .update(siteResources)
@@ -279,13 +291,15 @@ export async function updatePrivateResources(
                     alias: resourceData.alias || null,
                     disableIcmp:
                         resourceData["disable-icmp"] ||
-                        (resourceData.mode == "http" ? true : false), // default to true for http resources, otherwise false
+                        (resourceData.mode == "http" || isInference
+                            ? true
+                            : false), // default to true for http/inference resources, otherwise false
                     tcpPortRangeString:
-                        resourceData.mode == "http"
+                        resourceData.mode == "http" || isInference
                             ? "443,80"
                             : resourceData["tcp-ports"],
                     udpPortRangeString:
-                        resourceData.mode == "http"
+                        resourceData.mode == "http" || isInference
                             ? ""
                             : resourceData["udp-ports"],
                     fullDomain: resourceData["full-domain"] || null,
@@ -295,7 +309,9 @@ export async function updatePrivateResources(
                     authDaemonMode:
                         resourceData["auth-daemon"]?.mode || "native",
                     authDaemonPort: resourceData["auth-daemon"]?.port || 22123,
-                    status: resourceStatusFromSite
+                    status: resourceStatusFromSite,
+                    networkId: isInference ? null : undefined,
+                    requiresExitNodeConnection: isInference
                 })
                 .where(
                     eq(
@@ -307,7 +323,19 @@ export async function updatePrivateResources(
 
             const siteResourceId = existingResource.siteResourceId;
 
-            if (updatedResource.networkId) {
+            if (isInference) {
+                // inference resources are not attached to any site network
+                if (existingResource.networkId) {
+                    await trx
+                        .delete(siteNetworks)
+                        .where(
+                            eq(
+                                siteNetworks.networkId,
+                                existingResource.networkId
+                            )
+                        );
+                }
+            } else if (updatedResource.networkId) {
                 await trx
                     .delete(siteNetworks)
                     .where(
@@ -322,6 +350,23 @@ export async function updatePrivateResources(
                 }
             }
 
+            await syncInferenceAiConfig({
+                orgId,
+                trx,
+                mode: resourceData.mode,
+                scope: "site",
+                siteResourceId,
+                providers: resourceData["ai-providers"].map((p) => ({
+                    provider: p.provider,
+                    accessMode: p["access-mode"],
+                    enabled: p.enabled,
+                    models: p.models.map((m) => ({
+                        model: m.model,
+                        listType: m["list-type"]
+                    }))
+                }))
+            });
+
             await trx
                 .delete(clientSiteResources)
                 .where(eq(clientSiteResources.siteResourceId, siteResourceId));
@@ -501,14 +546,20 @@ export async function updatePrivateResources(
                 releaseAliasLock = release;
             }
 
+            const isInference = resourceData.mode === "inference";
+
             let domainInfo:
                 | { subdomain: string | null; domainId: string }
                 | undefined;
-            if (resourceData["full-domain"] && resourceData.mode === "http") {
+            if (
+                resourceData["full-domain"] &&
+                (resourceData.mode === "http" || isInference)
+            ) {
                 domainInfo = await getDomainForSiteResource(
                     undefined,
                     resourceData["full-domain"],
                     orgId,
+                    isInference,
                     trx
                 );
             }
@@ -534,13 +585,16 @@ export async function updatePrivateResources(
                 }
             }
 
-            const [network] = await trx
-                .insert(networks)
-                .values({
-                    scope: "resource",
-                    orgId: orgId
-                })
-                .returning();
+            let network: typeof networks.$inferSelect | undefined;
+            if (!isInference) {
+                [network] = await trx
+                    .insert(networks)
+                    .values({
+                        scope: "resource",
+                        orgId: orgId
+                    })
+                    .returning();
+            }
 
             // Create new resource
             const [newResource] = await trx
@@ -548,8 +602,8 @@ export async function updatePrivateResources(
                 .values({
                     orgId: orgId,
                     niceId: resourceNiceId,
-                    networkId: network.networkId,
-                    defaultNetworkId: network.networkId,
+                    networkId: network ? network.networkId : null,
+                    defaultNetworkId: network ? network.networkId : null,
                     name: resourceData.name || resourceNiceId,
                     mode: resourceData.mode,
                     ssl: resourceData.ssl,
@@ -561,13 +615,15 @@ export async function updatePrivateResources(
                     aliasAddress: aliasAddress,
                     disableIcmp:
                         resourceData["disable-icmp"] ||
-                        (resourceData.mode == "http" ? true : false), // default to true for http resources, otherwise false
+                        (resourceData.mode == "http" || isInference
+                            ? true
+                            : false), // default to true for http/inference resources, otherwise false
                     tcpPortRangeString:
-                        resourceData.mode == "http"
+                        resourceData.mode == "http" || isInference
                             ? "443,80"
                             : resourceData["tcp-ports"],
                     udpPortRangeString:
-                        resourceData.mode == "http"
+                        resourceData.mode == "http" || isInference
                             ? ""
                             : resourceData["udp-ports"],
                     fullDomain: resourceData["full-domain"] || null,
@@ -577,7 +633,8 @@ export async function updatePrivateResources(
                     authDaemonMode:
                         resourceData["auth-daemon"]?.mode || "native",
                     authDaemonPort: resourceData["auth-daemon"]?.port || 22123,
-                    status: resourceStatusFromSite
+                    status: resourceStatusFromSite,
+                    requiresExitNodeConnection: isInference
                 })
                 .returning();
 
@@ -585,13 +642,32 @@ export async function updatePrivateResources(
 
             const siteResourceId = newResource.siteResourceId;
 
-            for (const site of allSites) {
-                await trx.insert(siteNetworks).values({
-                    siteId: site.siteId,
-                    networkId: network.networkId
-                });
+            if (network) {
+                for (const site of allSites) {
+                    await trx.insert(siteNetworks).values({
+                        siteId: site.siteId,
+                        networkId: network.networkId
+                    });
+                }
             }
 
+            await syncInferenceAiConfig({
+                orgId,
+                trx,
+                mode: resourceData.mode,
+                scope: "site",
+                siteResourceId,
+                providers: resourceData["ai-providers"].map((p) => ({
+                    provider: p.provider,
+                    accessMode: p["access-mode"],
+                    enabled: p.enabled,
+                    models: p.models.map((m) => ({
+                        model: m.model,
+                        listType: m["list-type"]
+                    }))
+                }))
+            });
+
             const [adminRole] = await trx
                 .select()
                 .from(roles)
diff --git a/server/lib/blueprints/publicResources.ts b/server/lib/blueprints/publicResources.ts
index f21bf0f26..9c9242984 100644
--- a/server/lib/blueprints/publicResources.ts
+++ b/server/lib/blueprints/publicResources.ts
@@ -56,6 +56,7 @@ import createHttpError from "http-errors";
 import next from "next";
 import { LimitId } from "../billing";
 import { usageService } from "../billing/usageService";
+import { syncInferenceAiConfig } from "./aiProviders";
 
 export type PublicResourcesResults = {
     proxyResource: Resource;
@@ -287,7 +288,7 @@ export async function updatePublicResources(
         if (existingResource) {
             let domain;
             if (
-                ["http", "ssh", "rdp", "vnc"].includes(resourceData.mode || "")
+                ["http", "ssh", "rdp", "vnc", "inference"].includes(resourceData.mode || "")
             ) {
                 if (resourceData["full-domain"]?.startsWith("*.")) {
                     const isLicensed = await isLicensedOrSubscribed(
@@ -371,12 +372,12 @@ export async function updatePublicResources(
                             name: resourceData.name || "Unnamed Resource",
 
                             mode: resourceData.mode,
-                            proxyPort: ["http", "ssh", "rdp", "vnc"].includes(
+                            proxyPort: ["http", "ssh", "rdp", "vnc", "inference"].includes(
                                 resourceData.mode || ""
                             )
                                 ? null
                                 : resourceData["proxy-port"],
-                            fullDomain: ["http", "ssh", "rdp", "vnc"].includes(
+                            fullDomain: ["http", "ssh", "rdp", "vnc", "inference"].includes(
                                 resourceData.mode || ""
                             )
                                 ? resourceData["full-domain"]
@@ -567,12 +568,13 @@ export async function updatePublicResources(
                         .update(resources)
                         .set({
                             name: resourceData.name || "Unnamed Resource",
-                            proxyPort: ["http", "ssh", "rdp", "vnc"].includes(
+                            mode: resourceData.mode,
+                            proxyPort: ["http", "ssh", "rdp", "vnc", "inference"].includes(
                                 resourceData.mode || ""
                             )
                                 ? null
                                 : resourceData["proxy-port"],
-                            fullDomain: ["http", "ssh", "rdp", "vnc"].includes(
+                            fullDomain: ["http", "ssh", "rdp", "vnc", "inference"].includes(
                                 resourceData.mode || ""
                             )
                                 ? resourceData["full-domain"]
@@ -674,6 +676,25 @@ export async function updatePublicResources(
                         trx
                     );
                 }
+
+                await syncInferenceAiConfig({
+                    orgId,
+                    trx,
+                    mode: resourceData.mode || "",
+                    scope: "public",
+                    resourceId: existingResource.resourceId,
+                    providers: (resourceData["ai-providers"] || []).map(
+                        (p) => ({
+                            provider: p.provider,
+                            accessMode: p["access-mode"],
+                            enabled: p.enabled,
+                            models: p.models.map((m) => ({
+                                model: m.model,
+                                listType: m["list-type"]
+                            }))
+                        })
+                    )
+                });
             }
 
             const existingResourceTargets = await trx
@@ -754,7 +775,7 @@ export async function updatePublicResources(
                                     : undefined),
                             rewritePathType: targetData["rewrite-match"],
                             priority: targetData.priority,
-                            mode: resourceData.mode
+                            mode: resourceData.mode as Target["mode"]
                         })
                         .where(eq(targets.targetId, existingTarget.targetId))
                         .returning();
@@ -1059,7 +1080,7 @@ export async function updatePublicResources(
 
             let domain;
             if (
-                ["http", "ssh", "rdp", "vnc"].includes(resourceData.mode || "")
+                ["http", "ssh", "rdp", "vnc", "inference"].includes(resourceData.mode || "")
             ) {
                 if (resourceData["full-domain"]?.startsWith("*.")) {
                     const isLicensed = await isLicensedOrSubscribed(
@@ -1156,12 +1177,12 @@ export async function updatePublicResources(
                     status: resourceStatusFromSite,
                     name: resourceData.name || "Unnamed Resource",
                     mode: resourceData.mode,
-                    proxyPort: ["http", "ssh", "rdp", "vnc"].includes(
+                    proxyPort: ["http", "ssh", "rdp", "vnc", "inference"].includes(
                         resourceData.mode || ""
                     )
                         ? null
                         : resourceData["proxy-port"],
-                    fullDomain: ["http", "ssh", "rdp", "vnc"].includes(
+                    fullDomain: ["http", "ssh", "rdp", "vnc", "inference"].includes(
                         resourceData.mode || ""
                     )
                         ? resourceData["full-domain"]
@@ -1218,6 +1239,23 @@ export async function updatePublicResources(
 
             resource = newResource;
 
+            await syncInferenceAiConfig({
+                orgId,
+                trx,
+                mode: resourceData.mode || "",
+                scope: "public",
+                resourceId: newResource.resourceId,
+                providers: (resourceData["ai-providers"] || []).map((p) => ({
+                    provider: p.provider,
+                    accessMode: p["access-mode"],
+                    enabled: p.enabled,
+                    models: p.models.map((m) => ({
+                        model: m.model,
+                        listType: m["list-type"]
+                    }))
+                }))
+            });
+
             await trx.insert(roleResources).values({
                 roleId: adminRole.roleId,
                 resourceId: newResource.resourceId
diff --git a/server/lib/blueprints/types.ts b/server/lib/blueprints/types.ts
index e1952848f..099656ddc 100644
--- a/server/lib/blueprints/types.ts
+++ b/server/lib/blueprints/types.ts
@@ -183,6 +183,34 @@ export const HeaderSchema = z.object({
     value: z.string().min(1)
 });
 
+export const AiProviderModelEntrySchema = z.object({
+    model: z.string().min(1),
+    "list-type": z.enum(["allow", "block"])
+});
+
+export const AiProviderAttachmentSchema = z
+    .object({
+        provider: z.string().min(1),
+        "access-mode": z
+            .enum(["inherit", "select"])
+            .optional()
+            .default("inherit"),
+        enabled: z.boolean().optional().default(true),
+        models: z.array(AiProviderModelEntrySchema).optional().default([])
+    })
+    .refine(
+        (provider) => {
+            if (provider.models.length === 0) {
+                return true;
+            }
+            return provider["access-mode"] === "select";
+        },
+        {
+            path: ["models"],
+            error: "'models' can only be set on a provider with access-mode 'select'"
+        }
+    );
+
 export const AuthDaemonSchema = z
     .object({
         pam: z.enum(["passthrough", "push"]).optional().default("passthrough"),
@@ -209,7 +237,9 @@ export const PublicResourceSchema = z
         protocol: z
             .enum(["http", "tcp", "udp", "ssh", "rdp", "vnc"])
             .optional(), // this was the old one and is now DEPRECATED in favor of the mode
-        mode: z.enum(["http", "tcp", "udp", "ssh", "rdp", "vnc"]).optional(),
+        mode: z
+            .enum(["http", "tcp", "udp", "ssh", "rdp", "vnc", "inference"])
+            .optional(),
         policy: z.string().optional(),
         ssl: z.boolean().optional(),
         scheme: z.enum(["http", "https"]).optional(),
@@ -226,7 +256,8 @@ export const PublicResourceSchema = z
         "auth-daemon": AuthDaemonSchema.optional(),
         "proxy-protocol": z.boolean().optional(),
         "proxy-protocol-version": z.int().min(1).optional(),
-        labels: z.array(z.string().min(1)).optional()
+        labels: z.array(z.string().min(1)).optional(),
+        "ai-providers": z.array(AiProviderAttachmentSchema).optional()
     })
     .refine(
         (resource) => {
@@ -315,11 +346,13 @@ export const PublicResourceSchema = z
                 return true;
             }
 
-            // If protocol/mode is http, ssh, rdp, or vnc, it must have a full-domain
+            // If protocol/mode is http, ssh, rdp, vnc, or inference, it must have a full-domain
             const effectiveProtocol = resource.mode ?? resource.protocol;
             if (
                 effectiveProtocol !== undefined &&
-                ["http", "ssh", "rdp", "vnc"].includes(effectiveProtocol)
+                ["http", "ssh", "rdp", "vnc", "inference"].includes(
+                    effectiveProtocol
+                )
             ) {
                 return (
                     resource["full-domain"] !== undefined &&
@@ -330,7 +363,43 @@ export const PublicResourceSchema = z
         },
         {
             path: ["full-domain"],
-            error: "When protocol is 'http', 'ssh', 'rdp', or 'vnc', a 'full-domain' must be provided"
+            error: "When protocol is 'http', 'ssh', 'rdp', 'vnc', or 'inference', a 'full-domain' must be provided"
+        }
+    )
+    .refine(
+        (resource) => {
+            if (isTargetsOnlyResource(resource)) {
+                return true;
+            }
+
+            const effectiveMode = resource.mode ?? resource.protocol;
+            if (effectiveMode !== "inference") {
+                return true;
+            }
+
+            return resource.targets.every((target) => target == null);
+        },
+        {
+            path: ["targets"],
+            error: "When mode is 'inference', 'targets' must not be provided"
+        }
+    )
+    .refine(
+        (resource) => {
+            if (isTargetsOnlyResource(resource)) {
+                return true;
+            }
+
+            const effectiveMode = resource.mode ?? resource.protocol;
+            if (effectiveMode === "inference") {
+                return true;
+            }
+
+            return (resource["ai-providers"]?.length ?? 0) === 0;
+        },
+        {
+            path: ["ai-providers"],
+            error: "'ai-providers' can only be set when mode is 'inference'"
         }
     )
     .refine(
@@ -464,7 +533,7 @@ export function isTargetsOnlyResource(resource: any): boolean {
 export const PrivateResourceSchema = z
     .object({
         name: z.string().min(1).max(255),
-        mode: z.enum(["host", "cidr", "http", "ssh"]),
+        mode: z.enum(["host", "cidr", "http", "ssh", "inference"]),
         site: z.string().optional(), // DEPRECATED IN FAVOR OF sites
         sites: z.array(z.string()).optional().default([]),
         // protocol: z.enum(["tcp", "udp"]).optional(),
@@ -495,16 +564,17 @@ export const PrivateResourceSchema = z
         users: z.array(z.string()).optional().default([]),
         machines: z.array(z.string()).optional().default([]),
         labels: z.array(z.string().min(1)).optional().default([]),
-        "auth-daemon": AuthDaemonSchema.optional()
+        "auth-daemon": AuthDaemonSchema.optional(),
+        "ai-providers": z.array(AiProviderAttachmentSchema).optional().default([])
     })
     .refine(
         (data) => {
-            // destination is optional only for ssh+native; required for everything else
+            // destination is optional only for ssh+native or inference; required for everything else
             const isNativeSSH =
                 data.mode === "ssh" &&
                 (data["auth-daemon"] === undefined ||
                     data["auth-daemon"].mode === "native");
-            if (!isNativeSSH && !data.destination) {
+            if (data.mode !== "inference" && !isNativeSSH && !data.destination) {
                 return false;
             }
             return true;
@@ -512,7 +582,19 @@ export const PrivateResourceSchema = z
         {
             path: ["destination"],
             message:
-                "destination is required unless mode is 'ssh' with auth-daemon mode 'native'"
+                "destination is required unless mode is 'ssh' with auth-daemon mode 'native', or mode is 'inference'"
+        }
+    )
+    .refine(
+        (data) => {
+            if (data.mode === "inference") {
+                return true;
+            }
+            return (data["ai-providers"]?.length ?? 0) === 0;
+        },
+        {
+            path: ["ai-providers"],
+            error: "'ai-providers' can only be set when mode is 'inference'"
         }
     )
     .refine(