Havilah Technologies

One trusted number, in every report.

We build and govern Snowflake, dbt, and AWS data platforms so finance, operations, and AI tools all quote the same answer.

Havilah Technologies LLC · A Havilah Ventures company

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Stack

Snowflake

dbt

Python

SQL

AWS

Airflow

Tableau / Power BI

What we do

Four engagements. One trusted number.

Pipelines, dbt, Snowflake, and AWS

Data Engineering & Cloud Platforms

Pipelines and platforms that move ERP, CRM, files, and APIs into a warehouse your team can run.

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One version of the metric

Analytics & AI-Ready Data

One metric layer, so reports and AI copilots pull from numbers the business has already agreed on.

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Close, audit, and ownership

Governance & Data Quality

Tests, lineage, and named owners, so accuracy holds at close, at audit, and after we leave.

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Start here

Contested Metric Diagnostic

Two reports, two answers? We trace the metric to its source and give you a written ruling plus SQL you can re-run.

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A typical situation

Two official revenues for the same month

The jobs are green, so nobody can call it a pipeline failure. The disagreement sits in the level of detail — an order total versus the line items — or in a filter, a copied business rule, or a delete the load did not keep. Close slips while someone reconciles it in a spreadsheet. Commissions or a forecast may already be using the other figure.

The diagnostic takes that one metric and the two artifacts. It traces the number from the source system through the warehouse to the report and writes which figure is valid for which decision, with evidence SQL the team can re-run. The rebuild, if they want it, is a separate statement of work.

See all five situations

Why teams hire us

Written SOW

A named workstream, named owners, and clear acceptance criteria.

Your environment

We work in your warehouse and your git. Nothing is taken home.

Tested by default

Every model ships with tests and documentation.

Handoff that holds

Runbooks and owners, so the work survives the next close and the next engineer.

How an engagement starts

Three steps, then the work starts

Fit call

Thirty minutes on your stack and the outcome you need. We tell you honestly if it is a fit.

Written SOW

A named workstream under Havilah Technologies LLC. Scope, owners, and acceptance criteria.

Delivery in your environment

Work lands in your warehouse and your git. Runbooks and handoff a program manager can accept.

Who we serve

For finance and data leaders

CFOs, controllers, and heads of data who need reporting they can defend.

For primes and delivery partners

Program managers who need a Snowflake, dbt, or AWS specialist on a defined workstream, inside your security boundary.

Learn about partnering

Tell us the workstream.

Pipelines, dbt, Snowflake, AWS, analytics, governance, or a partner engagement. We will scope it in writing.

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