diff --git a/services/libs/tinybird/datasources/org_page_activities_timeseries_copy_ds.datasource b/services/libs/tinybird/datasources/org_page_activities_timeseries_copy_ds.datasource
new file mode 100644
index 0000000000..592a7af102
--- /dev/null
+++ b/services/libs/tinybird/datasources/org_page_activities_timeseries_copy_ds.datasource
@@ -0,0 +1,14 @@
+DESCRIPTION >
+    Precomputed yearly activity counts per organization for the org page. Rebuilt nightly by org_page_activities_timeseries_copy_pipe.
+    One row per (organizationId, startDate). Used by org_page_activities_timeseries.pipe for cheap request-time lookups.
+
+SCHEMA >
+    `organizationId` String,
+    `startDate` Date,
+    `endDate` Date,
+    `activityCount` UInt64,
+    `computedAt` DateTime
+
+ENGINE ReplacingMergeTree
+ENGINE_SORTING_KEY organizationId, startDate
+ENGINE_VER computedAt
diff --git a/services/libs/tinybird/datasources/org_page_contributors_timeseries_copy_ds.datasource b/services/libs/tinybird/datasources/org_page_contributors_timeseries_copy_ds.datasource
new file mode 100644
index 0000000000..61641f00b5
--- /dev/null
+++ b/services/libs/tinybird/datasources/org_page_contributors_timeseries_copy_ds.datasource
@@ -0,0 +1,14 @@
+DESCRIPTION >
+    Precomputed yearly unique contributor counts per organization for the org page. Rebuilt nightly by org_page_contributors_timeseries_copy_pipe.
+    One row per (organizationId, startDate). Used by org_page_contributors_timeseries.pipe for cheap request-time lookups.
+
+SCHEMA >
+    `organizationId` String,
+    `startDate` Date,
+    `endDate` Date,
+    `contributorCount` UInt64,
+    `computedAt` DateTime
+
+ENGINE ReplacingMergeTree
+ENGINE_SORTING_KEY organizationId, startDate
+ENGINE_VER computedAt
diff --git a/services/libs/tinybird/datasources/org_page_kpis_copy_ds.datasource b/services/libs/tinybird/datasources/org_page_kpis_copy_ds.datasource
new file mode 100644
index 0000000000..177731c6dc
--- /dev/null
+++ b/services/libs/tinybird/datasources/org_page_kpis_copy_ds.datasource
@@ -0,0 +1,15 @@
+DESCRIPTION >
+    Precomputed organization-level KPIs for the org page. Rebuilt nightly by org_page_kpis_copy_pipe.
+    One row per organizationId. Used by org_page_kpis.pipe for cheap request-time lookups.
+
+SCHEMA >
+    `organizationId` String,
+    `activeContributors` UInt64,
+    `activeContributorsPrevious` UInt64,
+    `maintainerRoles` UInt64,
+    `criticalProjects` UInt64,
+    `computedAt` DateTime
+
+ENGINE ReplacingMergeTree
+ENGINE_SORTING_KEY organizationId
+ENGINE_VER computedAt
diff --git a/services/libs/tinybird/datasources/org_page_projects_copy_ds.datasource b/services/libs/tinybird/datasources/org_page_projects_copy_ds.datasource
new file mode 100644
index 0000000000..8ac6529e0a
--- /dev/null
+++ b/services/libs/tinybird/datasources/org_page_projects_copy_ds.datasource
@@ -0,0 +1,25 @@
+DESCRIPTION >
+    Precomputed per-org per-project metrics for the org page. Rebuilt nightly by org_page_projects_copy_pipe.
+    One row per (organizationId, segmentId). Used by org_page_projects.pipe.
+
+SCHEMA >
+    `organizationId` String,
+    `segmentId` String,
+    `projectSlug` String,
+    `projectName` String,
+    `projectLogo` String,
+    `activityCount` UInt64,
+    `contributorCount` UInt64,
+    `maintainersCount` UInt64,
+    `totalContributors` UInt64,
+    `orgContributors` UInt64,
+    `totalCommits` UInt64,
+    `orgCommits` UInt64,
+    `totalPrsOpened` UInt64,
+    `orgPrsOpened` UInt64,
+    `technicalScore` Float64,
+    `computedAt` DateTime
+
+ENGINE ReplacingMergeTree
+ENGINE_SORTING_KEY organizationId, segmentId
+ENGINE_VER computedAt
diff --git a/services/libs/tinybird/pipes/org_page_activities_timeseries.pipe b/services/libs/tinybird/pipes/org_page_activities_timeseries.pipe
new file mode 100644
index 0000000000..45e8644268
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_activities_timeseries.pipe
@@ -0,0 +1,18 @@
+DESCRIPTION >
+    Activity timeseries for a given organization, bucketed by year (all-time).
+
+TAGS "Organization page"
+
+NODE org_slug_lookup
+SQL >
+    %
+    SELECT id
+    FROM organizations_populated_slug
+    WHERE slug = {{ String(orgSlug, '', description="Organization slug", required=True) }}
+
+NODE org_page_activities_timeseries_data
+SQL >
+    SELECT startDate, endDate, activityCount
+    FROM org_page_activities_timeseries_copy_ds FINAL
+    WHERE organizationId = (SELECT id FROM org_slug_lookup)
+    ORDER BY startDate
diff --git a/services/libs/tinybird/pipes/org_page_activities_timeseries_copy_pipe.pipe b/services/libs/tinybird/pipes/org_page_activities_timeseries_copy_pipe.pipe
new file mode 100644
index 0000000000..ec4fb4c61a
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_activities_timeseries_copy_pipe.pipe
@@ -0,0 +1,22 @@
+DESCRIPTION >
+    Nightly copy pipe that precomputes yearly activity counts per organization for the org page.
+    Writes one row per (organizationId, startDate) into org_page_activities_timeseries_copy_ds.
+
+TAGS "Organization page"
+
+NODE org_page_activities_timeseries_copy_pipe_data
+SQL >
+    SELECT
+        organizationId,
+        toStartOfYear(timestamp) AS startDate,
+        toDate(toStartOfYear(timestamp) + INTERVAL 1 YEAR - INTERVAL 1 DAY) AS endDate,
+        count() AS activityCount,
+        now() AS computedAt
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE organizationId != '' AND timestamp >= '2016-01-01'
+    GROUP BY organizationId, startDate, endDate
+
+TYPE COPY
+TARGET_DATASOURCE org_page_activities_timeseries_copy_ds
+COPY_MODE replace
+COPY_SCHEDULE 30 1 * * *
diff --git a/services/libs/tinybird/pipes/org_page_contributors.pipe b/services/libs/tinybird/pipes/org_page_contributors.pipe
new file mode 100644
index 0000000000..672816bbcc
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_contributors.pipe
@@ -0,0 +1,74 @@
+DESCRIPTION >
+    Top contributors for a given organization leaderboard.
+    Returns members sorted by contribution count within the specified date range.
+
+TAGS "Organization page"
+
+NODE org_slug_lookup
+SQL >
+    %
+    SELECT id
+    FROM organizations_populated_slug
+    WHERE slug = {{ String(orgSlug, '', description="Organization slug", required=True) }}
+
+NODE org_page_contributors_activity_aggregates
+SQL >
+    %
+    {% if Boolean(count, false) %}
+        SELECT count(distinct memberId)
+        FROM activityRelations_deduplicated_cleaned_bucket_union
+        WHERE
+            organizationId = (SELECT id FROM org_slug_lookup)
+            {% if defined(startDate) %}
+                AND timestamp
+                >= {{ DateTime(startDate, description="Filter activity timestamp after") }}
+            {% end %}
+            {% if defined(endDate) %}
+                AND timestamp < {{ DateTime(endDate, description="Filter activity timestamp before") }}
+            {% end %}
+    {% else %}
+        SELECT
+            memberId,
+            count() as "contributionCount",
+            ROUND(COUNT(*) * 100.0 / SUM(COUNT(*)) OVER (), 2) as "contributionPercentage"
+        FROM activityRelations_deduplicated_cleaned_bucket_union
+        WHERE
+            organizationId = (SELECT id FROM org_slug_lookup)
+            {% if defined(startDate) %}
+                AND timestamp
+                >= {{ DateTime(startDate, description="Filter activity timestamp after") }}
+            {% end %}
+            {% if defined(endDate) %}
+                AND timestamp < {{ DateTime(endDate, description="Filter activity timestamp before") }}
+            {% end %}
+        GROUP BY memberId
+        ORDER BY contributionCount DESC, memberId DESC
+        LIMIT {{ Int32(limit, 10) }}
+        OFFSET {{ Int32(offset, 0) }}
+    {% end %}
+
+NODE org_page_contributors_leaderboard
+SQL >
+    %
+    {% if Boolean(count, false) %}
+        SELECT count(distinct memberId) as count
+        FROM activityRelations_deduplicated_cleaned_bucket_union
+        WHERE
+            organizationId = (SELECT id FROM org_slug_lookup)
+            {% if defined(startDate) %} AND timestamp >= {{ DateTime(startDate) }} {% end %}
+            {% if defined(endDate) %} AND timestamp < {{ DateTime(endDate) }} {% end %}
+    {% else %}
+        SELECT
+            m.id,
+            m.avatar,
+            m.displayName,
+            m.githubHandleArray,
+            agg.contributionCount,
+            agg.contributionPercentage,
+            mr.roles
+        FROM members_sorted AS m ANY
+        INNER JOIN org_page_contributors_activity_aggregates agg ON agg.memberId = m.id
+        LEFT JOIN member_roles mr ON mr.memberId = m.id
+        WHERE m.id IN (SELECT memberId FROM org_page_contributors_activity_aggregates)
+        ORDER BY agg.contributionCount DESC
+    {% end %}
diff --git a/services/libs/tinybird/pipes/org_page_contributors_timeseries.pipe b/services/libs/tinybird/pipes/org_page_contributors_timeseries.pipe
new file mode 100644
index 0000000000..684edb208d
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_contributors_timeseries.pipe
@@ -0,0 +1,18 @@
+DESCRIPTION >
+    Contributor count timeseries for a given organization, bucketed by year (all-time).
+
+TAGS "Organization page"
+
+NODE org_slug_lookup
+SQL >
+    %
+    SELECT id
+    FROM organizations_populated_slug
+    WHERE slug = {{ String(orgSlug, '', description="Organization slug", required=True) }}
+
+NODE org_page_contributors_timeseries_data
+SQL >
+    SELECT startDate, endDate, contributorCount
+    FROM org_page_contributors_timeseries_copy_ds FINAL
+    WHERE organizationId = (SELECT id FROM org_slug_lookup)
+    ORDER BY startDate
diff --git a/services/libs/tinybird/pipes/org_page_contributors_timeseries_copy_pipe.pipe b/services/libs/tinybird/pipes/org_page_contributors_timeseries_copy_pipe.pipe
new file mode 100644
index 0000000000..2d594cc229
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_contributors_timeseries_copy_pipe.pipe
@@ -0,0 +1,22 @@
+DESCRIPTION >
+    Nightly copy pipe that precomputes yearly unique contributor counts per organization for the org page.
+    Writes one row per (organizationId, startDate) into org_page_contributors_timeseries_copy_ds.
+
+TAGS "Organization page"
+
+NODE org_page_contributors_timeseries_copy_pipe_data
+SQL >
+    SELECT
+        organizationId,
+        toStartOfYear(timestamp) AS startDate,
+        toDate(toStartOfYear(timestamp) + INTERVAL 1 YEAR - INTERVAL 1 DAY) AS endDate,
+        uniq(memberId) AS contributorCount,
+        now() AS computedAt
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE organizationId != '' AND timestamp >= '2016-01-01'
+    GROUP BY organizationId, startDate, endDate
+
+TYPE COPY
+TARGET_DATASOURCE org_page_contributors_timeseries_copy_ds
+COPY_MODE replace
+COPY_SCHEDULE 45 1 * * *
diff --git a/services/libs/tinybird/pipes/org_page_kpis.pipe b/services/libs/tinybird/pipes/org_page_kpis.pipe
new file mode 100644
index 0000000000..b28bdb973b
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_kpis.pipe
@@ -0,0 +1,34 @@
+DESCRIPTION >
+    Returns KPIs for a given organization from the precomputed org_page_kpis_copy_ds.
+    Includes trend calculations comparing current to previous 365-day period.
+
+TAGS "Organization page"
+
+NODE org_slug_lookup
+SQL >
+    %
+    SELECT id
+    FROM organizations_populated_slug
+    WHERE slug = {{ String(orgSlug, '', description="Organization slug", required=True) }}
+
+NODE org_page_kpis_main
+SQL >
+    SELECT
+        activeContributors,
+        if(
+            activeContributorsPrevious = 0,
+            0,
+            round(
+                (toInt64(activeContributors) - toInt64(activeContributorsPrevious))
+                / activeContributorsPrevious
+                * 100,
+                1
+            )
+        ) AS activeContributorsTrend,
+        toInt64(activeContributors)
+        - toInt64(activeContributorsPrevious) AS activeContributorsTrendAbsolute,
+        activeContributorsPrevious AS activeContributorsTrendPrevious,
+        maintainerRoles,
+        criticalProjects
+    FROM org_page_kpis_copy_ds FINAL
+    WHERE organizationId = (SELECT id FROM org_slug_lookup)
diff --git a/services/libs/tinybird/pipes/org_page_kpis_copy_pipe.pipe b/services/libs/tinybird/pipes/org_page_kpis_copy_pipe.pipe
new file mode 100644
index 0000000000..2424dcf6a2
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_kpis_copy_pipe.pipe
@@ -0,0 +1,84 @@
+DESCRIPTION >
+    Nightly copy pipe that precomputes org-level KPIs for the org page.
+    Writes one row per organizationId into org_page_kpis_copy_ds.
+
+TAGS "Organization page"
+
+NODE org_page_kpis_current_contributors
+DESCRIPTION >
+    Active contributors per org in the last 365 days
+
+SQL >
+    SELECT organizationId, uniq(memberId) AS activeContributors
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE
+        organizationId != ''
+        AND timestamp >= toStartOfDay(now() - toIntervalDay(365))
+        AND timestamp < toStartOfDay(now() + toIntervalDay(1))
+    GROUP BY organizationId
+
+NODE org_page_kpis_previous_contributors
+DESCRIPTION >
+    Active contributors per org in the prior 365-day window (for trend calc)
+
+SQL >
+    SELECT organizationId, uniq(memberId) AS activeContributorsPrevious
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE
+        organizationId != ''
+        AND timestamp >= toStartOfDay(now() - toIntervalDay(730))
+        AND timestamp < toStartOfDay(now() - toIntervalDay(365))
+    GROUP BY organizationId
+
+NODE org_page_kpis_maintainer_roles
+DESCRIPTION >
+    Count of active maintainer role assignments per org
+
+SQL >
+    SELECT organizationId, uniq((memberId, insightsProjectId)) AS maintainerRoles
+    FROM maintainers_roles_copy_ds
+    WHERE role = 'maintainer' AND toYear(endDate) <= 1970 AND organizationId != ''
+    GROUP BY organizationId
+
+NODE org_page_kpis_critical_projects
+DESCRIPTION >
+    Count of distinct projects (segmentIds) an org contributed to in the last 365 days.
+    Serves as the "critical projects" placeholder until a real criticality filter is added.
+
+SQL >
+    SELECT organizationId, uniq(segmentId) AS criticalProjects
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE
+        organizationId != ''
+        AND timestamp >= toStartOfDay(now() - toIntervalDay(365))
+        AND timestamp < toStartOfDay(now() + toIntervalDay(1))
+    GROUP BY organizationId
+
+NODE org_page_kpis_final
+DESCRIPTION >
+    Join all nodes into one row per org
+
+SQL >
+    SELECT
+        coalesce(
+            c.organizationId, p.organizationId, m.organizationId, cp.organizationId
+        ) AS organizationId,
+        coalesce(c.activeContributors, 0) AS activeContributors,
+        coalesce(p.activeContributorsPrevious, 0) AS activeContributorsPrevious,
+        coalesce(m.maintainerRoles, 0) AS maintainerRoles,
+        coalesce(cp.criticalProjects, 0) AS criticalProjects,
+        now() AS computedAt
+    FROM org_page_kpis_current_contributors c
+    FULL OUTER JOIN org_page_kpis_previous_contributors p ON c.organizationId = p.organizationId
+    FULL OUTER JOIN
+        org_page_kpis_maintainer_roles m
+        ON coalesce(c.organizationId, p.organizationId) = m.organizationId
+    FULL OUTER JOIN
+        org_page_kpis_critical_projects cp
+        ON coalesce(c.organizationId, p.organizationId, m.organizationId) = cp.organizationId
+    WHERE organizationId != ''
+
+TYPE COPY
+TARGET_DATASOURCE org_page_kpis_copy_ds
+COPY_MODE replace
+COPY_SCHEDULE 15 1 * * *
diff --git a/services/libs/tinybird/pipes/org_page_profile.pipe b/services/libs/tinybird/pipes/org_page_profile.pipe
new file mode 100644
index 0000000000..fc8d76665a
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_profile.pipe
@@ -0,0 +1,66 @@
+DESCRIPTION >
+    Organization profile for the org page. Returns one row for a given orgId.
+    Joins organizationIdentities for website and domain.
+
+TAGS "Organization page"
+
+NODE org_slug_lookup
+SQL >
+    %
+    SELECT id
+    FROM organizations_populated_slug
+    WHERE slug = {{ String(orgSlug, '', description="Organization slug", required=True) }}
+
+NODE org_page_profile_base
+SQL >
+    SELECT id, displayName, logo, size AS employeeCount, industry, headline AS description
+    FROM organizations FINAL
+    WHERE id = (SELECT id FROM org_slug_lookup)
+
+NODE org_page_profile_website
+SQL >
+    SELECT organizationId, argMax(value, updatedAt) AS website
+    FROM organizationIdentities FINAL
+    WHERE organizationId = (SELECT id FROM org_slug_lookup) AND type = 'primary-domain'
+    GROUP BY organizationId
+
+NODE org_page_profile_membership
+SQL >
+    SELECT
+        organizationId,
+        replaceRegexpOne(
+            argMax(
+                if(
+                    tier IN (
+                        'Silver Membership',
+                        'Platinum Membership',
+                        'Gold Membership',
+                        'Associate Membership'
+                    ),
+                    tier,
+                    extract(productName, ' - (.+) \\(')
+                ),
+                updatedAt
+            ),
+            ' Membership$',
+            ''
+        ) AS membership
+    FROM lfxMemberships FINAL
+    WHERE organizationId = (SELECT id FROM org_slug_lookup) AND project = 'The Linux Foundation'
+    GROUP BY organizationId
+
+NODE org_page_profile_final
+SQL >
+    SELECT
+        b.id,
+        b.displayName,
+        b.logo,
+        b.employeeCount,
+        b.industry,
+        b.description,
+        w.website,
+        domain(w.website) AS domain,
+        m.membership
+    FROM org_page_profile_base b
+    LEFT JOIN org_page_profile_website w ON b.id = w.organizationId
+    LEFT JOIN org_page_profile_membership m ON b.id = m.organizationId
diff --git a/services/libs/tinybird/pipes/org_page_projects.pipe b/services/libs/tinybird/pipes/org_page_projects.pipe
new file mode 100644
index 0000000000..61cfd2fa00
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_projects.pipe
@@ -0,0 +1,35 @@
+DESCRIPTION >
+    Returns the list of projects an organization contributed to in the last 365 days,
+    read from the precomputed org_page_projects_copy_ds.
+
+TAGS "Organization page"
+
+NODE org_slug_lookup
+SQL >
+    %
+    SELECT id
+    FROM organizations_populated_slug
+    WHERE slug = {{ String(orgSlug, '', description="Organization slug", required=True) }}
+
+NODE org_page_projects_main
+SQL >
+    %
+    SELECT
+        projectSlug,
+        projectName,
+        projectLogo,
+        activityCount,
+        contributorCount,
+        maintainersCount,
+        totalContributors,
+        orgContributors,
+        totalCommits,
+        orgCommits,
+        totalPrsOpened,
+        orgPrsOpened,
+        technicalScore
+    FROM org_page_projects_copy_ds FINAL
+    WHERE organizationId = (SELECT id FROM org_slug_lookup)
+    ORDER BY technicalScore DESC, contributorCount DESC, activityCount DESC
+    LIMIT {{ Int32(limit, 21, description="Page size + 1 for hasMore detection") }}
+    OFFSET {{ Int32(offset, 0, description="Pagination offset") }}
diff --git a/services/libs/tinybird/pipes/org_page_projects_copy_pipe.pipe b/services/libs/tinybird/pipes/org_page_projects_copy_pipe.pipe
new file mode 100644
index 0000000000..36035b0f61
--- /dev/null
+++ b/services/libs/tinybird/pipes/org_page_projects_copy_pipe.pipe
@@ -0,0 +1,184 @@
+DESCRIPTION >
+    Nightly copy pipe that precomputes per-org per-project metrics for the org page.
+    Writes one row per (organizationId, segmentId) into org_page_projects_copy_ds.
+
+TAGS "Organization page"
+
+NODE org_page_projects_contribution_activity_types
+DESCRIPTION >
+    Collaboration and code contribution activity types (mirrors leaderboards filter)
+
+SQL >
+    SELECT activityType, platform FROM activityTypes FINAL WHERE isCollaboration OR isCodeContribution
+
+NODE org_page_projects_org_segment_activity
+DESCRIPTION >
+    Collaboration/code activity and contributor counts per org per project segment in the last 365 days
+
+SQL >
+    SELECT
+        ar.organizationId, ar.segmentId, count() AS activityCount, uniq(ar.memberId) AS contributorCount
+    FROM activityRelations_deduplicated_cleaned_bucket_union ar
+    INNER JOIN
+        org_page_projects_contribution_activity_types at
+        ON ar.type = at.activityType
+        AND ar.platform = at.platform
+    WHERE
+        ar.organizationId != ''
+        AND ar.timestamp >= toStartOfDay(now() - toIntervalDay(365))
+        AND ar.timestamp < toStartOfDay(now() + toIntervalDay(1))
+    GROUP BY ar.organizationId, ar.segmentId
+
+NODE org_page_projects_with_meta
+DESCRIPTION >
+    Enrich with project name, logo, slug, and id from insights_projects_populated_ds
+
+SQL >
+    SELECT
+        a.organizationId,
+        a.segmentId,
+        p.id AS projectId,
+        p.slug AS projectSlug,
+        p.name AS projectName,
+        p.logoUrl AS projectLogo,
+        a.activityCount,
+        a.contributorCount,
+        now() AS computedAt
+    FROM org_page_projects_org_segment_activity a
+    LEFT JOIN insights_projects_populated_ds p ON a.segmentId = p.segmentId
+    WHERE p.slug != ''
+
+NODE org_page_projects_score_project_code_activity
+DESCRIPTION >
+    Project-level code-only activity totals over the last 24 months, used only for the technical score
+
+SQL >
+    SELECT
+        segmentId,
+        countIf(
+            case when activityId != '' then activityId else null end, type = 'authored-commit'
+        ) AS scoreCommits,
+        countIf(
+            case when activityId != '' then activityId else null end,
+            type IN ('pull_request-opened', 'merge_request-opened', 'changeset-created')
+        ) AS scorePrsOpened,
+        uniqIf(
+            memberId,
+            type
+            IN ('authored-commit', 'pull_request-opened', 'merge_request-opened', 'changeset-created')
+        ) AS scoreContributorCount
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE
+        timestamp >= toStartOfDay(now() - toIntervalDay(730))
+        AND timestamp < toStartOfDay(now() + toIntervalDay(1))
+    GROUP BY segmentId
+
+NODE org_page_projects_score_org_code_activity
+DESCRIPTION >
+    Org-level code-only activity totals over the last 24 months, used only for the technical score
+
+SQL >
+    SELECT
+        segmentId,
+        organizationId,
+        countIf(
+            case when activityId != '' then activityId else null end, type = 'authored-commit'
+        ) AS scoreOrgCommits,
+        countIf(
+            case when activityId != '' then activityId else null end,
+            type IN ('pull_request-opened', 'merge_request-opened', 'changeset-created')
+        ) AS scoreOrgPrsOpened,
+        uniqIf(
+            memberId,
+            type
+            IN ('authored-commit', 'pull_request-opened', 'merge_request-opened', 'changeset-created')
+        ) AS scoreOrgContributorCount
+    FROM activityRelations_deduplicated_cleaned_bucket_union
+    WHERE
+        organizationId != ''
+        AND timestamp >= toStartOfDay(now() - toIntervalDay(730))
+        AND timestamp < toStartOfDay(now() + toIntervalDay(1))
+    GROUP BY segmentId, organizationId
+
+NODE org_page_projects_score_active_maintainers
+DESCRIPTION >
+    Active maintainers per (insightsProjectId, organizationId): active means started and not ended more than 24 months ago
+
+SQL >
+    SELECT insightsProjectId, organizationId, uniq(memberId) AS scoreMaintainersCount
+    FROM maintainers_roles_copy_ds
+    WHERE
+        role = 'maintainer'
+        AND organizationId != ''
+        AND startDate <= now()
+        AND (toYear(endDate) <= 1970 OR endDate >= now() - toIntervalDay(730))
+    GROUP BY insightsProjectId, organizationId
+
+NODE org_page_projects_with_scores
+DESCRIPTION >
+    Compute technical influence score from spec-compliant 24-month code-only inputs.
+    Display columns (maintainersCount, totalContributors, etc.) remain sourced from org_dash_metric_copy_ds.
+
+SQL >
+    SELECT
+        w.organizationId AS organizationId,
+        w.segmentId AS segmentId,
+        w.projectSlug AS projectSlug,
+        w.projectName AS projectName,
+        w.projectLogo AS projectLogo,
+        w.activityCount AS activityCount,
+        w.contributorCount AS contributorCount,
+        ifNull(m.maintainersCount, 0) AS maintainersCount,
+        ifNull(m.contributorCount, 0) AS totalContributors,
+        ifNull(m.orgContributorCount, 0) AS orgContributors,
+        ifNull(m.commits, 0) AS totalCommits,
+        ifNull(m.orgCommits, 0) AS orgCommits,
+        ifNull(m.prsOpened, 0) AS totalPrsOpened,
+        ifNull(m.orgPrsOpened, 0) AS orgPrsOpened,
+        (
+            -- Maintainers: 3 pts if org has at least 1 active maintainer (24-month window)
+            -- Contributors: 0 if no share; 1.1 if share in (0, 0.1%]; share + 1.0 otherwise
+            CASE WHEN ifNull(mt.scoreMaintainersCount, 0) >= 1 THEN 3.0 ELSE 0.0 END + CASE
+                WHEN
+                    ifNull(pa.scoreContributorCount, 0) = 0
+                    OR ifNull(oa.scoreOrgContributorCount, 0) = 0
+                THEN 0.0
+                WHEN oa.scoreOrgContributorCount * 100.0 / pa.scoreContributorCount <= 0.1
+                THEN 1.1
+                ELSE round(oa.scoreOrgContributorCount * 100.0 / pa.scoreContributorCount + 1.0, 1)
+            END
+            -- Commits: same formula
+            + CASE
+                WHEN ifNull(pa.scoreCommits, 0) = 0 OR ifNull(oa.scoreOrgCommits, 0) = 0
+                THEN 0.0
+                WHEN oa.scoreOrgCommits * 100.0 / pa.scoreCommits <= 0.1
+                THEN 1.1
+                ELSE round(oa.scoreOrgCommits * 100.0 / pa.scoreCommits + 1.0, 1)
+            END
+            -- PRs opened: same formula
+            + CASE
+                WHEN ifNull(pa.scorePrsOpened, 0) = 0 OR ifNull(oa.scoreOrgPrsOpened, 0) = 0
+                THEN 0.0
+                WHEN oa.scoreOrgPrsOpened * 100.0 / pa.scorePrsOpened <= 0.1
+                THEN 1.1
+                ELSE round(oa.scoreOrgPrsOpened * 100.0 / pa.scorePrsOpened + 1.0, 1)
+            END
+        ) AS technicalScore,
+        w.computedAt AS computedAt
+    FROM org_page_projects_with_meta w
+    LEFT JOIN
+        org_dash_metric_copy_ds m ON w.organizationId = m.organizationId AND w.projectSlug = m.slug
+    LEFT JOIN org_page_projects_score_project_code_activity pa ON w.segmentId = pa.segmentId
+    LEFT JOIN
+        org_page_projects_score_org_code_activity oa
+        ON w.segmentId = oa.segmentId
+        AND w.organizationId = oa.organizationId
+    LEFT JOIN
+        org_page_projects_score_active_maintainers mt
+        ON w.projectId = mt.insightsProjectId
+        AND w.organizationId = mt.organizationId
+
+TYPE COPY
+TARGET_DATASOURCE org_page_projects_copy_ds
+COPY_MODE replace
+COPY_SCHEDULE 30 1 * * *
diff --git a/services/libs/tinybird/pipes/organizations_leaderboard.pipe b/services/libs/tinybird/pipes/organizations_leaderboard.pipe
index 23272d0977..c4ea670d92 100644
--- a/services/libs/tinybird/pipes/organizations_leaderboard.pipe
+++ b/services/libs/tinybird/pipes/organizations_leaderboard.pipe
@@ -18,7 +18,7 @@ DESCRIPTION >
     - `offset`: Optional integer for result pagination, defaults to 0
     - Response:
     - Count mode (`count=true`): `count` (total number of organizations)
-    - Data mode (default): `id`, `logo`, `displayName`, `contributionCount`, `contributionPercentage`
+    - Data mode (default): `id`, `slug`, `logo`, `displayName`, `contributionCount`, `contributionPercentage`
 
 NODE organizations_leaderboard_paginated
 SQL >
@@ -28,13 +28,14 @@ SQL >
     {% else %}
         SELECT
             org.id AS id,
+            org.slug AS slug,
             org.logo AS logo,
             org.displayName AS displayName,
             COUNT(af.id) AS contributionCount,
             ROUND(COUNT(af.id) * 100.0 / SUM(COUNT(af.id)) OVER (), 2) AS contributionPercentage
         FROM activities_filtered af
-        JOIN organizations org FINAL ON org.id = af.organizationId
-        GROUP BY org.id, org.logo, org.displayName
+        JOIN organizations_populated_slug org ON org.id = af.organizationId
+        GROUP BY org.id, org.slug, org.logo, org.displayName
         ORDER BY contributionCount DESC, id desc
         LIMIT {{ Int32(limit, 10) }}
         OFFSET {{ Int32(offset, 0) }}