Two out of three businesses invest in automation — but 82% say their automation is already becoming outdated. The problem isn't the tools. It's that nobody designed the system. You bought Zapier. Now what? That's where we come in.
You have tools. You have subscriptions. What you don't have is a system. There's a critical difference between automating a task and architecting an operation.
We study the platforms, the data, and the failure patterns so you can make informed decisions — not impulse purchases.
We're not locked into one platform. We recommend what actually fits your team, your budget, and your technical reality.
| Criteria | Zapier 8,000+ integrations |
Make Visual workflows |
n8n Open-source power |
Power Automate Microsoft ecosystem |
|---|---|---|---|---|
| Best For | Non-technical teams, quick wins | Complex visual workflows | Technical teams, AI workflows, data sovereignty | Microsoft 365 heavy orgs |
| Learning Curve | Low | Medium | Higher (dev resources needed) | Medium |
| Cost at Scale | Expensive (per-task pricing) | Moderate (per-operation) | Low (per-execution or self-host free) | Included in M365 plans |
| AI Integration | Basic AI actions | Growing AI modules | Advanced — LangChain, custom LLMs | Copilot integration |
| Data Privacy | Cloud only — data on Zapier servers | Cloud only — EU data centers | Self-host option — full control | Azure compliance framework |
| Customization | Limited to pre-built actions | Good visual logic & branching | Full code access (JS/Python) | Custom connectors available |
| MGC Approach | We evaluate your needs first, then recommend the right platform — or combination of platforms. No vendor loyalty. Just what works. | |||
A Zap isn't a system. A scenario isn't a strategy. Real automation architecture has layers — each one designed to support the next.
Before any tool is configured, every workflow is mapped end-to-end. Who touches what, when, why, and what breaks. This is where 90% of automation projects should start — and where most skip.
Connecting your tools so data flows without manual handoffs. CRM to email. Intake form to scheduling. Invoice to accounting. Every connection is documented with error handling built in.
Branching logic, conditional routing, data transformation. This is where simple automations become smart systems — routing leads by score, escalating issues by severity, triggering different workflows by data type.
Where AI supercharges your automations. Document classification, smart summarization, sentiment analysis, predictive lead scoring — all woven into existing workflows, not bolted on as afterthoughts.
Automations that fail silently are worse than no automation at all. Every workflow gets error handling, retry logic, failure notifications, and execution logging so nothing slips through the cracks.
Every automation is documented: what it does, what triggers it, what happens if it breaks, and who owns it. When someone leaves, your systems don't leave with them.
We don't just build automations. We architect systems — with a methodology that ensures every workflow is purposeful, documented, and scalable.
We map your entire workflow ecosystem — every tool, every handoff, every manual step. We interview the people who actually do the work, not just leadership. This is where we find the real bottlenecks.
Using the audit findings, we design the automation architecture — selecting platforms, mapping integrations, defining logic layers, and building the cost model. You approve the blueprint before we build anything.
We build the automations in priority order — starting with quick wins that deliver immediate value while we work on the more complex systems in parallel. Every build includes testing, error handling, and documentation.
We monitor performance, optimize workflows based on real execution data, and plan the next wave of automations. This is where architecture pays off — each new automation plugs into the existing system cleanly.
Every engagement produces a documented, maintainable automation system — plus the knowledge your team needs to own it going forward.
Visual map of every automated workflow, how they connect, what platforms they run on, and how data flows between systems. Your operational source of truth.
Fully built, tested, and deployed automations with error handling, retry logic, and monitoring — not proof-of-concepts that need "finishing."
Detailed breakdown of time saved, cost reduced, and platform expenses per workflow — so you can prove the value to leadership and justify continued investment.
Step-by-step documentation for every automation: what triggers it, what it does, what to check if it breaks, and who owns it. Written for your team, not ours.
Hands-on training for your team on monitoring, basic troubleshooting, and extending the automations we built. You own the system — we make sure you can run it.
Prioritized plan for the next wave of automations, with estimated effort, cost, and ROI for each. So you always know what to build next.
Every business has different bottlenecks. Here's how we approach the types of operations that typically engage us for automation work.
Inbound referral hits a shared inbox. Currently, a coordinator manually enters data into the EHR, checks insurance, assigns a clinician, and schedules the first visit. We build a workflow that parses the referral, pre-populates the EHR, triggers insurance verification, and queues clinician assignment — with human review only at decision points.
A signed proposal triggers: CRM deal marked "Won," project created in Notion, Slack channel spun up, welcome email sent, invoice generated in QuickBooks, kickoff meeting scheduled via Calendly. Currently, a PM does all of this manually over 2 hours. We collapse it to one automated sequence.
New lead from Zillow, Realtor.com, or website form gets instantly routed to the right agent based on zip code and property type. AI drafts a personalized response using listing data. Follow-up sequences trigger automatically based on engagement. No lead sits untouched.
Applicant submits resume → AI parses skills and experience → semantic matching scores against job requirements → top candidates flagged and ranked → recruiter reviews only qualified shortlist. All with bias-audit protocols and full transparency on scoring logic.
Automation architecture isn't for everyone. Here's who gets the most value from this engagement.
Start with a free 30-minute automation audit. We'll identify your highest-impact workflows, assess your current tool stack, and show you exactly where the bottlenecks are.
Or reach us directly: [email protected] | 410-952-2846