Coalesce
Filament

Ask questions about your Coalesce data

Connect Coalesce to Filament and turn complex dashboards, analytics, and business intelligence into a simple conversation. No spreadsheets. No setup. Just instant answers.

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Coalesce tracks transformation jobs and node execution, but understanding which pipeline failures affect downstream analytics or how transformation performance impacts business reporting requires connecting to your data warehouse and business intelligence tools. Filament links Coalesce job runs to your warehouse metrics and BI dashboards so you can explore data quality issues, pipeline bottlenecks, and transformation reliability without manual investigation.

Metrics dashboard
Finance dashboard
SEO dashboard

Track Coalesce KPIs with Filament Analytics

Connect your Coalesce account to Filament and instantly track your most important KPIs. All in plain English dashboards that update automatically.

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Key Coalesce metrics you can track in Filament:

Projects
Track data transformation projects with project_id, project_name, created_at, environment_count, and owner_email to understand team structure and project organization.
records:
project_idproject_namecreated_atenvironment_countowner_email
Environments
Monitor deployment targets and environment configurations with environment_id, environment_name, project_id, deployment_type, and last_deployed_at to track release patterns.
records:
environment_idenvironment_nameproject_iddeployment_typelast_deployed_at
Job Runs
Analyze transformation execution history with run_id, job_id, status, started_at, completed_at, and duration_seconds to identify performance bottlenecks and failure patterns.
records:
run_idjob_idstatusstarted_atcompleted_atduration_seconds
Nodes
Track individual transformation definitions with node_id, node_name, node_type, project_id, and transformation_logic to understand data pipeline complexity.
records:
node_idnode_namenode_typeproject_idtransformation_logic
Node Dependencies
Map transformation relationships with parent_node_id, child_node_id, dependency_type, and project_id to visualize data lineage and identify critical path transformations.
records:
parent_node_idchild_node_iddependency_typeproject_id
Error Logs
Investigate job failures with error_id, run_id, error_message, error_type, node_id, and occurred_at to diagnose recurring issues and reduce transformation failures.
records:
error_idrun_iderror_messageerror_typenode_idoccurred_at
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Combine Coalesce with other data sources

Your business runs on more than one app, and your analytics should too. With Filament, Coalesce lives side-by-side with sales, finance, and customer tools. Bring it all together in one intelligent workspace and finally see the full picture.

attio
hubspot
intercom
raisely
salesforce-connector
stripe
xero
facebook-ads
google-ads
ga4
gsc
campaign-monitor
customerio
instagram-business
linkedin-ad-analytics
mailchimp
snapchat-ads
tiktok-ads
twitter-ads
airtable
google_sheets
mysql
postgres
quickbooks
shopify
woocommerce
amplitude
asana
eventbrite
freshdesk
github
jira
klaviyo
mixpanel
notion
segment
slack
trello
zendesk-support
attio
hubspot
intercom
raisely
salesforce-connector
stripe
xero
facebook-ads
google-ads
ga4
gsc
campaign-monitor
customerio
instagram-business
linkedin-ad-analytics
mailchimp
snapchat-ads
tiktok-ads
twitter-ads
airtable
google_sheets
mysql
postgres
quickbooks
shopify
woocommerce
amplitude
asana
eventbrite
freshdesk
github
jira
klaviyo
mixpanel
notion
segment
slack
trello
zendesk-support

Your Coalesce data gets even more powerful when combined with other tools:

Coalesce
dbt Cloud

Coalesce + dbt Cloud

Connect Coalesce transformation runs with dbt Cloud job execution to see how changes in upstream Coalesce pipelines affect downstream dbt models and identify which transformation failures cascade across your data stack.

Coalesce
Snowflake

Coalesce + Snowflake

Connect Coalesce job performance with Snowflake query metrics to understand how transformation execution times affect warehouse costs and which node failures correlate with data freshness issues in your analytics tables.

Coalesce
Looker

Coalesce + Looker

Connect Coalesce transformation status with Looker dashboard usage to identify when pipeline failures affect business reporting and which node errors cause stakeholder dashboards to show stale data.

Benefits of Filament's Coalesce Integration

Ask in plain English

Start with a question like 'How did MRR trend last year?' and you'll get an instant dashboard from across your apps. No configuration, no code.

chatMRR

No setup

Filament is like Looker Studio or PowerBI, but it will set itself up. It understands your data, and automatically connects the dots.

easy setup

Gets smarter over time

Filament remembers your context and preferences, so you spend less time explaining and answers that align with your goals.

memories

How it works

Step 1: Connect your Coalesce account

Connect your Coalesce account to Filament and get instant access to your data. No technical setup required.

Step 2: Ask questions about your Coalesce data

Start asking questions like "Which campaigns drive the most qualified leads?"

Step 3: Build Coalesce dashboards in minutes

Get tailored insights instantly and share them with your team.

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Better business decisions with AI Analytics

How to get more from your data

Most teams only scratch the surface of what's possible with their data. Reports get buried in dashboards, exports pile up in spreadsheets, and critical insights never reach decision-makers. Filament changes that.

With Filament, your data is analyzed by an AI data analyst that understands plain English. Instead of struggling with complex BI tools or waiting for reports, you can instantly ask questions about revenue, marketing performance, customer engagement, or retention, and get clear answers in seconds.

Because Filament connects data across marketing, product, CRM, and finance systems, it helps you answer the bigger questions that traditional dashboards can't:

  • Which campaigns and channels actually drive revenue growth?
  • How does user engagement translate into pipeline or sales performance?
  • Where are we losing efficiency between acquisition, retention, and finance?

By combining AI-powered reporting, conversational dashboards, and cross-platform integration, Filament helps you move beyond surface-level metrics and uncover the insights that drive smarter, faster business decisions.

Enterprise-grade security

Complete data isolation, data encryption at rest and in-transit, and secure, accredited cloud providers keep your organisation's data protected. We never use your data for AI training or share it with third parties.

Learn more about security

Coalesce integration FAQ

Everything you need to know about connecting Coalesce with Filament and getting the most out of your data.