Most teams don’t actually have an automation problem — they have a model problem. Organizations are still building workflows as if business processes move in clean, predictable steps. But modern operations don’t work like that anymore. Today, decisions depend on a constant stream of signals coming from apps, APIs, identities, data platforms, and people — all happening at once. The traditional workflow model simply can’t keep up with this level of complexity and speed. What follows is a hidden slowdown. One flow calls another, which calls an API, which triggers something else entirely. On the surface, it looks automated. Underneath, delays stack up across every handoff. The more you scale, the slower the system actually becomes. In this episode, we break down:
- Why workflow-first thinking creates automation debt
- How event-driven orchestration reduces decision latency
- Where Power Platform APIs change the architecture
⚠️ THE OLD MODEL IS BREAKING: WORKFLOWS OPTIMIZE STEPS, NOT TIME
The traditional workflow model is built around sequences. Something triggers, a chain of steps runs, and eventually, the process completes. This worked in slower, predictable environments where the goal was simply to ensure each step executed correctly. But that’s not the reality anymore. Modern business demands immediate reaction:
- Security alerts can’t wait
- Transactions trigger downstream dependencies instantly
- Decisions must happen in real time
The real issue isn’t whether a workflow finishes — it’s how long it takes to respond. What goes wrong:
- Logic gets layered into complex branching
- Multiple teams own different parts of the flow
- Delays accumulate across connectors, retries, and approvals
Individually, these delays seem small. Together, they create serious operational drag.
🧠 THE REAL PROBLEM: DECISION LATENCY
Instead of focusing on workflow completion, we need to focus on decision latency — the time between an event happening and the correct action starting. Hidden delays include:
- API response lag
- Queue wait times
- Connector throttling
- Human approval bottlenecks
Average performance hides these issues. The real cost sits in the long tail (p95 latency), where delays compound and impact the business most. 🔗 WHY WORKFLOWS CREATE AUTOMATION DEBT As workflows grow, they turn into fragile chains of dependencies.
- One flow triggers another
- Ownership becomes unclear
- Logic gets buried in nested conditions
- Small changes create unpredictable side effects
What looks like centralized control is often just hidden complexity. The outcome:
- Slower change cycles
- Increased risk of failure
- Poor visibility into real system behavior
🚀 THE NEW MODEL: EVENTS AS THE BUSINESS API LAYER
The shift is simple but powerful:
👉 Stop asking: “What happens next?”
👉 Start asking: “What just happened?” An event represents a meaningful business moment:
- IncidentDetected
- UserProvisioned
- InvoiceSubmitted
Instead of driving a sequence, events broadcast a fact that multiple systems can react to simultaneously. Key advantages:
- Parallel processing instead of sequential delay
- Clear ownership per reaction
- Smaller, more maintainable logic units
🔧 HOW POWER PLATFORM CHANGES THE GAME
Modern Power Platform capabilities enable this shift from workflows to orchestration. Key architectural changes:
- Dataverse business events → represent confirmed business facts
- Custom APIs → expose reusable logic at the edge
- Native connectors → reduce overhead and latency
- Event-driven patterns → enable cross-system orchestration
Why this matters:
- Fewer API calls
- Lower throttling risk
- Faster response times
- Cleaner system boundaries
🏗️ WHAT TO ENDORSE (NEW BEST PRACTICES)
✅ BUILD FOR SCALE AND CLARITY
- Use managed identities instead of user-owned connections
- Define and maintain an event catalog
- Design small, focused handlers (one event → one reaction)
- Track end-to-end event latency, not just flow runs
🚫 WHAT TO RETIRE (OLD PATTERNS)
❌ AVOID THESE ANTI-PATTERNS
- Polling-based integrations
- Long-running “mega flows”
- Centralized orchestration logic
- Hidden business rules inside workflows
If your logic lives inside one massive flow, it doesn’t scale — and it hides risk.1
🧭 HOW TO START WITHOUT BREAKING EVERYTHING
You don’t need a full rebuild — start small and strategic.
STEP-BY-STEP:
- Identify one process where latency matters
- Map the real workflow (including hidden delays)
- Define key business events
- Replace one large flow with:
- Event publication
- Small, focused reactions
KEY RULE:
- No new cross-system logic inside a single flow
Use a strangler pattern:
- Introduce events gradually
- Replace parts of the system over time
- Retire legacy flows once stable
🧠 FINAL TAKEAWAY
Business doesn’t move in steps — it moves in moments. Workflow-based automation is failing because it tries to control sequences instead of enabling fast reactions. The shift:
- From workflows → to events
- From sequences → to orchestration
- From control → to clarity and speed
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