How we turn messy stacks into operational systems
We work with companies whose growth is being slowed down by a fragmented stack: website, tracking, CRM, forms, automation, data, and AI that don’t quite work together.
Best fit
- ✓ Heads of Digital, E-Commerce, and Operations who need implementation, not slide decks
- ✓ Teams with website, CRM, tracking, and automation complexity that has become operational drag
- ✓ Companies that want an external engineering partner instead of building a full internal systems team
The delivery model
Clear phases, controllable scope, visible progress. No consulting theatre.
Architecture & priority mapping
We review the current stack, identify the bottlenecks, and decide what should be fixed, rebuilt, or simplified first.
- ✓ Website / store / CMS review
- ✓ Tracking, attribution, and event baseline review
- ✓ CRM, Mautic, n8n, forms, and handoff review
- ✓ Constraints, dependencies, and rollout sequence
Execution sprints
We implement the highest-leverage system changes first — with clear scope, staged delivery, and measurable outputs.
- ✓ Headless/frontend performance improvements
- ✓ Landing pages, forms, and funnel infrastructure
- ✓ Tracking and attribution fixes
- ✓ Mautic + n8n workflows and integrations
Data, automation, and AI enablement
Once the foundation is clean, we connect the operational layer: data pipelines, workflow logic, and practical AI use cases.
- ✓ Supabase / Postgres foundations where needed
- ✓ Agent and workflow orchestration via n8n
- ✓ Operational automations instead of brittle demos
- ✓ System documentation and internal enablement
Operate, monitor, and improve
We stay close enough to keep the system stable and useful, instead of letting it decay after launch.
- ✓ Monitoring and incident handling
- ✓ Iteration on UX, flows, and performance
- ✓ Clean handovers and documentation
- ✓ Ongoing buildout when new bottlenecks appear
Not what we’re for
Want a clear recommendation for your stack?
Start with the Digital Architecture Decision Memo. We use it to define the right sequence: what to fix, what to build, and what to ignore.