diff --git a/coderd/aitasks.go b/coderd/aitasks.go
index a982ccc39b26b..e1d72f264a025 100644
--- a/coderd/aitasks.go
+++ b/coderd/aitasks.go
@@ -1,13 +1,20 @@
 package coderd
 
 import (
+	"database/sql"
+	"errors"
 	"fmt"
 	"net/http"
+	"slices"
 	"strings"
 
 	"github.com/google/uuid"
 
+	"github.com/coder/coder/v2/coderd/audit"
+	"github.com/coder/coder/v2/coderd/database"
 	"github.com/coder/coder/v2/coderd/httpapi"
+	"github.com/coder/coder/v2/coderd/httpmw"
+	"github.com/coder/coder/v2/coderd/rbac"
 	"github.com/coder/coder/v2/codersdk"
 )
 
@@ -61,3 +68,106 @@ func (api *API) aiTasksPrompts(rw http.ResponseWriter, r *http.Request) {
 		Prompts: promptsByBuildID,
 	})
 }
+
+// This endpoint is experimental and not guaranteed to be stable, so we're not
+// generating public-facing documentation for it.
+func (api *API) tasksCreate(rw http.ResponseWriter, r *http.Request) {
+	var (
+		ctx     = r.Context()
+		apiKey  = httpmw.APIKey(r)
+		auditor = api.Auditor.Load()
+		mems    = httpmw.OrganizationMembersParam(r)
+	)
+
+	var req codersdk.CreateTaskRequest
+	if !httpapi.Read(ctx, rw, r, &req) {
+		return
+	}
+
+	hasAITask, err := api.Database.GetTemplateVersionHasAITask(ctx, req.TemplateVersionID)
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) || rbac.IsUnauthorizedError(err) {
+			httpapi.ResourceNotFound(rw)
+			return
+		}
+
+		httpapi.Write(ctx, rw, http.StatusInternalServerError, codersdk.Response{
+			Message: "Internal error fetching whether the template version has an AI task.",
+			Detail:  err.Error(),
+		})
+		return
+	}
+	if !hasAITask {
+		httpapi.Write(ctx, rw, http.StatusBadRequest, codersdk.Response{
+			Message: fmt.Sprintf(`Template does not have required parameter %q`, codersdk.AITaskPromptParameterName),
+		})
+		return
+	}
+
+	createReq := codersdk.CreateWorkspaceRequest{
+		Name:                    req.Name,
+		TemplateVersionID:       req.TemplateVersionID,
+		TemplateVersionPresetID: req.TemplateVersionPresetID,
+		RichParameterValues: []codersdk.WorkspaceBuildParameter{
+			{Name: codersdk.AITaskPromptParameterName, Value: req.Prompt},
+		},
+	}
+
+	var owner workspaceOwner
+	if mems.User != nil {
+		// This user fetch is an optimization path for the most common case of creating a
+		// task for 'Me'.
+		//
+		// This is also required to allow `owners` to create workspaces for users
+		// that are not in an organization.
+		owner = workspaceOwner{
+			ID:        mems.User.ID,
+			Username:  mems.User.Username,
+			AvatarURL: mems.User.AvatarURL,
+		}
+	} else {
+		// A task can still be created if the caller can read the organization
+		// member. The organization is required, which can be sourced from the
+		// template.
+		//
+		// TODO: This code gets called twice for each workspace build request.
+		//   This is inefficient and costs at most 2 extra RTTs to the DB.
+		//   This can be optimized. It exists as it is now for code simplicity.
+		//   The most common case is to create a workspace for 'Me'. Which does
+		//   not enter this code branch.
+		template, ok := requestTemplate(ctx, rw, createReq, api.Database)
+		if !ok {
+			return
+		}
+
+		// If the caller can find the organization membership in the same org
+		// as the template, then they can continue.
+		orgIndex := slices.IndexFunc(mems.Memberships, func(mem httpmw.OrganizationMember) bool {
+			return mem.OrganizationID == template.OrganizationID
+		})
+		if orgIndex == -1 {
+			httpapi.ResourceNotFound(rw)
+			return
+		}
+
+		member := mems.Memberships[orgIndex]
+		owner = workspaceOwner{
+			ID:        member.UserID,
+			Username:  member.Username,
+			AvatarURL: member.AvatarURL,
+		}
+	}
+
+	aReq, commitAudit := audit.InitRequest[database.WorkspaceTable](rw, &audit.RequestParams{
+		Audit:   *auditor,
+		Log:     api.Logger,
+		Request: r,
+		Action:  database.AuditActionCreate,
+		AdditionalFields: audit.AdditionalFields{
+			WorkspaceOwner: owner.Username,
+		},
+	})
+
+	defer commitAudit()
+	createWorkspace(ctx, aReq, apiKey.UserID, api, owner, createReq, rw, r)
+}
diff --git a/coderd/aitasks_test.go b/coderd/aitasks_test.go
index 53f0174d6f03d..8d12dd3a5ec95 100644
--- a/coderd/aitasks_test.go
+++ b/coderd/aitasks_test.go
@@ -1,9 +1,11 @@
 package coderd_test
 
 import (
+	"net/http"
 	"testing"
 
 	"github.com/google/uuid"
+	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
 
 	"github.com/coder/coder/v2/coderd/coderdtest"
@@ -139,3 +141,125 @@ func TestAITasksPrompts(t *testing.T) {
 		require.Empty(t, prompts.Prompts)
 	})
 }
+
+func TestTaskCreate(t *testing.T) {
+	t.Parallel()
+
+	t.Run("OK", func(t *testing.T) {
+		t.Parallel()
+
+		var (
+			ctx = testutil.Context(t, testutil.WaitShort)
+
+			taskName   = "task-foo-bar-baz"
+			taskPrompt = "Some task prompt"
+		)
+
+		client := coderdtest.New(t, &coderdtest.Options{IncludeProvisionerDaemon: true})
+		user := coderdtest.CreateFirstUser(t, client)
+
+		// Given: A template with an "AI Prompt" parameter
+		version := coderdtest.CreateTemplateVersion(t, client, user.OrganizationID, &echo.Responses{
+			Parse:          echo.ParseComplete,
+			ProvisionApply: echo.ApplyComplete,
+			ProvisionPlan: []*proto.Response{
+				{Type: &proto.Response_Plan{Plan: &proto.PlanComplete{
+					Parameters: []*proto.RichParameter{{Name: "AI Prompt", Type: "string"}},
+					HasAiTasks: true,
+				}}},
+			},
+		})
+		coderdtest.AwaitTemplateVersionJobCompleted(t, client, version.ID)
+		template := coderdtest.CreateTemplate(t, client, user.OrganizationID, version.ID)
+
+		expClient := codersdk.NewExperimentalClient(client)
+
+		// When: We attempt to create a Task.
+		workspace, err := expClient.CreateTask(ctx, "me", codersdk.CreateTaskRequest{
+			Name:              taskName,
+			TemplateVersionID: template.ActiveVersionID,
+			Prompt:            taskPrompt,
+		})
+		require.NoError(t, err)
+		coderdtest.AwaitWorkspaceBuildJobCompleted(t, client, workspace.LatestBuild.ID)
+
+		// Then: We expect a workspace to have been created.
+		assert.Equal(t, taskName, workspace.Name)
+		assert.Equal(t, template.ID, workspace.TemplateID)
+
+		// And: We expect it to have the "AI Prompt" parameter correctly set.
+		parameters, err := client.WorkspaceBuildParameters(ctx, workspace.LatestBuild.ID)
+		require.NoError(t, err)
+		require.Len(t, parameters, 1)
+		assert.Equal(t, codersdk.AITaskPromptParameterName, parameters[0].Name)
+		assert.Equal(t, taskPrompt, parameters[0].Value)
+	})
+
+	t.Run("FailsOnNonTaskTemplate", func(t *testing.T) {
+		t.Parallel()
+
+		var (
+			ctx = testutil.Context(t, testutil.WaitShort)
+
+			taskName   = "task-foo-bar-baz"
+			taskPrompt = "Some task prompt"
+		)
+
+		client := coderdtest.New(t, &coderdtest.Options{IncludeProvisionerDaemon: true})
+		user := coderdtest.CreateFirstUser(t, client)
+
+		// Given: A template without an "AI Prompt" parameter
+		version := coderdtest.CreateTemplateVersion(t, client, user.OrganizationID, nil)
+		coderdtest.AwaitTemplateVersionJobCompleted(t, client, version.ID)
+		template := coderdtest.CreateTemplate(t, client, user.OrganizationID, version.ID)
+
+		expClient := codersdk.NewExperimentalClient(client)
+
+		// When: We attempt to create a Task.
+		_, err := expClient.CreateTask(ctx, "me", codersdk.CreateTaskRequest{
+			Name:              taskName,
+			TemplateVersionID: template.ActiveVersionID,
+			Prompt:            taskPrompt,
+		})
+
+		// Then: We expect it to fail.
+		var sdkErr *codersdk.Error
+		require.Error(t, err)
+		require.ErrorAsf(t, err, &sdkErr, "error should be of type *codersdk.Error")
+		assert.Equal(t, http.StatusBadRequest, sdkErr.StatusCode())
+	})
+
+	t.Run("FailsOnInvalidTemplate", func(t *testing.T) {
+		t.Parallel()
+
+		var (
+			ctx = testutil.Context(t, testutil.WaitShort)
+
+			taskName   = "task-foo-bar-baz"
+			taskPrompt = "Some task prompt"
+		)
+
+		client := coderdtest.New(t, &coderdtest.Options{IncludeProvisionerDaemon: true})
+		user := coderdtest.CreateFirstUser(t, client)
+
+		// Given: A template
+		version := coderdtest.CreateTemplateVersion(t, client, user.OrganizationID, nil)
+		coderdtest.AwaitTemplateVersionJobCompleted(t, client, version.ID)
+		_ = coderdtest.CreateTemplate(t, client, user.OrganizationID, version.ID)
+
+		expClient := codersdk.NewExperimentalClient(client)
+
+		// When: We attempt to create a Task with an invalid template version ID.
+		_, err := expClient.CreateTask(ctx, "me", codersdk.CreateTaskRequest{
+			Name:              taskName,
+			TemplateVersionID: uuid.New(),
+			Prompt:            taskPrompt,
+		})
+
+		// Then: We expect it to fail.
+		var sdkErr *codersdk.Error
+		require.Error(t, err)
+		require.ErrorAsf(t, err, &sdkErr, "error should be of type *codersdk.Error")
+		assert.Equal(t, http.StatusNotFound, sdkErr.StatusCode())
+	})
+}
diff --git a/coderd/coderd.go b/coderd/coderd.go
index 78ae849fd1894..2aa30c9d7a45c 100644
--- a/coderd/coderd.go
+++ b/coderd/coderd.go
@@ -995,6 +995,15 @@ func New(options *Options) *API {
 		r.Route("/aitasks", func(r chi.Router) {
 			r.Get("/prompts", api.aiTasksPrompts)
 		})
+		r.Route("/tasks", func(r chi.Router) {
+			r.Use(apiRateLimiter)
+
+			r.Route("/{user}", func(r chi.Router) {
+				r.Use(httpmw.ExtractOrganizationMembersParam(options.Database, api.HTTPAuth.Authorize))
+
+				r.Post("/", api.tasksCreate)
+			})
+		})
 		r.Route("/mcp", func(r chi.Router) {
 			r.Use(
 				httpmw.RequireExperimentWithDevBypass(api.Experiments, codersdk.ExperimentOAuth2, codersdk.ExperimentMCPServerHTTP),
diff --git a/coderd/database/dbauthz/dbauthz.go b/coderd/database/dbauthz/dbauthz.go
index d5cc334f5ff7f..69041d2aac859 100644
--- a/coderd/database/dbauthz/dbauthz.go
+++ b/coderd/database/dbauthz/dbauthz.go
@@ -2874,6 +2874,17 @@ func (q *querier) GetTemplateVersionByTemplateIDAndName(ctx context.Context, arg
 	return tv, nil
 }
 
+func (q *querier) GetTemplateVersionHasAITask(ctx context.Context, id uuid.UUID) (bool, error) {
+	// If we can successfully call `GetTemplateVersionByID`, then
+	// we know the actor has sufficient permissions to know if the
+	// template has an AI task.
+	if _, err := q.GetTemplateVersionByID(ctx, id); err != nil {
+		return false, err
+	}
+
+	return q.db.GetTemplateVersionHasAITask(ctx, id)
+}
+
 func (q *querier) GetTemplateVersionParameters(ctx context.Context, templateVersionID uuid.UUID) ([]database.TemplateVersionParameter, error) {
 	// An actor can read template version parameters if they can read the related template.
 	tv, err := q.db.GetTemplateVersionByID(ctx, templateVersionID)
diff --git a/coderd/database/dbauthz/dbauthz_test.go b/coderd/database/dbauthz/dbauthz_test.go
index a55f9c37aa4f5..c3ecfbf8e4502 100644
--- a/coderd/database/dbauthz/dbauthz_test.go
+++ b/coderd/database/dbauthz/dbauthz_test.go
@@ -1443,6 +1443,20 @@ func (s *MethodTestSuite) TestTemplate() {
 		})
 		check.Args(now.Add(-time.Hour)).Asserts(rbac.ResourceTemplate.All(), policy.ActionRead)
 	}))
+	s.Run("GetTemplateVersionHasAITask", s.Subtest(func(db database.Store, check *expects) {
+		o := dbgen.Organization(s.T(), db, database.Organization{})
+		u := dbgen.User(s.T(), db, database.User{})
+		t := dbgen.Template(s.T(), db, database.Template{
+			OrganizationID: o.ID,
+			CreatedBy:      u.ID,
+		})
+		tv := dbgen.TemplateVersion(s.T(), db, database.TemplateVersion{
+			OrganizationID: o.ID,
+			TemplateID:     uuid.NullUUID{UUID: t.ID, Valid: true},
+			CreatedBy:      u.ID,
+		})
+		check.Args(tv.ID).Asserts(t, policy.ActionRead)
+	}))
 	s.Run("GetTemplatesWithFilter", s.Subtest(func(db database.Store, check *expects) {
 		o := dbgen.Organization(s.T(), db, database.Organization{})
 		u := dbgen.User(s.T(), db, database.User{})
diff --git a/coderd/database/dbmetrics/querymetrics.go b/coderd/database/dbmetrics/querymetrics.go
index e0606f9e40665..cc852113d0af0 100644
--- a/coderd/database/dbmetrics/querymetrics.go
+++ b/coderd/database/dbmetrics/querymetrics.go
@@ -1538,6 +1538,13 @@ func (m queryMetricsStore) GetTemplateVersionByTemplateIDAndName(ctx context.Con
 	return version, err
 }
 
+func (m queryMetricsStore) GetTemplateVersionHasAITask(ctx context.Context, id uuid.UUID) (bool, error) {
+	start := time.Now()
+	r0, r1 := m.s.GetTemplateVersionHasAITask(ctx, id)
+	m.queryLatencies.WithLabelValues("GetTemplateVersionHasAITask").Observe(time.Since(start).Seconds())
+	return r0, r1
+}
+
 func (m queryMetricsStore) GetTemplateVersionParameters(ctx context.Context, templateVersionID uuid.UUID) ([]database.TemplateVersionParameter, error) {
 	start := time.Now()
 	parameters, err := m.s.GetTemplateVersionParameters(ctx, templateVersionID)
diff --git a/coderd/database/dbmock/dbmock.go b/coderd/database/dbmock/dbmock.go
index 22807f0e3569d..24f57ffffb6f8 100644
--- a/coderd/database/dbmock/dbmock.go
+++ b/coderd/database/dbmock/dbmock.go
@@ -3271,6 +3271,21 @@ func (mr *MockStoreMockRecorder) GetTemplateVersionByTemplateIDAndName(ctx, arg
 	return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetTemplateVersionByTemplateIDAndName", reflect.TypeOf((*MockStore)(nil).GetTemplateVersionByTemplateIDAndName), ctx, arg)
 }
 
+// GetTemplateVersionHasAITask mocks base method.
+func (m *MockStore) GetTemplateVersionHasAITask(ctx context.Context, id uuid.UUID) (bool, error) {
+	m.ctrl.T.Helper()
+	ret := m.ctrl.Call(m, "GetTemplateVersionHasAITask", ctx, id)
+	ret0, _ := ret[0].(bool)
+	ret1, _ := ret[1].(error)
+	return ret0, ret1
+}
+
+// GetTemplateVersionHasAITask indicates an expected call of GetTemplateVersionHasAITask.
+func (mr *MockStoreMockRecorder) GetTemplateVersionHasAITask(ctx, id any) *gomock.Call {
+	mr.mock.ctrl.T.Helper()
+	return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetTemplateVersionHasAITask", reflect.TypeOf((*MockStore)(nil).GetTemplateVersionHasAITask), ctx, id)
+}
+
 // GetTemplateVersionParameters mocks base method.
 func (m *MockStore) GetTemplateVersionParameters(ctx context.Context, templateVersionID uuid.UUID) ([]database.TemplateVersionParameter, error) {
 	m.ctrl.T.Helper()
diff --git a/coderd/database/querier.go b/coderd/database/querier.go
index a0f265e9658ce..fe81863d72ac0 100644
--- a/coderd/database/querier.go
+++ b/coderd/database/querier.go
@@ -355,6 +355,7 @@ type sqlcQuerier interface {
 	GetTemplateVersionByID(ctx context.Context, id uuid.UUID) (TemplateVersion, error)
 	GetTemplateVersionByJobID(ctx context.Context, jobID uuid.UUID) (TemplateVersion, error)
 	GetTemplateVersionByTemplateIDAndName(ctx context.Context, arg GetTemplateVersionByTemplateIDAndNameParams) (TemplateVersion, error)
+	GetTemplateVersionHasAITask(ctx context.Context, id uuid.UUID) (bool, error)
 	GetTemplateVersionParameters(ctx context.Context, templateVersionID uuid.UUID) ([]TemplateVersionParameter, error)
 	GetTemplateVersionTerraformValues(ctx context.Context, templateVersionID uuid.UUID) (TemplateVersionTerraformValue, error)
 	GetTemplateVersionVariables(ctx context.Context, templateVersionID uuid.UUID) ([]TemplateVersionVariable, error)
diff --git a/coderd/database/queries.sql.go b/coderd/database/queries.sql.go
index 74cefd09359b0..c03e028a7a4e6 100644
--- a/coderd/database/queries.sql.go
+++ b/coderd/database/queries.sql.go
@@ -12870,6 +12870,21 @@ func (q *sqlQuerier) GetTemplateVersionByTemplateIDAndName(ctx context.Context,
 	return i, err
 }
 
+const getTemplateVersionHasAITask = `-- name: GetTemplateVersionHasAITask :one
+SELECT EXISTS (
+	SELECT 1
+	FROM template_versions
+	WHERE id = $1 AND has_ai_task = TRUE
+)
+`
+
+func (q *sqlQuerier) GetTemplateVersionHasAITask(ctx context.Context, id uuid.UUID) (bool, error) {
+	row := q.db.QueryRowContext(ctx, getTemplateVersionHasAITask, id)
+	var exists bool
+	err := row.Scan(&exists)
+	return exists, err
+}
+
 const getTemplateVersionsByIDs = `-- name: GetTemplateVersionsByIDs :many
 SELECT
 	id, template_id, organization_id, created_at, updated_at, name, readme, job_id, created_by, external_auth_providers, message, archived, source_example_id, has_ai_task, created_by_avatar_url, created_by_username, created_by_name
diff --git a/coderd/database/queries/templateversions.sql b/coderd/database/queries/templateversions.sql
index 5cf59fab30272..97fb6bd9ecc08 100644
--- a/coderd/database/queries/templateversions.sql
+++ b/coderd/database/queries/templateversions.sql
@@ -234,3 +234,10 @@ FROM
 WHERE
 	template_versions.id IN (archived_versions.id)
 RETURNING template_versions.id;
+
+-- name: GetTemplateVersionHasAITask :one
+SELECT EXISTS (
+	SELECT 1
+	FROM template_versions
+	WHERE id = $1 AND has_ai_task = TRUE
+);
diff --git a/codersdk/aitasks.go b/codersdk/aitasks.go
index 89ca9c948f272..49d89bf5e2656 100644
--- a/codersdk/aitasks.go
+++ b/codersdk/aitasks.go
@@ -3,6 +3,7 @@ package codersdk
 import (
 	"context"
 	"encoding/json"
+	"fmt"
 	"net/http"
 	"strings"
 
@@ -44,3 +45,29 @@ func (c *ExperimentalClient) AITaskPrompts(ctx context.Context, buildIDs []uuid.
 	var prompts AITasksPromptsResponse
 	return prompts, json.NewDecoder(res.Body).Decode(&prompts)
 }
+
+type CreateTaskRequest struct {
+	Name                    string    `json:"name"`
+	TemplateVersionID       uuid.UUID `json:"template_version_id" format:"uuid"`
+	TemplateVersionPresetID uuid.UUID `json:"template_version_preset_id,omitempty" format:"uuid"`
+	Prompt                  string    `json:"prompt"`
+}
+
+func (c *ExperimentalClient) CreateTask(ctx context.Context, user string, request CreateTaskRequest) (Workspace, error) {
+	res, err := c.Request(ctx, http.MethodPost, fmt.Sprintf("/api/experimental/tasks/%s", user), request)
+	if err != nil {
+		return Workspace{}, err
+	}
+	defer res.Body.Close()
+
+	if res.StatusCode != http.StatusCreated {
+		return Workspace{}, ReadBodyAsError(res)
+	}
+
+	var workspace Workspace
+	if err := json.NewDecoder(res.Body).Decode(&workspace); err != nil {
+		return Workspace{}, err
+	}
+
+	return workspace, nil
+}
diff --git a/site/src/api/api.ts b/site/src/api/api.ts
index 2b21ddf1e8a08..b9d5f06924519 100644
--- a/site/src/api/api.ts
+++ b/site/src/api/api.ts
@@ -2665,6 +2665,18 @@ class ExperimentalApiMethods {
 
 		return response.data;
 	};
+
+	createTask = async (
+		user: string,
+		req: TypesGen.CreateTaskRequest,
+	): Promise<TypesGen.Workspace> => {
+		const response = await this.axios.post<TypesGen.Workspace>(
+			`/api/experimental/tasks/${user}`,
+			req,
+		);
+
+		return response.data;
+	};
 }
 
 // This is a hard coded CSRF token/cookie pair for local development. In prod,
diff --git a/site/src/api/typesGenerated.ts b/site/src/api/typesGenerated.ts
index 52fdb1d6effc4..6f5ab307a2fa8 100644
--- a/site/src/api/typesGenerated.ts
+++ b/site/src/api/typesGenerated.ts
@@ -476,6 +476,14 @@ export interface CreateProvisionerKeyResponse {
 	readonly key: string;
 }
 
+// From codersdk/aitasks.go
+export interface CreateTaskRequest {
+	readonly name: string;
+	readonly template_version_id: string;
+	readonly template_version_preset_id?: string;
+	readonly prompt: string;
+}
+
 // From codersdk/organizations.go
 export interface CreateTemplateRequest {
 	readonly name: string;
diff --git a/site/src/pages/TasksPage/TasksPage.tsx b/site/src/pages/TasksPage/TasksPage.tsx
index ce6ddea380046..2f6405e796134 100644
--- a/site/src/pages/TasksPage/TasksPage.tsx
+++ b/site/src/pages/TasksPage/TasksPage.tsx
@@ -741,13 +741,11 @@ export const data = {
 			}
 		}
 
-		const workspace = await API.createWorkspace(userId, {
+		const workspace = await API.experimental.createTask(userId, {
 			name: `task-${generateWorkspaceName()}`,
 			template_version_id: templateVersionId,
 			template_version_preset_id: preset_id || undefined,
-			rich_parameter_values: [
-				{ name: AI_PROMPT_PARAMETER_NAME, value: prompt },
-			],
+			prompt,
 		});
 
 		return {