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SaaS ideas, mined from what people actually complain about.

Every idea comes from real Reddit posts, was researched against today's competitors, and survived an independent skeptic before it made the list.

Fragile Manual Data Pipelines

Data teams struggle with brittle, manual, and costly ETL/ELT pipelines that break silently, lack validation, and are hard to maintain or scale.

In their words

My company wants to replace Fivetran with easier and cheaper alternative.

r/dataengineering on Reddit

my current setup using DLT requires Python for any custom connector work. I'm not sure my team is there yet.

r/dataengineering on Reddit

They had an ETL import that would fail every night because it couldn't resolve some keys because the import order was wrong.

r/ProgrammerHumor on Reddit

Where I'd love a seasoned second opinion is the PowerSchool side specifically: getting the plugin and read-only scopes right without disturbing the live SIS

r/k12sysadmin on Reddit

I do not think Lakeflow is production worthy

r/databricks on Reddit

It’s just another day when we have another billion+ row TB+ table to move.

r/snowflake on Reddit

ninguém me informou que tinha uma limitação de req por mês

r/brdev on Reddit

on mondays, someone manually copies numbers into a google sheet because that’s the version leadership actually reads

r/sysadmin on Reddit

real-time ingestion is the most overprescribed thing in the modern data stack and i say that as someone who has built it and regretted it

r/analytics on Reddit

Every interface takes an eternity to load... I have to just start over.

r/salesforce on Reddit

Since there is no partition, and the files are tiny, it is impossible to use Athena to query the data.

r/aws on Reddit

every time an API updated or a folder structure changed, our custom python connectors broke.

r/AgentsOfAI on Reddit

The old software we are using is at the end of it's life-cycle. It was never the best piece of software and we built a lot of workarounds within and around it.

Software Recommendations

I just want to be able to check a box somewhere and have a table in Postgres automatically mirrored to Iceberg, with guarantee that no data is lost.

Hacker News

Data engineers

Where they talk

  • r/dataengineering
  • r/databricks
  • r/MicrosoftFabric
  • r/snowflake
  • r/automation
  • r/PowerBI
  • r/Database
  • r/analytics

Tools they use today

  • Databricks
  • Microsoft Fabric
  • dbt
  • Snowflake
  • Fivetran
  • Kafka
  • PostgreSQL
  • Python

Why those fall short

  • AI cheats, hard-codes data, duplicates logic, cannot be tested or audited
  • webhook delivers raw disorganized JSON, no structure for analysis
  • One error anywhere breaks the entire sequential run; no separate dev environment
  • no tests, no spec, nobody remembers why weird behavior exists
  • Schema evolution is a train wreck; custom code needed to avoid breakage