Unify data across every tool
Datalyze brings the data from your product, billing, CRM and ad tools into one warehouse, ties every record to the same user, and syncs it back to Mixpanel, Amplitude or PostHog. You see each user's whole journey, not the part one tool happens to hold.
One view of every customer
What unifying your data involves
- 01Sources
Decide which tools to merge data from
Product analytics, billing, CRM, ads, support and your own database. We list every source and what it knows about a user, then agree the final list with you before we start unifying.
- 02Warehouse
Bring it all into a data warehouse
Every source lands in BigQuery or Snowflake. That gives you full control over how the data is structured, instead of living with each tool's own format.
- 03Models
Build data models that connect every user
On top of the warehouse we build models that tie every event, payment and touchpoint to one person, for the questions a product analytics tool can't answer alone.
- 04Sync
Sync to Mixpanel, PostHog or Amplitude
We send the unified data back into your product analytics tool, shaped the way that tool expects, so the full user journey sits in one place.
You get one place where every user's journey adds up, in your warehouse and in the tools your team already opens.
What teams say after working with us
Data we've unified
TermPlus had a half-finished setup and data spread across separate systems. We brought every source together under one user identity and built the dashboards the team runs on.
Read the case studyCopyfy's tools disagreed with each other, so nobody could explain its sign-ups. We unified the sources and rebuilt the tracking in Mixpanel, and once the team could see the whole funnel, sign-up rate went from 30% to 61%.
Read the case studyThese are real results from teams like yours.
Book a callData unification questions
How long does data unification take?
Four to six weeks to a unified warehouse. We agree the sources first, load them into the warehouse, build the models that tie every record to one user, then sync the result back to your analytics tool.
How much does data unification cost?
It is priced as a project, scoped by how many sources you connect. Warehouse and sync tool costs are billed to you directly by those vendors.
What do you need from us?
Admin access to each source we connect, such as your product analytics, billing, CRM and ad accounts, and read access to your production database if it holds user data.
Which tools can you connect?
Product analytics (Mixpanel, Amplitude, PostHog, GA4), billing (Stripe, Chargebee, Recurly, RevenueCat), CRM (HubSpot), ad platforms (Google Ads, Meta Ads) and your own database. Data lands in BigQuery or Snowflake through tools like Fivetran or Airbyte, and syncs back with Hightouch.
Do we own what you build?
Yes. The warehouse, pipelines and models live in your own cloud account and Git repository, so your team keeps everything after we are done.