Connect marketing, revenue, and analytics into one truth
We build attribution and BI platforms and marketing automation that integrate CRM, payments, and analytics, so decisions run on reconciled data, not spreadsheets.

What we engineer
Attribution and BI
Multi-source attribution models and dashboards that connect spend, pipeline, and revenue into a defensible picture.
Marketing automation
Campaign, lifecycle, and lead flows automated and integrated with CRM and analytics rather than run by hand.
Reliable data flows
Integrations to payments, CRM, and analytics with retries and audit so the reported numbers reconcile.
Marketing decisions on data you can defend
Marketing and revenue teams drown in disconnected tools. We integrate the sources, reconcile the data, and model attribution so leaders can see what is actually working. Automation then acts on that same trusted data, instead of a parallel set of numbers nobody fully believes.
What you get
Defensible attribution
A model that connects spend to pipeline and revenue across sources.
Integrated automation
Marketing flows wired to CRM and analytics, not maintained by hand.
Reconciled reporting
Dashboards built on data flows that audit and reconcile.
Engagement models
Integration Program
Design and implement production-grade integrations, unified APIs, service agents, webhooks, and data flows.
Typical scope
- CRM, payments, healthcare, marketing, and analytics
- REST, SOAP, GraphQL, events, and webhooks
- Retries, observability, and auditability
- API clients and runbooks
Data & Migration Program
Build data pipelines, warehouse foundations, and analytics, or migrate data safely between systems and platforms.
Typical scope
- Data Factory and warehouse pipelines
- Migration mapping and reconciliation
- Power BI dashboards and reporting
- Data quality, lineage, and governance
Related case studies
Frequently asked questions
Can you integrate our existing CRM and ad platforms?
Yes. We connect CRM, payments, ad platforms, and analytics with resilient integrations and reconcile the data into a single reporting model.
Do you build attribution from scratch?
We build an attribution model suited to your channels and sales motion, grounded in reconciled data so the conclusions hold up to scrutiny.

