ETLR

5.0(18 reviews)

AI workflows as code, deployed in minutes.

Freemium

ETLR Overview

What is ETLR?

ETLR is an AI workflow automation tool enabling users to create, version, and deploy workflows using YAML. Implemented with a 'workflows as code' approach, it provides a straightforward way to manage AI workflows without the need for UI manipulation. ETLR comes with built-in version control for workflows, making tracking changes and rolling back updates effortless. By deploying workflows with a single command, developers can avoid the tedious configuration of infrastructure - making the tool a timesaver. It integrates with various tools like OpenAI, AWS, Slack, Python, and more, enhancing its functionality. Further, it offers notable features such as real-time metrics, structured logs, step-by-step execution traces which provide complete visibility into workflow execution. ETLR also supports Python-transform at ease, discarding the need for 3rd party scripts. The robust error tracking system helps in easy debugging whenever required. Also, ETLR enterprise users get the luxury of dedicated support and SLA guarantees. Lastly, the pricing strategy is simple and credit-based, where one credit equals one workflow execution. Help other people by letting them know if this AI was useful. Add your own prompts and outputs to help others understand how to use this AI.

Screenshot gallery

ETLR screenshot

Pros & Cons

Pros

  • YAML for workflow creation
  • Code-based workflow automation
  • Version history tracking
  • Change and upgrade models seamlessly
  • Git-friendly interface
  • Workflows as code
  • Google Gemini integration
  • AWS integration
  • Slack integration
  • Python integration
  • Built-in metrics
  • Structured logs for visibility
  • Execution traces for details
  • Automatic error detection
  • Accept HTTP webhooks
  • Transform data with Python
  • Forward processed data
  • Enterprise Support
  • SLA Guarantees
  • Credit-Based Pricing
  • One command deployment
  • Integrated version control
  • Python-Transform supported
  • Automatic error tracking
  • Step-by-step execution traces
  • Robust debugging support
  • Workflow roll-back capability
  • Supports production-ready observability
  • Real-time performance tracking
  • Track changes, review in PRs
  • Store workflows in repo
  • Automatic versioning
  • One-Click Rollback
  • Detailed logs for steps
  • Automated error detection
  • Manual Python functions
  • Simple, transparent pricing
  • Dedicated support for enterprise
  • Time-stamp and unique IDs addition
  • Webhook accept from any source
  • Custom code transformation
  • Data forwarding to external services
  • Health Monitoring
  • Can schedule health checks
  • Handle non-200 responses
  • Alerting via Discord
  • Customization of workflow parameters

Cons

  • Limited UI interaction
  • YAML-only workflow creation
  • No drag-and-drop convenience
  • Credit-based pricing model
  • No credit rollovers
  • Complex for non-developers
  • Limited enterprise customization
  • Only Python support
  • Enterprise tier required for SLA guarantees
  • Exclusively code-focused: less accessible

A Professional Framework to Evaluate ETLR

When considering ETLR for integration into your organizational workflow, we recommend deploying a structured score card across three critical operational pillars: Security & Compliance, Integration Friction, and long-term Price Scalability. Rather than looking only at basic feature lists, modern procurement teams must assess how a software platform behaves under high load and how well it fits into the team's data security guidelines.

1. Security and Database Compliance

Depending on your operating region and field, ensure that ETLR supports standard security layers such as SOC 2 Type II certifications, GDPR compliance, or HIPAA-compliant database encryption. If the tool connects directly to client database tables or handles user passwords, verify that they implement multi-factor authentication (MFA), single sign-on (SSO) integrations, and end-to-end data encryption in transit and at rest.

2. API Coverage and Custom Integrations

Siloed data is the primary cause of operational friction. Evaluate if ETLR has native connectors for your current project trackers, messaging hubs, and customer communication channels. For custom developer requirements, check if they provide a fully documented REST API with reasonable rate limits, comprehensive Webhooks support, and robust SDK packages in your language. A flexible API layer saves hundreds of hours of manual copy-paste overhead.

3. Total Cost of Ownership (TCO)

SaaS pricing packages are often deceptively simple. When reviewing ETLR's billing structure, map out your team's projected expansion over the next 12 to 24 months. Determine how costs scale as your customer database increases or as you add team members. Factor in setup costs, mandatory support plan upgrades, API access fees, and storage overage rates to understand the true cost before committing to a contract.

By combining verified user reviews from our directory with internal workflow pilot tests, your procurement team can make an informed decision that drives productivity without creating capital waste.

Features of ETLR

  • API
  • Workflows As Code
  • Workflow As Code
  • Code Based Workflow
  • Execution Trace
  • AI Workflow Automation
  • Free + From $27/Mo

SaaS1to10 verified reviews for ETLR

Overall rating

5.0

Based on 18 reviews

5.02 weeks ago

Review

This isn’t quite ready for primetime

Brin Londo

5.02 weeks ago

Review

I just used for a couple of scientific tasks and its output was as good as ChatGPT 4 and Gemini Pro. This is an interesting tool and I will be exploring it further

Farooq Rathore

5.02 weeks ago

Review

Great tool, offers a lot of data story suggestion and detailed charts.

Lotfi Bokhari

5.02 weeks ago

Review

Nice good better than before

Rehankhan Shamim

5.02 weeks ago

Review

I work on the @Tendem team, so take this with that context — but I also use the product constantly for my own work. I've used @Tendem to research AI directories — finding relevant ones, pulling submission requirements, organizing everything into a spreadsheet I could act on. I've also used it for copy edits — sending over drafts and getting back tightened, polished versions without going back and forth with a prompt ten times. The thing that keeps me coming back is how little I have to think about the handoff. I describe what I need, send it, and move on to something else. It's slower than getting a ChatGPT response, sure. But I get something finished — not a starting point I still need to rework. When you use AI tools for this kind of work, you trade waiting time for cleanup time. @Tendem flips that. I'd rather wait and get a result I can use than get a fast draft I have to fix myself.

Vladimir Gromozdin

5.02 weeks ago

Review

Purely magic. It increases the productivity by a lot and the process is pretty addictive. I've been building websites like there's not tomorrow.

Geo Burlibasa

5.02 weeks ago

Review

@Base44 is an AI-powered platform for building fully-functional apps with no code and minimal setup hassle. The platform leverages advanced AI technology to translate simple, natural language descriptions into working apps. Let’s make your dream a reality. Right now.

Daniel Edri

5.02 weeks ago

Review

Can’t use it without an invite code.

Steven

5.02 weeks ago

Review

Absolutely in love. I could create my own custom AI and shared it with my colleuges to get instant support from me, i mean digital AI of me :)

Derek W.

5.02 weeks ago

Review

They nailed it. It’s better than 3.7 at coding.

Tealgreen

5.02 weeks ago

Review

The most humanly AI i have used so far but the problem is as soon as you start piling up messages in single chat session , it starts getting slow and at some point it starts freezing and also uses a lot of resources. For time being its okay to do 3 4 messages but as soon as we continue it has messages limitation and also starts getting very very slow . For the price of £18 per month this is unacceptable and with the newly introduced feature called project, if we start new chat within the project we cannot continue with the context we provided in other chats within same project. There are lot of improvements for them to work on. And to start with the its speed and its price

Bibash Katel

5.02 weeks ago

Review

Reducing manual efforts in first-pass during code-review process helps speed up the "final check" before merging PRs

Sahil Mohan Bansal

5.02 weeks ago

Review

Very interesting

Béatrice Duval

5.02 weeks ago

Review

Went from a C to an A in Cognitive Psychology using @Thea!!

Sarah White

5.03 weeks ago

Review

I've known @WebFill for a while, I use it almost every day, the interface is pretty good, what I like the most is that it solves any MCQ. Congratulations on the launch!

Takata 54

5.03 weeks ago

Review

I’ve added the newest OpenAI models to @n8nChat! - gpt-4.1-nano - gpt-4.1-mini - o4-mini - gpt-4.1 - o3 This update is currently live in the Firefox version, however the Chrome version is still pending Google approval for the update.

Cameron Wills

5.03 weeks ago

Review

@BotDojo is one of the most powerful AI Agent builders I've found out there. As a non-technical marketer, it took me a minute to get familiar with the designer, but using the preexisting templates is super helpful! I am now running outreach 100% on autopilot. @BotDojo personalizes the copy for each contact we reach out to by email and LI. It also takes care of the drip campaign that I run through Lemilist. LOVE IT! I really hope to see more templates coming up soon!

Antoine Vial

5.03 weeks ago

Review

Looks like an interesting project with complete focus on ease of use and no-code environment! 🤩 #NoCode #Project #Software #Development #EaseOfUse

Ameya Joshi

Pricing

Starting Price

Free plan available

Free tier available with optional paid upgrades.

Where can ETLR be deployed?

  • Cloud, SaaS, Web-Based

Recommended for you