Data and integration engineering

Expert data engineering team.
Fixed price.

We find what is broken in your data and integrations, fix it, and keep it running. You know the price before we start.

30 minutes · with a founder · about your systems

Your review · €4,900 1 week
  • Day 1 Kickoff call. Read-only access.
  • Days 2 to 4 Every flow traced, source to destination.
  • Day 5 Written report. Readout with your budget holder.
  • After A fixed quote, if a build makes sense.
Read-only access · the report is yours to keep
Who it is for

For teams with data work nobody has time for.

The person who built it left.

Nobody knows what runs when. We read it, write it down and take it over so you can focus on what matters.

Two reports, two numbers.

Finance and sales report different revenue numbers. We trace both back to the raw data and show you exactly why.

Integrations are eating your roadmap.

We build them and run them. Your engineers stay on your product.

Your AI project is waiting on the data.

We get your systems into one place, cleaned and linked, so it has something to work with.

What we build

Your systems in. Answers out.

Three things sit between the systems you run and the answers you need. We build all three.

What sits between your systems and the people who ask.
Three ways to work with us

Fixed scope. Price agreed first.

Every engagement starts with a 30-minute call.

Start here

Review

1 week · fixed price

Launch offer · 50% off
€2,450€4,900
  • Every system and flow mapped: owner, failures, cost
  • A ranked list of what to fix first
  • A written report you can act on without us

Integration build

2 to 6 weeks · fixed quote

Launch offer · 50% off
from €4,999.50*from €9,999
  • One integration, built and tested
  • Rules and mappings you can read as SQL
  • Handed over, or run on Beetl for a monthly fee

Embedded team

Monthly · cancel any month

€149 / hour
  • Senior engineers inside your team
  • From 40 hours a month, €5,960
  • Your stack, your repositories, your stand-ups

* Up to €9,999 off. Prices are net of VAT.

The review

You end the week with this.

A written report on what you have, who owns it, how it fails and what to fix first. Yours to keep, whether or not we work together again.

Data and integration reviewSample company · 14 pages
Summary

Five data flows keep this company running. Two need replacing, two need fixing, and one can stay. The biggest risk is shop orders into the ERP: nobody owns it, and every other number depends on it.

  • Shop orders reach the ERP through a job nobody has owned since March.
  • Finance rebuilds the accounting export by hand every month.
  • Revenue is reported from 3 sources, and the 3 totals do not match.
5data flows reviewed
2to replace
2to fix
1to keep, with a runbook
Section 1 of 5
A sample review report. Open any section.

What is in it.

System map
Every system and data flow, drawn from the code.
✓ Included
Flow by flow
Who owns it, how it fails, what it costs to keep alive.
✓ Included
Fix list
Ranked, with a verdict on each: keep, fix or replace.
✓ Included
Recommendation
What we would do, and in what order.
✓ Included
Fixed quote
For anything worth building.
✓ Included
Readout
60 minutes with whoever holds the budget.
✓ Included
AI check
How far your data is from the AI work you have planned.
✓ On request
How it starts

From first call to fixed.

Call · 30 minutes

You tell us what is wrong. We tell you whether we can help.

Review · 1 week

We read everything and hand you the report.

Build · 2 to 6 weeks

One integration at a time, each at a fixed price.

Run it, or hand it over

We keep it running on Beetl for a monthly fee, quoted with the build, or your team takes it with tests and a runbook.

How we handle access and data
If you are weighing a hire

A hire, a freelancer, or us.

Often it is more than one. We cover the gap while you hire, then hand over.

Hiring a data engineerA freelancerBeetl
StartsAfter hiring and a notice periodWhen they are next freeWithin 1 week
You payA salary, busy or notBy the day, open-endedA fixed price, or €149 an hour
CommitmentPermanentPer contract1 week, then month by month
SkillsOne personOne personA team: data, integration, platform
You keepWhat one person had time to buildThe codeCode, tests, a runbook and a report
Who does the work

You talk to the people who build it.

Three founders and one senior engineer. No junior team behind us.

Michele Vigilante

Michele Vigilante

Co-Founder, CEO

Data engineer. 10 years building SaaS data platforms.

Bougouma Fall

Bougouma Fall

Co-Founder, CTO

Software engineer. Device integrations and large-scale data pipelines.

Ray Kameda

Ray Kameda

Co-Founder, CPO

Technical product manager. 12 years turning operational data into products.

Where we have done this before
A global job-ads data platform

Rebuilt from the ground up: over a terabyte of job data a month in, 300,000+ live listings out, 80 times faster processing. Measured at the team's previous company, not a Beetl customer.

Industrial device APIs

A manufacturer's heat-pump API integration delivered end to end in one month, in a previous role.

Selected experience and technologies
Apache DataFusion logoKubernetes logoRust logoDelta Lake logoAWS logoGoogle Cloud logoAVEVA logoOSIsoft logoHitachi logoKPMG logoHarvard University logoTU Wien logo

FAQ

What does the review cost?
€4,900 for 1 week, fixed. Half on signing, half when you get the report.
What does a build cost?
A fixed price, agreed before we start. Most builds are €9,999, €14,999 or €29,999, depending on scope. Half on signing, the rest on delivery.
Is there a launch offer?
Yes. 50% off your first project, up to €9,999 off. Your quote shows the normal fee, the discount and what you pay.
Do we have to use Beetl?
No. We work in your stack and your repositories. Running an integration on Beetl is your choice, one integration at a time.
What access do you need?
Read-only access to the code and schedules, and a sandbox or a sample of the data. Nothing is written back unless you approve it. Your data stays in your storage.
How soon can you start?
Within 1 week of signing.
What is your hourly rate?
€149 an hour, for the embedded team and for work beyond an agreed scope. Reviews and builds are fixed price, so there is no timesheet to check. All prices are net of VAT.

Start with a 30-minute call.

You find out whether a review is worth it.

Michele VigilanteBougouma FallRay Kameda
What happens on the call
With a founder, not a salesperson
  • You describe the systems and what is going wrong.
  • We say what we would look at first, and what it would cost.
  • No slides. If it is not a fit, you hear that on the call.

Tell us what is broken.

Name the systems and the problem. We reply within 1 working day.