How teams use Recur

From data collection to AI pipelines, see how Recur automates API data collection across industries.

Scheduled Data Collection

Pull from partner APIs, vendor systems, internal services. Data lands in your lake on schedule—hourly, daily, whatever you need. No scripts running on someone's laptop.

  • Sync CRM data to your warehouse nightly
  • Collect social media metrics every hour
  • Pull inventory levels from vendor APIs
  • Aggregate financial data from multiple sources

API Monitoring

Health checks across your API ecosystem. Track availability, response times, error rates. Know when something breaks before users do.

  • Monitor third-party API uptime
  • Track response time degradation
  • Alert on error rate spikes
  • Validate API contract compliance

Audit & Compliance

Every API call logged. Every response stored. Full history, searchable, exportable. When auditors ask, you have answers.

  • Maintain transaction records
  • Document data access patterns
  • Prove regulatory compliance
  • Track data lineage

AI & ML Data Pipelines

Feed your models with fresh data from any API. Training data, inference inputs, real-time signals—delivered on schedule to your data lake. The niche datasets others can't reach.

  • Collect training data from specialized APIs
  • Update feature stores regularly
  • Feed RAG systems with fresh content
  • Aggregate data for model fine-tuning

Data Lake Hydration

Bring external data into your warehouse without engineering tickets. Connect APIs directly to Data Lake, formatted for your data stack.

  • Hydrate Snowflake with API data
  • Feed Databricks pipelines
  • Build external data products
  • Create unified data views

Self-Service Analytics

Data teams access the data they need without engineering dependencies. Set up collections, manage schedules, explore results—all without writing code.

  • Analysts pull their own data
  • Product managers track metrics
  • Marketing accesses campaign data
  • Finance automates reporting

Built for everyone

Whether you're technical or not, Recur helps you get the data you need without dependencies.

For the Data Analyst

Stop waiting on engineering. Pull the data you need, when you need it. Build your own automated pipelines without writing code.

For the Developer

Skip the repetitive integration work. Configure once via Postman, move on to interesting problems. Delete your cron jobs.

For the Operations Lead

Automate monitoring and health checks. Keep data flowing without constant intervention. Full visibility into every execution.

For the AI/ML Engineer

Feed your models with fresh data. Any API, any format, on schedule. Build reliable data pipelines for training and inference.

Ready to automate your API data?

Import your API spec and see data in your cloud in minutes.

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