diff --git a/BUILD.bazel b/BUILD.bazel
index 4502daeaacb59..1f6e3030e5d0c 100644
--- a/BUILD.bazel
+++ b/BUILD.bazel
@@ -3,6 +3,7 @@
 exports_files(
   [
     "tsconfig.base.json",
+    "tsconfig.browser.json",
     "tsconfig.json",
     "package.json"
   ],
diff --git a/docs/developer/getting-started/monorepo-packages.asciidoc b/docs/developer/getting-started/monorepo-packages.asciidoc
index 969226df53cb7..02f96f304ec1e 100644
--- a/docs/developer/getting-started/monorepo-packages.asciidoc
+++ b/docs/developer/getting-started/monorepo-packages.asciidoc
@@ -64,6 +64,7 @@ yarn kbn watch-bazel
 - @elastic/datemath
 - @elastic/eslint-config-kibana
 - @elastic/safer-lodash-set
+- @kbn/analytics
 - @kbn/apm-config-loader
 - @kbn/apm-utils
 - @kbn/babel-code-parser
diff --git a/package.json b/package.json
index 471ba0d219ff7..23b5bbf0185b9 100644
--- a/package.json
+++ b/package.json
@@ -122,7 +122,7 @@
     "@hapi/podium": "^4.1.1",
     "@hapi/wreck": "^17.1.0",
     "@kbn/ace": "link:packages/kbn-ace",
-    "@kbn/analytics": "link:packages/kbn-analytics",
+    "@kbn/analytics": "link:bazel-bin/packages/kbn-analytics/npm_module",
     "@kbn/apm-config-loader": "link:bazel-bin/packages/kbn-apm-config-loader/npm_module",
     "@kbn/apm-utils": "link:bazel-bin/packages/kbn-apm-utils/npm_module",
     "@kbn/config": "link:packages/kbn-config",
diff --git a/packages/BUILD.bazel b/packages/BUILD.bazel
index 39285fb9ea66a..eb93a1055e7b7 100644
--- a/packages/BUILD.bazel
+++ b/packages/BUILD.bazel
@@ -6,6 +6,7 @@ filegroup(
       "//packages/elastic-datemath:build",
       "//packages/elastic-eslint-config-kibana:build",
       "//packages/elastic-safer-lodash-set:build",
+      "//packages/kbn-analytics:build",
       "//packages/kbn-apm-config-loader:build",
       "//packages/kbn-apm-utils:build",
       "//packages/kbn-babel-code-parser:build",
diff --git a/packages/kbn-analytics/BUILD.bazel b/packages/kbn-analytics/BUILD.bazel
new file mode 100644
index 0000000000000..a5506598baeac
--- /dev/null
+++ b/packages/kbn-analytics/BUILD.bazel
@@ -0,0 +1,124 @@
+load("@npm//@bazel/typescript:index.bzl", "ts_config", "ts_project")
+load("@build_bazel_rules_nodejs//:index.bzl", "js_library", "pkg_npm")
+
+PKG_BASE_NAME = "kbn-analytics"
+PKG_REQUIRE_NAME = "@kbn/analytics"
+
+SOURCE_FILES = glob(
+  [
+    "src/**/*.ts",
+  ],
+)
+
+SRCS = SOURCE_FILES
+
+filegroup(
+  name = "srcs",
+  srcs = SRCS,
+)
+
+NPM_MODULE_EXTRA_FILES = [
+  "package.json"
+]
+
+SRC_DEPS = [
+  "@npm//moment-timezone",
+  "@npm//tslib",
+]
+
+TYPES_DEPS = [
+  "@npm//@types/moment-timezone",
+  "@npm//@types/node",
+]
+
+DEPS = SRC_DEPS + TYPES_DEPS
+
+ts_config(
+  name = "tsconfig",
+  src = "tsconfig.json",
+  deps = [
+    "//:tsconfig.base.json",
+  ],
+)
+
+ts_config(
+  name = "tsconfig_browser",
+  src = "tsconfig.browser.json",
+  deps = [
+    "//:tsconfig.base.json",
+    "//:tsconfig.browser.json",
+  ],
+)
+
+ts_project(
+  name = "tsc",
+  args = ['--pretty'],
+  srcs = SRCS,
+  deps = DEPS,
+  declaration = True,
+  declaration_dir = "types",
+  declaration_map = True,
+  incremental = True,
+  out_dir = "node",
+  source_map = True,
+  root_dir = "src",
+  tsconfig = ":tsconfig",
+)
+
+ts_project(
+  name = "tsc_browser",
+  args = ['--pretty'],
+  srcs = SRCS,
+  deps = DEPS,
+  declaration = False,
+  incremental = True,
+  out_dir = "web",
+  source_map = True,
+  root_dir = "src",
+  tsconfig = ":tsconfig_browser",
+)
+
+filegroup(
+  name = "tsc_types",
+  srcs = [":tsc"],
+  output_group = "types",
+)
+
+filegroup(
+  name = "target_files",
+  srcs = [
+    ":tsc",
+    ":tsc_browser",
+    ":tsc_types",
+  ],
+)
+
+pkg_npm(
+  name = "target",
+  deps = [
+    ":target_files",
+  ],
+)
+
+js_library(
+  name = PKG_BASE_NAME,
+  srcs = NPM_MODULE_EXTRA_FILES,
+  deps = [":target"] + DEPS,
+  package_name = PKG_REQUIRE_NAME,
+  visibility = ["//visibility:public"],
+)
+
+pkg_npm(
+  name = "npm_module",
+  deps = [
+    ":%s" % PKG_BASE_NAME,
+  ]
+)
+
+filegroup(
+  name = "build",
+  srcs = [
+    ":npm_module",
+  ],
+  visibility = ["//visibility:public"],
+)
diff --git a/packages/kbn-analytics/babel.config.js b/packages/kbn-analytics/babel.config.js
deleted file mode 100644
index cdbc4feb60176..0000000000000
--- a/packages/kbn-analytics/babel.config.js
+++ /dev/null
@@ -1,21 +0,0 @@
-/*
- * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
- * or more contributor license agreements. Licensed under the Elastic License
- * 2.0 and the Server Side Public License, v 1; you may not use this file except
- * in compliance with, at your election, the Elastic License 2.0 or the Server
- * Side Public License, v 1.
- */
-
-// We can't use common Kibana presets here because of babel versions incompatibility
-module.exports = {
-  plugins: ['@babel/plugin-proposal-class-properties'],
-  env: {
-    web: {
-      presets: ['@kbn/babel-preset/webpack_preset'],
-    },
-    node: {
-      presets: ['@kbn/babel-preset/node_preset'],
-    },
-  },
-  ignore: ['**/*.test.ts', '**/*.test.tsx'],
-};
diff --git a/packages/kbn-analytics/package.json b/packages/kbn-analytics/package.json
index 2195de578081e..726b62e1c61b8 100644
--- a/packages/kbn-analytics/package.json
+++ b/packages/kbn-analytics/package.json
@@ -4,13 +4,8 @@
   "version": "1.0.0",
   "description": "Kibana Analytics tool",
   "main": "target/node/index.js",
-  "browser": "target/web/index.js",
   "types": "target/types/index.d.ts",
+  "browser": "target/web/index.js",
   "author": "Ahmad Bamieh <ahmadbamieh@gmail.com>",
-  "license": "SSPL-1.0 OR Elastic License 2.0",
-  "scripts": {
-    "build": "node scripts/build",
-    "kbn:bootstrap": "node scripts/build --source-maps",
-    "kbn:watch": "node scripts/build --source-maps --watch"
-  }
+  "license": "SSPL-1.0 OR Elastic License 2.0"
 }
\ No newline at end of file
diff --git a/packages/kbn-analytics/scripts/build.js b/packages/kbn-analytics/scripts/build.js
deleted file mode 100644
index b9677d6a07a88..0000000000000
--- a/packages/kbn-analytics/scripts/build.js
+++ /dev/null
@@ -1,85 +0,0 @@
-/*
- * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
- * or more contributor license agreements. Licensed under the Elastic License
- * 2.0 and the Server Side Public License, v 1; you may not use this file except
- * in compliance with, at your election, the Elastic License 2.0 or the Server
- * Side Public License, v 1.
- */
-
-const { resolve } = require('path');
-
-const del = require('del');
-const supportsColor = require('supports-color');
-const { run, withProcRunner } = require('@kbn/dev-utils');
-
-const ROOT_DIR = resolve(__dirname, '..');
-const BUILD_DIR = resolve(ROOT_DIR, 'target');
-
-const padRight = (width, str) =>
-  str.length >= width ? str : `${str}${' '.repeat(width - str.length)}`;
-
-run(
-  async ({ log, flags }) => {
-    await withProcRunner(log, async (proc) => {
-      log.info('Deleting old output');
-      await del(BUILD_DIR);
-
-      const cwd = ROOT_DIR;
-      const env = { ...process.env };
-      if (supportsColor.stdout) {
-        env.FORCE_COLOR = 'true';
-      }
-
-      log.info(`Starting babel and typescript${flags.watch ? ' in watch mode' : ''}`);
-      await Promise.all([
-        ...['web', 'node'].map((subTask) =>
-          proc.run(padRight(10, `babel:${subTask}`), {
-            cmd: 'babel',
-            args: [
-              'src',
-              '--config-file',
-              require.resolve('../babel.config.js'),
-              '--out-dir',
-              resolve(BUILD_DIR, subTask),
-              '--extensions',
-              '.ts,.js,.tsx',
-              ...(flags.watch ? ['--watch'] : ['--quiet']),
-              ...(!flags['source-maps'] || !!process.env.CODE_COVERAGE
-                ? []
-                : ['--source-maps', 'inline']),
-            ],
-            wait: true,
-            env: {
-              ...env,
-              BABEL_ENV: subTask,
-            },
-            cwd,
-          })
-        ),
-
-        proc.run(padRight(10, 'tsc'), {
-          cmd: 'tsc',
-          args: [
-            ...(flags.watch ? ['--watch', '--preserveWatchOutput', 'true'] : []),
-            ...(flags['source-maps'] ? ['--declarationMap', 'true'] : []),
-          ],
-          wait: true,
-          env,
-          cwd,
-        }),
-      ]);
-
-      log.success('Complete');
-    });
-  },
-  {
-    description: 'Simple build tool for @kbn/analytics package',
-    flags: {
-      boolean: ['watch', 'source-maps'],
-      help: `
-        --watch            Run in watch mode
-        --source-maps      Include sourcemaps
-      `,
-    },
-  }
-);
diff --git a/packages/kbn-analytics/tsconfig.browser.json b/packages/kbn-analytics/tsconfig.browser.json
new file mode 100644
index 0000000000000..12f70b77008e7
--- /dev/null
+++ b/packages/kbn-analytics/tsconfig.browser.json
@@ -0,0 +1,18 @@
+{
+  "extends": "../../tsconfig.browser.json",
+  "compilerOptions": {
+    "incremental": true,
+    "outDir": "./target/web",
+    "stripInternal": true,
+    "declaration": false,
+    "isolatedModules": true,
+    "sourceMap": true,
+    "sourceRoot": "../../../../../packages/kbn-analytics/src",
+    "types": [
+      "node"
+    ]
+  },
+  "include": [
+    "src/**/*"
+  ]
+}
diff --git a/packages/kbn-analytics/tsconfig.json b/packages/kbn-analytics/tsconfig.json
index 80a2255d71805..165a8b695db57 100644
--- a/packages/kbn-analytics/tsconfig.json
+++ b/packages/kbn-analytics/tsconfig.json
@@ -1,10 +1,10 @@
 {
   "extends": "../../tsconfig.base.json",
   "compilerOptions": {
-    "incremental": false,
-    "outDir": "./target/types",
+    "incremental": true,
+    "declarationDir": "./target/types",
+    "outDir": "./target/node",
     "stripInternal": true,
-    "emitDeclarationOnly": true,
     "declaration": true,
     "declarationMap": true,
     "isolatedModules": true,
diff --git a/packages/kbn-ui-shared-deps/package.json b/packages/kbn-ui-shared-deps/package.json
index 8b08f64ba0f62..54d983bf1bf44 100644
--- a/packages/kbn-ui-shared-deps/package.json
+++ b/packages/kbn-ui-shared-deps/package.json
@@ -9,7 +9,6 @@
     "kbn:watch": "node scripts/build --dev --watch"
   },
   "dependencies": {
-    "@kbn/analytics": "link:../kbn-analytics",
     "@kbn/i18n": "link:../kbn-i18n",
     "@kbn/monaco": "link:../kbn-monaco"
   }
diff --git a/yarn.lock b/yarn.lock
index 3db65a2ce4fdd..c4fedb54163ab 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -2587,7 +2587,7 @@
   version "0.0.0"
   uid ""
 
-"@kbn/analytics@link:packages/kbn-analytics":
+"@kbn/analytics@link:bazel-bin/packages/kbn-analytics/npm_module":
   version "0.0.0"
   uid ""