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Right Tool for the Job

We choose technology based on your needs, not trends. Speed, reliability, or maximum customization — you decide the priority.

Development Approaches

Two paths to automation. Both proven. Choose based on project goals.

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N8N Platform

Rapid prototyping & visual workflows

Best For:

  • Quick MVP and proof-of-concept projects
  • Standard integrations (Klaviyo, Slack, Shopify, etc.)
  • Internal tools where speed matters more than optimization
  • Projects that may need frequent workflow adjustments

Advantages:

  • • 1-2 week development time vs. 4-6 weeks with code
  • • Visual interface makes debugging transparent
  • • Pre-built connectors for 400+ services
  • • Easy to modify and extend later

~70% of our projects start with N8N for speed and flexibility

Custom Code

Maximum performance & control

Best For:

  • High-volume operations (1000s of requests/day)
  • Complex data processing and transformations
  • Custom integrations with legacy systems
  • Production systems requiring maximum reliability

Advantages:

  • • 5-10x faster execution for intensive tasks
  • • Complete control over every aspect
  • • Better error handling and recovery
  • • No platform limitations or vendor lock-in

We often migrate from N8N to code as projects scale

Parameter N8N Platform Custom Code
Development Speed 1-2 weeks 4-6 weeks
Performance Standard Highly Optimized
Initial Cost Lower Higher
Flexibility Platform-limited Unlimited
Maintenance Easy Requires developers

AI Models We Use

The top 3 models handle 95% of business tasks

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ChatGPT (OpenAI)

Best for structured tasks, analysis, and consistent formatting. Industry standard.

Claude Logo

Claude (Anthropic)

Excels at creative writing, nuanced content, and following complex instructions.

Google Gemini Logo

Gemini (Google)

Strong with multimodal data (text + images), multilingual content, and Google integrations.

We Mix & Match

Many projects use 2-3 different models. Claude for creative copy, GPT for data analysis, Gemini for image understanding. We choose based on task requirements, not loyalty.

Client Interfaces

How your team interacts with AI agents

OpenWebUI

ChatGPT-like interface deployed on your server. Perfect for internal AI assistants and knowledge bases.

  • Familiar chat interface
  • Multiple AI models access
  • Zero training required

Custom Dashboards

Tailored admin panels with role-based access, reporting, and workflow management. Built exactly for your process.

  • Branded interface
  • Role-based permissions
  • Integrated analytics

Maximum Privacy: On-Premise LLM

For industries with strict data requirements, we can deploy open-source models on your infrastructure. No data leaves your servers.

Considerations:

  • Requires powerful GPU infrastructure ($$$)
  • Open-source models lag behind GPT-4/Claude in capability
  • Ongoing maintenance and model updates needed

We recommend commercial APIs for most use cases. Cost-benefit usually doesn't justify on-premise unless regulatory compliance requires it.

Discuss Your Requirements

Not Sure Which Approach?

We'll help you choose based on budget, timeline, and technical requirements.

Get Technical Consultation