diff --git a/apps/web/src/app/(private)/projects/[projectId]/versions/[commitUuid]/runs/_components/RunsPage.tsx b/apps/web/src/app/(private)/projects/[projectId]/versions/[commitUuid]/runs/_components/RunsPage.tsx
index 6dd9da0189..0701587883 100644
--- a/apps/web/src/app/(private)/projects/[projectId]/versions/[commitUuid]/runs/_components/RunsPage.tsx
+++ b/apps/web/src/app/(private)/projects/[projectId]/versions/[commitUuid]/runs/_components/RunsPage.tsx
@@ -29,6 +29,7 @@ import {
   AppLocalStorage,
   useLocalStorage,
 } from '@latitude-data/web-ui/hooks/useLocalStorage'
+import { IssuesOverviewCard } from './IssuesOverviewCard'
 
 function sumCounts(
   counts: Record<LogSources, number> | undefined,
@@ -284,6 +285,7 @@ export function RunsPage({
             />
           ) : (
             <div className='w-full h-full flex flex-col gap-6 p-6 overflow-hidden relative'>
+              <IssuesOverviewCard />
               <div className='w-full h-full flex items-center justify-center gap-2 py-9 px-6 border border-border border-dashed rounded-xl'>
                 <Text.H5 color='foregroundMuted'>No run selected</Text.H5>
               </div>
diff --git a/apps/web/src/app/api/projects/[projectId]/issues/overview/route.ts b/apps/web/src/app/api/projects/[projectId]/issues/overview/route.ts
new file mode 100644
index 0000000000..da64b0a32b
--- /dev/null
+++ b/apps/web/src/app/api/projects/[projectId]/issues/overview/route.ts
@@ -0,0 +1,41 @@
+import { z } from 'zod'
+import { authHandler } from '$/middlewares/authHandler'
+import { errorHandler } from '$/middlewares/errorHandler'
+import { ProjectsRepository } from '@latitude-data/core/repositories'
+import { Workspace } from '@latitude-data/core/schema/models/types/Workspace'
+import { NextRequest, NextResponse } from 'next/server'
+import { annotatedResultStatsByProject } from '@latitude-data/core/data-access/issues/annotatedResultStatsByProject'
+
+const paramsSchema = z.object({
+  projectId: z.coerce.number(),
+})
+
+export type IssuesOverviewResponse = Awaited<
+  ReturnType<typeof annotatedResultStatsByProject>
+>
+
+export const GET = errorHandler(
+  authHandler(
+    async (
+      _request: NextRequest,
+      {
+        params,
+        workspace,
+      }: {
+        params: {
+          projectId: string
+        }
+        workspace: Workspace
+      },
+    ) => {
+      const { projectId } = paramsSchema.parse({
+        projectId: params.projectId,
+      })
+      const projectsRepo = new ProjectsRepository(workspace.id)
+      const project = await projectsRepo.find(projectId).then((r) => r.unwrap())
+      const stats = await annotatedResultStatsByProject({ project })
+
+      return NextResponse.json(stats, { status: 200 })
+    },
+  ),
+)
diff --git a/apps/web/src/components/IssuesOverviewCard/index.tsx b/apps/web/src/components/IssuesOverviewCard/index.tsx
new file mode 100644
index 0000000000..bfcd20f4ef
--- /dev/null
+++ b/apps/web/src/components/IssuesOverviewCard/index.tsx
@@ -0,0 +1,57 @@
+'use client'
+
+import { Text } from '@latitude-data/web-ui/atoms/Text'
+import { Icon } from '@latitude-data/web-ui/atoms/Icons'
+import { useCurrentProject } from '$/app/providers/ProjectProvider'
+import { useIssuesOverview } from './issuesOverviewStore'
+
+export function IssuesOverviewCard() {
+  const { project } = useCurrentProject()
+  const { data, isLoading } = useIssuesOverview({ projectId: project.id })
+  // TODO: Implement
+  const progress = isLoading ? 0 : 0
+
+  return (
+    <div className='w-full p-6 border border-border rounded-xl bg-background'>
+      <div className='flex items-start justify-between mb-6'>
+        <div>
+          <Text.H4>Issues overview is now available!</Text.H4>
+          <Text.H6 color='foregroundMuted'>
+            Keep annotating to discover more issues.
+          </Text.H6>
+        </div>
+      </div>
+
+      <div className='flex items-center gap-4'>
+        <div className='flex-1 relative'>
+          {/* Background bar */}
+          <div className='h-2 w-full bg-muted rounded-full overflow-hidden'>
+            {/* Progress bar */}
+            <div
+              className='h-full bg-primary transition-all duration-300'
+              style={{ width: `${Math.min(progress, 100)}%` }}
+            />
+          </div>
+        </div>
+
+        {/* Lightbulb icon */}
+        <div className='flex-shrink-0 w-10 h-10 rounded-full bg-yellow-100 dark:bg-yellow-900/30 flex items-center justify-center relative'>
+          <div className='absolute -top-1 left-1/2 -translate-x-1/2 text-yellow-500'>
+            <Icon name='sparkles' className='w-3 h-3' />
+          </div>
+          <Icon name='lightBulb' className='text-yellow-500 w-5 h-5' />
+        </div>
+
+        <div className='flex-1 h-2 bg-muted rounded-full' />
+      </div>
+
+      <div className='flex items-center justify-between mt-3'>
+        <div className='flex items-center gap-2'>
+          <Text.H6 color='foregroundMuted'>Insight discovery ·</Text.H6>
+          <Text.H6>{data.issuesWithAnnotations}</Text.H6>
+        </div>
+        <Text.H6 color='foregroundMuted'>{data.totalAnnotations}</Text.H6>
+      </div>
+    </div>
+  )
+}
diff --git a/apps/web/src/components/IssuesOverviewCard/issuesOverviewStore.ts b/apps/web/src/components/IssuesOverviewCard/issuesOverviewStore.ts
new file mode 100644
index 0000000000..7c4ca031a1
--- /dev/null
+++ b/apps/web/src/components/IssuesOverviewCard/issuesOverviewStore.ts
@@ -0,0 +1,36 @@
+import { IssuesOverviewResponse } from '$/app/api/projects/[projectId]/issues/overview/route'
+import useFetcher from '$/hooks/useFetcher'
+import { ROUTES } from '$/services/routes'
+import { useMemo } from 'react'
+import useSWR, { SWRConfiguration } from 'swr'
+
+const EMPTY_OVERVIEW: IssuesOverviewResponse = {
+  issuesCount: 0,
+  annotatedCount: 0,
+}
+export function useIssuesOverview(
+  {
+    projectId,
+  }: {
+    projectId: number
+  },
+  swrConfig?: SWRConfiguration<IssuesOverviewResponse, any>,
+) {
+  const route = ROUTES.api.projects.detail(projectId).issues.overview.root
+  const fetcher = useFetcher<IssuesOverviewResponse, IssuesOverviewResponse>(
+    route,
+  )
+  const { data = EMPTY_OVERVIEW, isLoading } = useSWR<IssuesOverviewResponse>(
+    ['issues-overview', projectId],
+    fetcher,
+    swrConfig,
+  )
+
+  return useMemo(
+    () => ({
+      data,
+      isLoading,
+    }),
+    [data, isLoading],
+  )
+}
diff --git a/apps/web/src/services/routes/api.ts b/apps/web/src/services/routes/api.ts
index 1b40a89c55..bccc4e5eb0 100644
--- a/apps/web/src/services/routes/api.ts
+++ b/apps/web/src/services/routes/api.ts
@@ -121,6 +121,11 @@ export const API_ROUTES = {
         stats: {
           root: `${projectRoot}/stats`,
         },
+        issues: {
+          overview: {
+            root: `${projectRoot}/issues/overview`,
+          },
+        },
         commits: {
           root: `${projectRoot}/commits`,
           detail: (commitUuid: string) => ({
diff --git a/packages/constants/src/issues/constants.ts b/packages/constants/src/issues/constants.ts
index 94f1c3a7d3..227e19ee3e 100644
--- a/packages/constants/src/issues/constants.ts
+++ b/packages/constants/src/issues/constants.ts
@@ -97,3 +97,7 @@ export const ISSUE_JOBS_MAX_ATTEMPTS = 3
 export const ISSUE_JOBS_GENERATE_DETAILS_THROTTLE = 6 * 60 * 60 * 1000 // 6 hours
 export const ISSUE_JOBS_MERGE_COMMON_THROTTLE = 24 * 60 * 60 * 1000 // 1 day
 export const ISSUE_JOBS_DISCOVER_RESULT_DELAY = 60 * 1000 // 1 minute
+
+// This is the minimum number of manually annotated evaluation results required
+// for automatic issue creation to be enabled for a project.
+export const MINIMUM_ANNOTATED_THRESHOLD = 10
diff --git a/packages/core/src/data-access/issues/annotatedResultStatsByProject.ts b/packages/core/src/data-access/issues/annotatedResultStatsByProject.ts
new file mode 100644
index 0000000000..26c1cc4a53
--- /dev/null
+++ b/packages/core/src/data-access/issues/annotatedResultStatsByProject.ts
@@ -0,0 +1,22 @@
+import {
+  EvaluationResultsV2Repository,
+  IssuesRepository,
+} from '../../repositories'
+import { Project } from '../../schema/models/types/Project'
+
+export async function annotatedResultStatsByProject({
+  project,
+}: {
+  project: Project
+}) {
+  const issuesRepo = new IssuesRepository(project.workspaceId)
+  const evalResultRepo = new EvaluationResultsV2Repository(project.workspaceId)
+  const issuesCount = await issuesRepo.countByProject({ project })
+  const annotatedCount =
+    await evalResultRepo.failedManuallyAnnotatedCountByProject({ project })
+
+  return {
+    issuesCount,
+    annotatedCount,
+  }
+}
diff --git a/packages/core/src/repositories/evaluationResultsV2Repository.ts b/packages/core/src/repositories/evaluationResultsV2Repository.ts
index a0db303753..f8a66901ab 100644
--- a/packages/core/src/repositories/evaluationResultsV2Repository.ts
+++ b/packages/core/src/repositories/evaluationResultsV2Repository.ts
@@ -50,6 +50,7 @@ import serializeProviderLog from '../services/providerLogs/serialize'
 import { CommitsRepository } from './commitsRepository'
 import { EvaluationsV2Repository } from './evaluationsV2Repository'
 import Repository from './repositoryV2'
+import { Project } from '../schema/models/types/Project'
 
 const tt = getTableColumns(evaluationResultsV2)
 
@@ -345,14 +346,14 @@ export class EvaluationResultsV2Repository extends Repository<EvaluationResultV2
       totalTokens:
         evaluation.type === EvaluationType.Llm
           ? sql`sum((${evaluationResultsV2.metadata}->>'tokens')::bigint)`
-              .mapWith(Number)
-              .as('total_tokens')
+            .mapWith(Number)
+            .as('total_tokens')
           : sql`0`.mapWith(Number),
       totalCost:
         evaluation.type === EvaluationType.Llm
           ? sql`sum((${evaluationResultsV2.metadata}->>'cost')::bigint)`
-              .mapWith(Number)
-              .as('total_cost')
+            .mapWith(Number)
+            .as('total_cost')
           : sql`0`.mapWith(Number),
     }
 
@@ -584,6 +585,23 @@ export class EvaluationResultsV2Repository extends Repository<EvaluationResultV2
     return Result.ok<number>(result.count)
   }
 
+  async failedManuallyAnnotatedCountByProject({ project }: { project: Project }) {
+    const result = await this.db
+      .select({ count: count() })
+      .from(evaluationResultsV2)
+      .innerJoin(commits, eq(commits.id, evaluationResultsV2.commitId))
+      .where(
+        and(
+          this.scopeFilter,
+          eq(commits.projectId, project.id),
+          eq(evaluationResultsV2.hasPassed, false),
+          sql`${evaluationResultsV2.metadata}->>'reason' IS NOT NULL AND ${evaluationResultsV2.metadata}->>'reason' != ''`,
+        ),
+      )
+
+    return result[0]?.count ?? 0
+  }
+
   async selectForDocumentSuggestion({
     commitId,
     evaluationUuid,
diff --git a/packages/core/src/repositories/issuesRepository.ts b/packages/core/src/repositories/issuesRepository.ts
index 9e7d90f0df..7d52575888 100644
--- a/packages/core/src/repositories/issuesRepository.ts
+++ b/packages/core/src/repositories/issuesRepository.ts
@@ -53,6 +53,17 @@ export class IssuesRepository extends Repository<Issue> {
     return this.db.select(tt).from(issues).where(this.scopeFilter).$dynamic()
   }
 
+  async countByProject({ project }: { project: Project }) {
+    const result = await this.db
+      .select({
+        count: sql<number>`COUNT(*)::integer`,
+      })
+      .from(issues)
+      .where(and(this.scopeFilter, eq(issues.projectId, project.id)))
+
+    return result[0]?.count ?? 0
+  }
+
   async lock({ id, wait }: { id: number; wait?: boolean }) {
     // .for('no key update', { noWait: true }) is bugged in drizzle!
     // https://github.com/drizzle-team/drizzle-orm/issues/3554
@@ -224,8 +235,8 @@ export class IssuesRepository extends Repository<Issue> {
           'isResolved',
         ),
         isRegressed: sql<boolean>`(
-          ${issues.resolvedAt} IS NOT NULL 
-          AND ${issues.ignoredAt} IS NULL 
+          ${issues.resolvedAt} IS NOT NULL
+          AND ${issues.ignoredAt} IS NULL
           AND ${subquery.lastSeenDate} > ${issues.resolvedAt}
         )`.as('isRegressed'),
         isEscalating: sql<boolean>`(