/ platform · automate
Automation built on understanding.
A workflow engine executes the steps you give it. It does not know what the data means, what the target system expects, or what changed since you built it. Inferrex does.
/ the problem
A workflow engine executes the steps you give it.
It does not know what the data means, what the target system expects, or what changed since you built it. Every assumption about the systems involved is re-made inside each workflow, privately, and never checked again.
/ the loop
Trigger → Understand → Check → Decide → Transform → Execute → Verify → Heal.
Every step draws on the same comprehension.
Trigger
An event arrives, or a schedule fires.
Understand
Resolves what the payload actually is.
Check
Tests it against the target schema before anything is sent.
Decide
Routes on meaning rather than on string matching.
Transform
Derived from the canonical mapping.
Execute
Acts.
Verify
Confirms the result.
Heal / escalate
Repairs what it can and escalates what it cannot.
/ examples
Three examples.
1. Customer lifecycle automation. A new customer is created in the CRM. Inferrex resolves the record against the canonical customer concept, checks the billing platform and the support desk for existing matches, transforms the payload for each target, executes, then verifies that the resulting records agree. Where a required field has no source, the workflow escalates with the specific gap named.
2. API-change response. A vendor ships a new version. Inferrex re-comprehends the specification, compares it to the previous understanding, and identifies which fields moved, which changed type, which were removed and which workflows touch them. The affected automations are flagged before they fail, with the repair proposed.
3. Data-quality quarantine. A record arrives with a value that does not match the canonical type or the target's constraints. It is held rather than written, with the specific field, the expected shape and the observed value recorded. Nothing downstream is corrupted while the exception is resolved.
Most workflow engines automate actions. Inferrex automates actions against technology it already understands.
Bring a workflow that keeps breaking when something upstream changes.
That is where the difference between acting on a field name and acting on a meaning shows up in a week rather than a quarter.