How we work

We work inside your company, not next to it.

Your Slack, your warehouse, your repo. You'll see something ship every week, and you'll always know who to message.

Embedded

We work in your tools, on your conventions. Code goes in your repo, documented. If you hire your own team later, the handoff is easy.

One point of contact

One dedicated person runs your work day to day and learns your business. You don't re-explain things to a new face every month.

Weekly shipping

A fixed model, a new dashboard, an automated job. Something you can use, not a slide about something you might use later.

What's included

Whatever your data function needs this quarter.

Engagements are monthly. Some clients want a few hours a week on reporting. Others want several people running their warehouse, BI and automation.

Finance & RevOps

  • COGS and contribution margin
  • Journal entry prep
  • Burn pacing and VAT
  • Commission reconciliation
  • CRM, billing and ERP audits

Data foundation

  • Warehouse setup or rebuild
  • Ingestion from app, billing and CRM
  • dbt models with tests
  • Freshness and failure alerts
  • BI tool migrations

AI agents

  • dbt failure diagnosis in Slack
  • Dashboard-editing agents
  • Agent-assisted migrations
  • Human approval built in

Customer reporting

  • Semantic layer
  • Embedded dashboards
  • Metric QA and lineage
  • Pilot customer feedback
SnowflakeBigQueryRedshiftClickHousedbtFivetranAirbyteDagsterLookerOmniPower BITableauMetabaseNetSuiteStripeRampSalesforceHubSpotPostHogPython
The first month

What to expect.

Week 1

Access and context

We get into your tools, read what already exists and meet the people who use the numbers.

Weeks 2–3

The first fix ships

We start with the thing costing someone the most time and get it into production.

Week 4

A ranked list

What's broken, what's worth fixing next, and roughly what each piece takes. You pick the order.

Questions

The ones people actually ask.

Who does the work?

Our team. You'd have one dedicated person day to day.

How fast can you start?

Usually within a couple of weeks of the first call.

What does it cost?

It depends on scope, so we don't post a number. Engagements are a monthly retainer, and you'll get a real figure on or soon after the first call.

Do you only work with tech companies?

Mostly. We also work with manufacturers and services businesses whose problems look like a startup's: too many systems, not enough people, and one report somebody rebuilds by hand every week.

What if we hire our own data team later?

Good. The work lives in your repo and your warehouse, documented, and we'll help with the handoff.

Next step

Tell us what isn't adding up.

Thirty minutes. Bring the spreadsheet everyone's afraid to touch. We'll tell you plainly whether we can help, and if we can't, who might.

Book a 30-minute call
or email questions@kelihi.com