Data Activation

Turn Data Into Action

You have dbt models and warehouse data sitting in place, but the business still cannot act on them. We ship activation workflows — reverse ETL, predictive scoring, automated audiences — that prove value in weeks. AI where it helps, not because it’s trendy.

Launch the Activation Sprint

Activation sprints start at $5,000. Most hands-on implementation work lands between $7,500-$30,000 depending on how many destinations, scoring models, and workflow owners are involved. See details

Turn your data warehouse into an activation engine

Get warehouse data into the operational tools your team actually uses
Move from static reporting to real-time, automated workflows
Use your warehouse as a customer data platform without vendor lock-in
Embed analytics into daily decisions and operational workflows

This is for you if...

You have rich data in your warehouse but no way to act on it
You want to prove that data can reduce churn or drive expansion this quarter
You’re paying for a CDP you’ve outgrown and want a warehouse-native alternative
Your product team needs an MVP approach — ship fast, prove value, then expand

This isn't the right service if...

You need a custom-built CDP from scratch — we activate your existing warehouse
You want someone to manage data syncs and workflows long-term
You don’t have a data warehouse yet — start with a data foundation

How We Help

Reverse ETL Implementation

Push warehouse data to CRM, ad platforms, and email tools automatically

AI & Predictive Workflows

Churn scoring, lead scoring, and predictive models that drive automated action

Warehouse-as-CDP Solutions

Replace expensive CDPs with your existing data warehouse

Operational Analytics

Embed data into daily workflows for sales, marketing, and product teams

How It Works

Map

We identify which data needs to flow where — from your warehouse to the operational tools your teams use daily.

Design

We architect activation workflows, audience definitions, and sync schedules that match your business logic.

Connect

We implement reverse ETL pipelines, configure destinations, and validate data accuracy end-to-end.

Optimize

We monitor, tune, and hand off — ensuring your team can manage and expand activation workflows on their own. The win isn't the pipeline; it's your team making faster, data-driven decisions every day.

Engagements start at $5,000

Scoped with clear deliverables and fixed pricing. No hourly billing. Most activation projects range from $7,500-$30,000.

See Where Activation Pays First

If you need to pressure-test the next bet first

Start with The $500K Question

When the expensive part is deciding what deserves the next quarter of attention, start with the growth-leverage diagnostic before moving into implementation.

See the growth diagnostic

Want to pressure-test the idea first?

Download the framework we use before we automate anything

Good activation work starts with one decision the business actually needs to make, not a pile of syncs. This framework shows how we choose the first workflow, pressure-test the economics, and avoid shipping automation nobody will trust or use.

How we choose the first activation workflow worth shipping
The checks we use before recommending reverse ETL, scoring, or warehouse-as-CDP work
A practical way to prove value before expanding the automation surface area

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Client Outcomes

PLG SaaS Product Team

First reverse ETL workflow shipped in 3 weeks, reduced churn by 18%

Rich behavioral data was sitting in the warehouse doing nothing. We built an MVP reverse ETL workflow that synced churn-risk scores to the CRM — 18% churn reduction in three weeks, and they expanded to three more workflows that quarter.

Read case study

B2B SaaS Sales Team

AI lead scoring increased sales efficiency 40% by surfacing product-qualified leads

Sales reps were manually reviewing every trial account. We built a scoring model from warehouse behavioral data — feature adoption, usage patterns, activation milestones — and synced it to the CRM via reverse ETL. Qualified pipeline from inbound trials jumped 40%.

Read case study

Go Deeper

Read our data activation playbook — from reverse ETL to AI-powered workflows, built for mid-size SaaS and ecommerce teams.

Download the Activation Playbook

Common questions before starting a data activation engagement

Do we need a data warehouse before we can activate data?

Usually yes. Activation works best when there is already a trustworthy warehouse layer producing modeled data your teams believe. If that foundation is missing, we will say so directly and point you toward Data Foundation before pretending activation can carry bad inputs.

How quickly can we see results from a reverse ETL workflow?

Often within 2-4 weeks for a focused first use case. The fastest wins usually come from one high-leverage workflow — churn risk, lead scoring, lifecycle segmentation, or sales prioritization — rather than trying to activate everything at once. If the harder question is which workflow deserves attention first, The $500K Question is often the sharper place to start.

Do dbt teams always need a separate data activation tool for reverse ETL?

No. Some dbt reverse ETL workflows are narrow enough to start with simpler patterns. A dedicated data activation tool starts making sense when several business teams depend on freshness, field mapping, retries, and monitored syncs. If your team is still deciding where that line is, read Do You Need a Data Activation Tool? before turning tool selection into a proxy for workflow clarity.

What happens after the initial activation workflows are live?

We document the logic, validate the operating rhythm with the teams using it, and make sure ownership is clear. From there you can extend the pattern to more audiences, scores, and workflows without starting from zero each time.