airqo-platform · Baalmart · Jun 8, 2026 · May 30, 2026 · May 30, 2026 · May 30, 2026
diff --git a/k8s/docs-website/k8s-aks/airqo-docs-website/values-stage.yaml b/k8s/docs-website/k8s-aks/airqo-docs-website/values-stage.yaml
@@ -1,7 +1,7 @@
 replicaCount: 2
 image:
   repository: airqoacr.azurecr.io/airqo-stage-docs
-  tag: stage-60a6107f-1780390970
+  tag: stage-6acf7cbe-1780867781
   pullPolicy: IfNotPresent
 imagePullSecrets: []
 nameOverride: ''

diff --git a/k8s/platform/k8s-aks/airqo-platform/values-stage.yaml b/k8s/platform/k8s-aks/airqo-platform/values-stage.yaml
@@ -1,7 +1,7 @@
 replicaCount: 1
 image:
   repository: airqoacr.azurecr.io/airqo-stage-next-platform
-  tag: stage-6472f849-1780570227
+  tag: stage-67057238-1780943479
   pullPolicy: IfNotPresent
 imagePullSecrets: []
 nameOverride: ''

diff --git a/k8s/vertex/k8s-aks/airqo-vertex/values-prod.yaml b/k8s/vertex/k8s-aks/airqo-vertex/values-prod.yaml
@@ -1,7 +1,7 @@
 replicaCount: 2
 image:
   repository: airqoacr.azurecr.io/airqo-vertex
-  tag: prod-1786c96c-1780691136
+  tag: prod-a3a8f47b-1780838720
   pullPolicy: IfNotPresent
 imagePullSecrets: []
 nameOverride: ''

diff --git a/k8s/vertex/k8s-aks/airqo-vertex/values-stage.yaml b/k8s/vertex/k8s-aks/airqo-vertex/values-stage.yaml
@@ -1,7 +1,7 @@
 replicaCount: 2
 image:
   repository: airqoacr.azurecr.io/airqo-stage-vertex
-  tag: stage-d3209b04-1780831845
+  tag: stage-b98de37b-1780853334
   pullPolicy: IfNotPresent
 imagePullSecrets: []
 nameOverride: ''

diff --git a/src/docs-website/docs/api/for-cities/intro.md b/src/docs-website/docs/api/for-cities/intro.md
@@ -41,13 +41,15 @@ If a device belongs to an organisation's private Cohort, it will **not** appear
 | Historical measurements | `POST /api/v3/public/analytics/data-download` |
 | Spatial heatmap (city) | `GET /api/v2/spatial/heatmaps/{GRID_ID}?token={SECRET_TOKEN}` |
 | All available heatmaps | `GET /api/v2/spatial/heatmaps?token={SECRET_TOKEN}` |
+| Daily forecasts | `GET /api/v2/predict/daily-forecasting/?grid_id={GRID_ID}&token={SECRET_TOKEN}` |
+| Hourly forecasts | `GET /api/v2/predict/hourly-forecasting/?grid_id={GRID_ID}&token={SECRET_TOKEN}` |
 
 ---
 
 ## Finding your Grid ID
 
-- **Browse the metadata endpoints** at [docs.airqo.net/airqo-rest-api-documentation/api-endpoints/metadata](https://docs.airqo.net/airqo-rest-api-documentation/api-endpoints/metadata)
-- **Filter by location** using the `admin_level` query parameter (country, province, or city)
+- **Browse the [Metadata API](../reference/metadata.md#grid-summary-with-site-details):** call `GET /api/v2/devices/grids/summary?admin_level=city` to list all city-level grids with their site details
+- **Filter by location** using the `admin_level` query parameter (`country`, `province`, `city`, `district`)
 - **Example:** The Grid ID for Nairobi is `64b7ac8fd7249f0029feca80`
 
 ---
@@ -60,7 +62,7 @@ If a device belongs to an organisation's private Cohort, it will **not** appear
 | Spatial heatmaps | ✅ Free | Base64 PNG with boundary coordinates |
 | Historical calibrated data | ✅ Standard+ | Via Analytics API |
 | Raw sensor readings | ✅ Standard+ | Via Analytics API |
-| Air quality forecasts | ✅ Premium | Via site or device ID from your Grid |
+| Air quality forecasts | ✅ Premium | Via `grid_id` or per-site `site_id` — see [Forecast API](../forecasts/overview.md) |
 
 ---
 
@@ -79,4 +81,5 @@ City authorities already using Grid ID access:
 - [Fetch recent measurements →](./recent-measurements.md)
 - [Access historical data →](./historical-data.md)
 - [Generate spatial heatmaps →](./spatial-heatmaps.md)
+- [Get air quality forecasts →](../forecasts/overview.md)
 - [Set up your account →](../getting-started/authentication.md)
diff --git a/src/docs-website/docs/api/for-partners/intro.md b/src/docs-website/docs/api/for-partners/intro.md
@@ -33,12 +33,14 @@ At this time, Cohorts are created and configured by the AirQo team on behalf of
 
 ## Your Cohort ID endpoint structure
 
-Once you have your Cohort ID, two endpoints cover your primary data needs:
+Once you have your Cohort ID, these endpoints cover your primary data needs:
 
 | Data | Endpoint |
 |------|----------|
 | Recent measurements (last 7 days) | `GET /api/v2/devices/measurements/cohorts/{COHORT_ID}?token={SECRET_TOKEN}` |
 | Historical measurements | `POST /api/v3/public/analytics/data-download` |
+| Daily forecasts | `GET /api/v2/predict/daily-forecasting/?cohort_id={COHORT_ID}&token={SECRET_TOKEN}` |
+| Hourly forecasts | `GET /api/v2/predict/hourly-forecasting/?cohort_id={COHORT_ID}&token={SECRET_TOKEN}` |
 
 ---
 
@@ -52,7 +54,7 @@ To change the privacy setting of your Cohort, contact [support@airqo.net](mailto
 
 ## Getting your Cohort ID
 
-- **Public Cohorts:** Browse the metadata endpoints at [docs.airqo.net/airqo-rest-api-documentation/api-endpoints/metadata](https://docs.airqo.net/airqo-rest-api-documentation/api-endpoints/metadata)
+- **Public Cohorts:** Use the [Metadata API](../reference/metadata.md#list-all-public-cohorts) — call `GET /api/v2/devices/metadata/cohorts` to list all publicly visible cohorts
 - **Private Cohorts:** Contact [support@airqo.net](mailto:support@airqo.net) — your Cohort ID will be shared securely
 
 ---
@@ -64,7 +66,7 @@ To change the privacy setting of your Cohort, contact [support@airqo.net](mailto
 | Recent hourly measurements | ✅ Free | Last 7 days |
 | Historical calibrated data | ✅ Standard+ | Via Analytics API |
 | Raw sensor readings | ✅ Standard+ | Via Analytics API |
-| Air quality forecasts | ❌ | Not currently available per Cohort ID |
+| Air quality forecasts | ✅ Premium | Via `cohort_id` on the [Forecast API](../forecasts/overview.md) |
 | Spatial heatmaps | ❌ | Heatmaps use Grid ID |
 
 ---
@@ -73,4 +75,5 @@ To change the privacy setting of your Cohort, contact [support@airqo.net](mailto
 
 - [Fetch recent measurements →](./recent-measurements.md)
 - [Access historical data →](./historical-data.md)
+- [Get air quality forecasts →](../forecasts/overview.md)
 - [Set up your account →](../getting-started/authentication.md)