Technology Ecosystem
Best-in-class tools.
One integrated ecosystem.
We are platform-agnostic. We work with what you already use and add capability only where it creates validated value. Technology is selected last — against process readiness and a commercial objective — never first.
What we look for in a tool
Six tests before anything joins the stack.
A tool earns its place by serving a designed system — not by being the newest or the loudest. Each candidate is measured against the same six criteria.
Ease of use
Quick for your team to adopt — capability you'll actually use, not shelfware.
Mature API
Open and ideally MCP-ready, so it connects cleanly into the engine.
Honest cost
Real value for spend — no runaway platform fees as you scale.
Functional value
Genuine capability that moves an outcome, not hype or feature-count.
Responsive support
Reliable help when it matters — a vendor that shows up.
Clear documentation
Complete and current, so implementation and handover stay fast.
Technology Ecosystem
Best-in-class tools. One integrated ecosystem.
We are platform-agnostic. The tools below are a representative selection of what we use — not an exhaustive list, and they evolve with your needs and the market. We work with what you already run and add capability only where it creates validated value.
MCP ✓ exposes a Model Context Protocol server — it plugs straight into AI agents, so we automate and orchestrate it natively. No MCP no MCP server yet. 40 of 58 tools below are MCP-ready today, and the list grows every month.
AI & LLM
OpenAI No MCP 
Claude No MCP 
Gemini No MCP 
Perplexity MCP ✓ 
Vertex AI No MCP Automation & Integration
Make.com MCP ✓ 
n8n MCP ✓ 
Zapier MCP ✓ 
Keboola MCP ✓ Data Warehouse
BigQuery MCP ✓ 
Snowflake MCP ✓ 
Databricks MCP ✓ 
Supabase MCP ✓ Business Intelligence
Power BI MCP ✓ 
Tableau MCP ✓ 
Looker MCP ✓ 
Superset No MCP 
Retool No MCP 
Plotly No MCP CRM & RevOps
HubSpot MCP ✓ 
Salesforce MCP ✓ 
Zoho No MCP 
Dynamics 365 MCP ✓ Project Management
Jira MCP ✓ 
ClickUp MCP ✓ 
Monday.com MCP ✓ Voice & Conversational AI
ElevenLabs MCP ✓ 
Deepgram No MCP 
Twilio MCP ✓ Retell AI No MCP Marketing & Paid Media
Google Ads MCP ✓ 
Meta MCP ✓ 
LinkedIn MCP ✓ 
TikTok MCP ✓ Email & Lifecycle
Mailchimp No MCP 
Klaviyo MCP ✓ 
Customer.io No MCP 
SendGrid No MCP 
Resend MCP ✓ CMS & Commerce
WordPress MCP ✓ 
Drupal No MCP 
Shopify MCP ✓ 
WooCommerce No MCP 
Magento No MCP 
Webflow MCP ✓ Headless Platforms
Astro No MCP 
Next.js No MCP 
Sanity MCP ✓ 
Storyblok MCP ✓ 
Contentful MCP ✓ Cloud & Security
AWS MCP ✓ GCP MCP ✓ 
Azure MCP ✓ 
Cloudflare MCP ✓ Engineering & Monitoring
Sentry.io MCP ✓ 
Playwright MCP ✓ 
Puppeteer MCP ✓ 
GitHub MCP ✓ Why this kind of stack
The outcomes every choice has to earn.
Never tech for its own sake. A tool joins the stack only where it measurably protects value, cuts cost or unlocks speed — fit to a designed system, owned where it counts, and measurable from day one.
Speed
Modern, edge-served stacks are sub-second. Slow surfaces cost conversion and SEO every single day.
Cost
Cut licence, hosting and per-task SaaS fees — pay for capability, not lock-in or idle enterprise tiers.
Security
Flat, edge architecture with almost nothing left to attack — fewer moving parts, smaller surface.
Ownership & no lock-in
Composable and self-hosted where it counts — you own the system, not rent someone else’s.
Measurability
Clean data and KPIs baked in — you cannot improve, automate or apply AI to what you cannot measure.
Fit to process
The right tool for a designed system — selected against process readiness, so it amplifies, not adds friction.
Selected last, not first
The right tool, for a
designed system.
We fix the process layer first, then let the right tools amplify it — connected, governed and measured. Tell us your stack and we'll show you where it's an asset and where it's friction.