5 Lab Workflows You Can Automate Today with ELabELN

Most labs run on routines. Samples come in, experiments get logged, data moves between systems, people get notified. The individual steps are rarely complex, but the repetition adds up, and every manual handoff is a place where information gets lost, delayed, or entered incorrectly.

ELabELN’s REST API (v2) opens the door to automating these routine workflows, either through direct integrations, scripting, or integration platforms that connect ELabELN to the other tools your lab already uses. Here are five workflows worth automating first.

1. Auto-Create Experiments from Sample Intake Forms

The problem: A new sample arrives. Someone fills out a submission form (Google Form, Jotform, internal request system), then manually creates a matching experiment entry in the ELN. If the lab is busy, that second step gets delayed or skipped entirely.

The automation: When a new form submission comes in, an experiment is automatically created in ELabELN with the relevant metadata pre-filled: sample ID, requester name, requested tests, submission date. The experiment lands in the correct category, tagged and ready for the analyst to pick up.

Why it matters: The gap between “sample received” and “experiment documented” is where traceability breaks down. Eliminating that gap means every sample has a corresponding ELN record from the moment it enters the lab, with no manual transcription involved.

2. Sync New Resources to Inventory Tracking Systems

The problem: The lab tracks reagents, standards, and equipment in ELabELN’s resource database, but procurement, finance, or a central inventory system also needs that information. Someone ends up copying data between systems, or worse, the systems drift out of sync.

The automation: Whenever a new item or resource is created in ELabELN, the relevant details (name, category, quantity, storage location) are automatically pushed to your inventory spreadsheet, asset management tool, or procurement system. No duplicate entry, no version conflicts.

Why it matters: Labs that maintain accurate, real-time inventory data reorder faster, waste less, and spend less time hunting for materials. Keeping ELabELN and your inventory system in sync removes the manual reconciliation that nobody enjoys and everybody postpones.

3. Notify Your Team When New Experiments Are Created

The problem: A colleague creates an experiment that requires your review, a shared instrument, or a follow-up step from your side. You find out about it hours (or days) later when they mention it in passing.

The automation: When a new experiment is created in a specific category or with a specific tag, a notification is sent automatically to the relevant Slack channel, Microsoft Teams chat, or email distribution list. The notification includes the experiment title, category, and a direct link back to the record.

Why it matters: This is a small automation with outsized impact on lab coordination. Review cycles shorten, instrument scheduling conflicts surface earlier, and nobody has to remember to manually ping the next person in the chain.

4. Log Instrument Events from Maintenance or Calibration Systems

The problem: Instrument calibration and maintenance records live in one system (or on paper), while the experiments that depend on those instruments live in the ELN. Connecting the two during an audit means pulling records from multiple places and manually cross-referencing dates.

The automation: When an instrument completes a calibration cycle or a maintenance event is logged, an ELabELN resource entry is created or updated automatically with the event details, date, and status. The instrument’s ELN record becomes a running log that auditors can trace directly to the experiments performed on that instrument.

Why it matters: Auditors and quality teams care about one question: was this instrument in a validated state when this experiment was performed? If both records live in (or are linked through) ELabELN, answering that question takes seconds instead of an afternoon of cross-referencing.

5. Feed Experiment Data into Project Management and Reporting Tools

The problem: Lab managers need to know how many experiments were completed this week, which ones are still in progress, and where bottlenecks are forming. Getting that picture usually means exporting data, building a spreadsheet, and updating it manually.

The automation: As experiments are created and completed in ELabELN, the relevant data points are pushed to your project management tool (Asana, Monday, Trello) or directly into a reporting dashboard. Experiment status, creation dates, categories, and assigned users flow out of ELabELN without anyone building a report from scratch.

Why it matters: Lab managers who can see throughput and backlog in real time make better decisions about resource allocation and staffing. And because the data flows automatically, the reports are always current rather than reflecting whatever was true the last time someone remembered to update the spreadsheet.

Getting Started

ELabELN exposes a full REST API (v2) that supports authentication via API key, with endpoints for creating and updating experiments, items, resources, and tags. That means any tool or platform that can make HTTP requests can integrate with your ELN.

For labs that prefer a no-code approach, integration platforms can connect ELabELN to thousands of other applications without writing a single line of code. For teams with development resources, the API documentation provides everything needed to build direct integrations tailored to your exact workflow.

The workflows above are starting points. Every lab has its own version of “the thing someone has to do manually that should really happen automatically.” The goal is not to automate everything at once but to identify the handoffs where information gets stuck and clear those bottlenecks first.

If you want to explore what automation looks like for your lab, get started with ELabELN to see its integration capabilities in action.