Process
From problem to production.
Four stages, each ending in something concrete you can look at.
Process
From problem to production.
Four stages, each with something concrete to show at the end of it.
- 01
Discover
Understand the business, systems and bottlenecks.
We map what you already run, where data stops moving and which manual steps cost the most time. The output is a shared picture of the current system — not a wish list.
- System inventory
- Process map
- Prioritized bottlenecks
- 02
Design
Plan the architecture, automation and user experience.
We decide what gets connected, what gets automated and what needs to be built. Interfaces and workflows are designed before code, so scope is agreed while it is still cheap to change.
- Integration architecture
- Workflow design
- UX direction
- 03
Build
Develop, integrate, automate and test.
Implementation happens in reviewable increments — integrations, automations and interfaces — each tested against the workflow it is meant to support.
- Working increments
- Integration tests
- Documentation
- 04
Launch & Improve
Deploy, monitor and continuously improve.
We roll out, watch how the system behaves with real usage, and tighten the parts that need it. Automation is treated as something to maintain, not something to install and forget.
- Deployment
- Monitoring
- Iteration plan
Why Automation Titans
We don't replace everything. We make it work better.
Rip-and-replace projects are expensive, slow and risky. Most of the value is in the layer between the tools you already run.
Practical
We build around real business problems, starting from the process that hurts most.
Connected
We make existing systems communicate instead of replacing what already works.
Intelligent
We use AI where it creates actual value, and conventional logic where it does not.
Scalable
We build systems that can evolve as the business changes, without a rewrite.
FAQ
Common questions
- Do we have to replace our existing systems?
- Usually not. Most projects add an integration and automation layer around the tools you already run. Replacement is only worth it when a system is actively blocking the business.
- How long does a typical project take?
- It depends on how many systems are involved and how clean their APIs are. A focused automation can be a couple of weeks; a custom application or multi-system integration runs longer. We scope this during Discover, before any build work starts.
- Can you work with our existing Frappe or n8n setup?
- Yes. We regularly extend existing Frappe applications and n8n instances rather than starting over, including custom doctypes, workflows, APIs and dashboards.
- What does it take to make our systems AI-ready?
- It starts with an access layer. We build MCP servers that expose scoped, permission-aware tools over your business data, so an assistant like Claude or ChatGPT can read real records and take defined actions instead of guessing.
- How do you handle testing?
- Functional, API, integration and workflow testing are part of the build, not a phase bolted on at the end. Automations get regression coverage so a silent connector failure does not quietly break a business process.
Have a system that needs to work smarter?
Tell us what you're trying to automate, integrate or build. We'll tell you what it would take.