Integration pipelines

Automated, repeatable flows that extract, clean, and load data between your systems on a schedule you can rely on.

API & application integration

Connect CRMs, ERPs, web apps, and third-party services so records stay in sync without manual re-entry.

Data migration

Move from legacy platforms to modern databases with validated, auditable transfers and a clear cut-over plan.

Data quality & standardization

Clean, de-duplicate, and standardize inconsistent records, including AI-assisted normalization of free-text fields.

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How we work

1

Assess

Map your sources, destinations, and the business questions the data needs to answer.

2

Design

Propose an architecture sized to your team and budget, not an enterprise platform you don't need.

3

Build & test

Deliver pipelines with automated tests, monitoring, and idempotent loads so reruns are safe.

4

Hand off

Documentation and training so your team owns the result, with optional ongoing support.

About Dataglyph

Dataglyph Consulting is led by Tracey Peyton, a technical development manager who has worked across the web and software industry since 1993, as a programmer, webmaster, and data architect, on projects for Microsoft, Amazon, Dell, HTC, and T-Mobile. That range means we understand both the systems your data lives in and the people who need to use it.