AI Workflow Builder & Cost Estimator

How to Use the Calculator – Step-by-Step

1. 1. Select Your Trigger & Data Source – Choose how your workflow starts (e.g., Webhook, Schedule) and where the data comes from (CRM, Social Media, etc.).

   2. Define AI Processing – Check the boxes for what the AI needs to do (e.g., Summarisation, Personalisation, Classification).

   3. Choose Your Output – Specify where the processed data goes, such as updating your CRM or generating a report.

   4. Set Complexity & Volume – Define the number of steps in the chain and the expected daily volume of requests.

   5. Calculate Cost – Instantly see your monthly breakdown and the best implementation option for your specific architecture.

Result Interpretation

Platform Recommended: If your results highlight “Use Platform,” your workflow is a perfect fit for a low-code/no-code AI integrator. This offers the fastest time-to-launch (typically 2 weeks) and the lowest engineering overhead.

Build In-House: This is often recommended for high-volume, complex workflows (>7 steps) where data security and long-term IP ownership outweigh the higher initial setup costs and 8-week launch window.

Agency Recommended: If you have zero internal engineering capacity but need a complex, production-grade AI system, an agency is the most efficient choice, as they include maintenance and expert prompt engineering in their fee.

Industry Benchmarks: AI Workflow Costs

Tips to Optimise Your AI Budget

• Optimize Your Prompts: 30% of AI API costs are often wasted on inefficient prompting. Refine your instructions to use fewer tokens while achieving the same result.

• Batch Your Processing: If your workflow doesn’t need to be real-time, use “Scheduled” triggers to process data in batches, which can often be more cost-effective with certain API providers.

• Start with a Platform MVP: Even if you plan to build in-house, use a platform to validate the workflow for 1-2 months. This saves you $10k+ in wasted engineering time if the workflow needs adjustment.

• Monitor Token Usage: Use the “Monitoring & Maintenance” portion of your budget to set up alerts. One “infinite loop” in a complex workflow can drain a monthly budget in hours.