PA008
Establish standardised bot design patterns and enforce them through architecture governance before scaling automation.
CyberTRIZ analysis · Process contradiction PA008 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Faster Automation Scaling vs. Simpler Bot Architecture
Business Context. Scaling automation across the enterprise quickly often leads teams to add specialized bots and integrations ad hoc, resulting in an increasingly tangled architecture that becomes harder to understand and extend.
Process TRIZ Resolution. Rather than scaling through ad hoc additions, organizations should scale by replicating a small number of standardized bot patterns across new use cases, keeping the overall architecture simple even as coverage grows.
Applicable TRIZ Principles
Principle 6 (Universality) reuses a small set of standardized bot patterns across new use cases.
Principle 33 (Homogeneity) keeps architectural patterns consistent as automation scales.
Principle 15 (Dynamics) allows the architecture to expand along the same pattern rather than diverging with each addition.
Expected Outcome
Fast scaling
Simple, maintainable architecture
Lower onboarding time for new automation staff
Reduced architectural drift
Decision Indicators
Each new bot introduces its own unique architecture.
New automation engineers require extensive time to understand existing bots.
No standardized pattern exists for common automation types.
Architecture diagrams become outdated as soon as they are drawn.
Scaling automation has become progressively slower over time.
If several of these indicators are present, the contradiction is likely active and the Process TRIZ resolution above should be evaluated.