We connect the sources
APIs, webhooks, no-code apps, and spreadsheets all become inputs. We pull the records you need from each system, automatically, on the cadence that fits.
🔀Data Pipelines
Get your data flowing where it belongs, automatically
Stop exporting CSVs and copy-pasting between tools every week. We build pipelines that pull from your apps and APIs, clean and map the records, and route them to your CRM, sheets, warehouse, or dashboard, on a schedule or the moment something changes. One reliable flow instead of a dozen manual steps.
5.0 from clients on Upwork
🎯The problem
Your data lives everywhere except where you need it
Sales sits in the CRM, payments in Stripe, leads in a form tool, marketing numbers in three dashboards, and the master list in a spreadsheet someone updates by hand. To see the full picture, somebody exports a file, pastes it into another tab, fixes the columns that do not line up, and hopes nothing broke. By the time the report is ready, it is already a day out of date.
Manual moves like that do not just waste hours, they introduce errors. A mistyped figure, a duplicated row, a record that never made it across, and suddenly two systems disagree and nobody trusts either one. The fix is a pipeline that moves the data for you, on a schedule, with the cleaning and matching built in, so there is one reliable flow instead of a pile of fragile copy-paste steps.
⚙️How it works
From scattered sources to one clean flow
A deterministic path your data follows every time. Extract, transform, route, with no hands on the keyboard.
We transform, clean, and map
Deduplication, validation, and field mapping run on fixed logic. Columns get aligned, formats normalized, and bad rows are caught before they reach the destination.
We route to the destination
Clean records land in your CRM, sheet, warehouse, or dashboard, triggered the moment data changes or on the schedule you set. One flow, running on its own.
🧩What we build
Pipelines for the moves you do by hand today
Source connectors
We tap your APIs, webhooks, and no-code apps to pull records out of every tool, even the ones with no native export.
Dedupe, validate & transform
Duplicate rows collapsed, formats normalized, fields mapped between systems. Every record is checked against your rules on the way through.
Scheduled or real-time sync
Heavy syncs run on the schedule you set; time-sensitive data moves on a trigger the instant it changes. We mix both per data set.
Error handling & alerting
Malformed rows get quarantined instead of corrupting the destination, and you get an alert with the details so nothing fails in silence.
Warehouse loading
When reporting outgrows spreadsheets, we load clean, modeled data into Google BigQuery so your dashboards query one trusted store.
Sheet & Airtable sync
Two-way sync that keeps Google Sheets and Airtable in step with your CRM and apps, so the working list and the system of record never drift apart.
📈The result
Once the pipeline is live the weekly export ritual disappears. Data moves between your tools in near real time, the numbers match across systems, and copy-paste errors are gone because no one is touching the data by hand anymore.
0
manual exports and copy-paste steps once the pipeline runs on its own
🛠️Built with
Connected to the tools you already run on
We default to n8n for the flow logic and wire it into the apps, sheets, and warehouse you already use.
n8n
Make
BigQuery
Apify
Google Sheets
HubSpot
Airtable
Notion
❓FAQ
Questions about data pipelines
Anything with an API or webhook, plus the no-code tools you already use: HubSpot, Pipedrive, Airtable, Notion, Google Sheets, Stripe, your database, and scraped or enriched data via Apify. If a tool has no clean API, we can usually reach it through a connector or a scheduled export.
Both, and we mix them. Time-sensitive data runs on triggers and webhooks so it moves the moment it changes. Heavier syncs run on a schedule you set, hourly, nightly, or weekly. We pick the cadence that fits the data and your cost.
Bad records do not silently corrupt the destination. The pipeline validates every row, quarantines anything that fails the rules, and alerts you with the details so it can be fixed. Good records keep flowing while the rest waits.
No. Many pipelines route straight into a CRM, a Google Sheet, or Airtable with no warehouse at all. If your reporting needs grow we can load into BigQuery, but we only add it when the volume or the analysis actually calls for it.
You do. The pipeline is built config-driven on your own accounts, so mappings, sources, and schedules can be changed without touching code. We hand it over documented, with a walkthrough, so your team is not locked in.
🔗Related services
Often built alongside
📬Contact
Stop moving data by hand
Book a free audit. We will map where your data gets stuck and copied by hand, and show you exactly what a pipeline would automate. Your details stay confidential.
Book My Free Audit bastien@otimizagency.com