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Services

Systems that fit how your business actually runs.

Seven services. Take one to fix a single painful process, or combine them into one system. Every project starts from your workflow, not the tool.

  • INBOX
  • RETRIEVE
  • ANSWER
  • ESCALATE

AI assistants

Some work needs a system that acts across tools. Other work needs a conversation that knows when to hand off.

Actions and answers move through a defined system, and the remaining cases reach the right person.

An assistant that answers questions, finds information, and passes requests to your team.

  • TRIGGER
  • ROUTE
  • APPROVE
  • NOTIFY

Everyday tasks, automated

Handoffs, approvals, and follow-ups live in inboxes and spreadsheets.

Recover time otherwise lost to manual work, with fewer dropped handoffs.

Move enquiries, reminders, approvals, and customer updates through the right steps.

  • DESIGN
  • BUILD
  • ANIMATE
  • SHIP

Websites and online tools

A generic template site doesn't build trust or show what you can really do.

A site that feels like a product and proves capability the moment it loads.

A clear, engaging website where customers can explore, book, buy, or contact you.

  • UPLOAD
  • BRONZE
  • SILVER
  • GOLD

Bring your data together

Your analytics sit on fragile, manual data foundations.

A scalable, secure base for trusted analytics and intelligent applications.

Collect and check your business information so your reports use reliable figures.

  • PROCESS
  • SERVICE
  • UI
  • MONITOR

Software made for you

Off-the-shelf tools don't quite match how your process actually runs.

Software shaped to your process, not the other way around.

A tool built around the way your business actually works.

  • CRM
  • API
  • ERP
  • SYNC

Connect your tools

People become the integration layer between CRM, ERP, and databases.

A single connected flow instead of copy-paste between tools.

Let your existing tools share information, with checks and alerts when something goes wrong.

  • INGEST
  • EXTRACT
  • VALIDATE
  • ROUTE

Read and organise documents

Invoices, orders, and forms are processed one at a time.

Documents processed at scale with fewer manual errors.

Read key details from invoices and forms, check them, and send them to the right place.

Platform-agnostic by design

We choose the stack for the problem.

MCC is not tied to a single vendor. Projects may use OpenAI, Anthropic Claude, Google Gemini or Azure AI, with Python, FastAPI, n8n, vector databases, RAG, and the CRM, ERP and cloud tools you already run.

What to expect

What problem does MCC solve?

Repetitive, slow, or disconnected work across people, data and systems. MCC turns that into reliable systems: automation, data platforms and custom software.

Who is it for?

Operators, operations leads, and technical stakeholders who need production systems, not a slide deck.

What does MCC build?

AI agents, conversational assistants, workflow automation, system integrations, custom software, animated websites and web apps, document and data automation, and cloud data platforms.

How does it work?

Map the process, design the stack, build against real data, then deploy with monitoring.

What systems can MCC work with?

CRMs, ERPs, databases, APIs, email, BI, Azure, and the tools you already run. The stack is chosen per problem.

What should a client expect?

Clear scope, honest demos where useful, and systems that hold up in production.

What proof exists?

Case studies in data platforms, lakehouse intake, KPI automation, and logistics, plus interactive demos.

How do they start?

Describe the process that costs the most time. That is enough to begin.

Not sure which service you need?

Start with the process that's costing you the most time. We'll tell you what's automatable.