Data & Integrations
The Data & Integrations service area connects systems and turns data into decisions: API contracts between your tools, ETL pipelines that move data to analytics-ready storage, dashboards and BI reports, predictive models where your data can support them, and SEO measurement tied to a baseline. Metrics and sources are agreed before anything is built.
Who It's For
Teams This Area Helps
- Teams joining systems that currently exchange files, emails, or manual re-entry
- Organizations building dashboards and reports from data they already collect
- Teams considering machine learning for a specific question — churn, demand, lead scoring, or pricing
- Businesses that want organic search performance tracked against a baseline they can see
Problems It Addresses
What We Help Solve
- Siloed systems that force manual data entry and reconciliation
- Dashboards nobody trusts because sources and refresh are undefined
- Machine learning applied where the data cannot actually support the question
- Marketing decisions made without a measured baseline or consistent reporting
Choose the Right Specialty
Explore 5 related services within data & integrations.
API Development & Integration
The integration layer that lets your systems exchange data through REST, GraphQL, and webhooks. We agree the contract, secure it, then document it so each system's boundary stays clear.
Data Pipelines & ETL
Data pipelines that move data from your sources to analytics-ready storage, with validation, error recovery, and clear scheduling. We scope sources, volume, latency, and monitoring expectations up front with you.
Predictive Analytics & ML
Machine learning applied to a defined business question — churn, demand, lead score, pricing — where your data can actually support it. We agree the data, the success metric, and what you will do with a result before building.
Business Intelligence Dashboards
Dashboards and reports built from your real data sources, covering the KPIs your team actually uses, with scheduled refresh and drill-downs. We agree the metrics and sources with you, then measure against them.
SEO & Marketing Analytics
Keyword tracking, technical audits, content gap analysis, and reporting tied to a baseline we measure. We report on the metrics your site actually hits and adjust — no promise of a fixed ranking or traffic number.
How We Deliver
Our Approach
- 01Agree the data sources, the metrics, and the success criteria with you before building — including what you will do with the result
- 02Build integrations on agreed contracts with authentication, error handling, retries, and documentation
- 03Ship pipelines with validation, quality checks, error recovery, and clear scheduling scoped to your volume and latency
- 04Report against the baseline we measure together and adjust — no fixed ranking or traffic promises
Scope & Boundaries
What to Expect
- Machine learning is only applied where your data can support the question; when it cannot, we say so and propose a simpler route
- KPIs, sources, and refresh schedules are agreed up front — we do not invent metrics for you
- SEO measurement reports on what the site actually does; it is not a promise of a ranking or traffic number
- You own the data and the access; we document the lineage and permissions
Go Deeper
Useful articles and illustrative case studies for this service area.
Common Questions
Questions we hear most about data & integrations.
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