When Should You Automate Your Business Workflows? A Practical Guide
Not every manual process needs automation. Learn how to identify which workflows will give you the best ROI and avoid costly mistakes.
Boutique team of senior engineers with 20+ years combined experience delivering AI workflows, copilots, internal tools, and fast MVPs.
Practical AI and software that integrates with how your team works.
Automate repetitive tasks and eliminate copy-paste work.
Private AI assistants that answer, draft, summarize, and retrieve.
Build internal tools that unify data and improve visibility.
From idea to working V1 so you can validate with real users.
Need to test an idea or ship an MVP quickly without hiring a full in-house team or dealing with a big slow agency.
Teams stuck in spreadsheets and manual processes, wanting to automate work and modernise internal tools.
Marketing, design, and consulting agencies that need a reliable AI & engineering partner to deliver client projects.
AZCorp
A configurable rule engine that replaced manual, inconsistent routing decisions.
Manual routing work cut by 50%
T Consulting
A custom reverse proxy for reliable routing, access control, and observability.
40% fewer routing incidents, 99.3% request success rate
YesYoga
AI automations built around the team's real workflow using MCP.
~11 hours per week saved on repetitive admin
"We brought him in to help us make sense of a messy automation and routing setup, and he was able to simplify it quickly without over-engineering the solution. The custom rule engine he built gave us a lot more control over how requests were handled, and it reduced the amount of manual intervention from our team by around 55%. What stood out most was that he understood the business problem first, then built the technical layer around it."
Jatin Kumar
AZCorp
"He helped us build a custom reverse proxy setup that solved a very specific operational problem for us. It handled authentication, routing, logging, and edge-case behavior in a way our off-the-shelf tools couldn't. The result was a more reliable system, fewer support escalations, and a much cleaner internal workflow. We saw response times improve by roughly 30% and reduced recurring technical issues by about 40%."
Matt Wall
T Consulting
"We needed automation that could actually fit into how our team worked, not just another tool we had to manage. He helped design and implement AI workflows that connected several moving parts across our systems. Within the first few weeks, we were saving around 12 hours per week on repetitive internal tasks. He was practical, responsive, and very good at translating vague requirements into something that worked."
Richard Dizerga
"He's good at building the first real version of a product. Not just a prototype that looks nice, but an MVP that connects the frontend, backend, automation, and user flows properly. That made it much easier for us to test the idea and decide what to build next."
Xander Vandan Hoven
Senior engineers — previously at
A simple, senior-led process focused on fast iteration and clear communication.
We map your workflows, goals, and constraints, and identify the highest-ROI opportunities.
We design user flows, data flows, and a simple prototype so everyone aligns on what we're building.
We build in small, reviewable chunks with regular check-ins so you can see progress and give feedback.
Once live, we refine based on real usage and support your team as they adopt the new tools.
We're a boutique engineering studio of 2–4 senior developers with over 20 years of combined experience building real products — internal tools, dashboards, and full SaaS platforms. We focus on picking the right problems to automate, using sane technologies, and shipping something useful fast.
Combined experience
Shipped to production
And full-stack expertise
Practical guides on AI automation, workflow optimization, and product development
Not every manual process needs automation. Learn how to identify which workflows will give you the best ROI and avoid costly mistakes.
Everyone is building "AI assistants" but they're not all the same. Learn the key differences and which approach fits your use case.
We've built 20+ MVPs. Here's what actually determines your timeline and where teams waste the most time.
Everything you need to know about working with us
Most projects are delivered within 4-8 weeks. Simple automations can be done in 2-3 weeks, while complex MVPs might take 8-12 weeks. We'll give you a clear timeline after our discovery call.
We work across industries including B2B SaaS, agencies, professional services, e-commerce, and FinTech. What matters most is whether we can deliver meaningful value to your specific workflows and challenges.
All projects include a 2-week post-launch support period for bug fixes and minor adjustments. After that, we offer flexible ongoing support retainers or project-based enhancements based on your needs.
You own 100% of the code and IP we create for your project. We sign NDAs as standard and can work within your existing security and compliance requirements.
We typically work on fixed-price project basis after scoping your needs. For ongoing work, we offer monthly retainers. Pricing depends on scope and complexity, but most projects range from $10k-$50k.
We use modern, proven technologies: React/Next.js for frontend, Node.js/Python for backend, PostgreSQL/MongoDB for databases, and leading AI APIs (OpenAI, Anthropic). We choose the right tool for your specific needs.
Tell us what's slowing your team down or what you want to build — we'll help you map a practical, fast way forward.
Book a free 30-minute call →No sales script. Speak directly with a senior engineer.