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. MCP ✓ preview the vendor publishes a server, but it is still in beta or preview. No MCP no MCP server yet. 53 of 102 tools below are MCP-ready today, and the list grows every month.
Discovery & Value Engineering
Google Forms No MCP 
Google Sheets No MCP AI & LLM
OpenAI No MCP GPT No MCP Codex No MCP 
Anthropic Claude No MCP Cowork No MCP 
Cursor No MCP 
Gemini No MCP 
Kimi K3 No MCP 
DeepSeek No MCP Grok No MCP 
Perplexity MCP ✓ 
Vertex AI No MCP 
LangChain No MCP LlamaIndex No MCP 
Pinecone No MCP Automation & Integration
Make.com MCP ✓ 
n8n MCP ✓ 
Zapier MCP ✓ Data Warehouse
BigQuery MCP ✓ 
Snowflake MCP ✓ 
Databricks MCP ✓ 
Keboola MCP ✓ Business Intelligence & Data Apps
Power BI MCP ✓ 
Tableau MCP ✓ 
Looker MCP ✓ 
Superset MCP ✓ 
Retool MCP ✓ preview 
Plotly No MCP 
Airtable No MCP CRM & RevOps
HubSpot MCP ✓ 
Salesforce MCP ✓ 
Zoho MCP ✓ 
Dynamics 365 MCP ✓ Apollo MCP ✓ Clay No MCP 
Stripe MCP ✓ 
Xero MCP ✓ Project Management
Jira MCP ✓ Jira Service Management MCP ✓ 
ClickUp MCP ✓ 
Monday.com MCP ✓ Voice & Conversational AI
ElevenLabs MCP ✓ 
Deepgram MCP ✓ 
Twilio MCP ✓ Twilio Flex No MCP Twilio Verify No MCP Twilio Programmable Messaging No MCP Twilio Voice No MCP Twilio Functions No MCP Twilio Studio No MCP 
3CX No MCP 
Asterisk No MCP 
Pipecat No MCP Retell AI No MCP Marketing & Paid Media
Google Ads MCP ✓ 
Meta Ads MCP ✓ preview 
LinkedIn Ads No MCP 
TikTok Ads MCP ✓ 
Microsoft Ads No MCP Email & Lifecycle
Mailchimp No MCP 
Klaviyo MCP ✓ 
Customer.io MCP ✓ 
SendGrid No MCP 
Resend MCP ✓ 
Mailjet No MCP 
Mailgun No MCP CMS & Commerce
WordPress MCP ✓ 
Drupal No MCP 
Joomla No MCP 
Shopify MCP ✓ 
WooCommerce MCP ✓ preview 
Magento No MCP 
Craft CMS No MCP 
Webflow MCP ✓ Sitecore No MCP 
BigCommerce No MCP Headless CMS
Sanity MCP ✓ 
Storyblok MCP ✓ 
Contentful MCP ✓ 
Strapi No MCP 
Payload No MCP Web Frameworks
Astro No MCP 
Next.js No MCP Cloud & Infrastructure
AWS MCP ✓ GCP MCP ✓ 
Azure MCP ✓ 
Cloudflare MCP ✓ Cloudflare Workers AI MCP ✓ 
DigitalOcean MCP ✓ 
Supabase MCP ✓ 
Docker MCP ✓ 
Terraform MCP ✓ Infisical MCP ✓ 
AWS Lambda No MCP Google Cloud Functions No MCP 
Apache OpenWhisk No MCP Engineering, Testing & Monitoring
Sentry.io MCP ✓ 
Playwright MCP ✓ 
Puppeteer No 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.