DAIS business architecture

DAIS business architecture An architecture diagram generated by Archify. Data team · own data products + meaning · Architecture component Data team own data products + meaning AI / service team · evaluate + operate AI services · Architecture component AI / service team evaluate + operate AI services Business team · own outcomes + decisions · Architecture component Business team own outcomes + decisions D · Data products · owned · fit · traceable · recoverable · S · Assurance across data, AI and business operations · DATA READINESS D · Data products owned · fit · traceable · recoverable DATA READINESS I · Context + exchange · mandatory ontology + contracts · S · Assurance across data, AI and business operations · INTEGRATION READINESS I · Context + exchange mandatory ontology + contracts INTEGRATION READINESS A · AI services · value · evaluation · lifecycle · adoption · S · Assurance across data, AI and business operations · AI CAPABILITY A · AI services value · evaluation · lifecycle · adoption AI CAPABILITY Frame the work · request · owner · outcome target · S · Assurance across data, AI and business operations › Business module: service / operations / finance Frame the work request · owner · outcome target Review + decide · AI assistance + human authority · S · Assurance across data, AI and business operations › Business module: service / operations / finance Review + decide AI assistance + human authority Deliver + reconcile · permitted action · confirmed effect · S · Assurance across data, AI and business operations › Business module: service / operations / finance Deliver + reconcile permitted action · confirmed effect Governance team · set policy + challenge evidence · Architecture component Governance team set policy + challenge evidence S · Assurance controls · identity · safety · release · recovery · Architecture component · APPLIES ACROSS ALL MODULES S · Assurance controls identity · safety · release · recovery APPLIES ACROSS ALL MODULES Measured business value · service · quality · cost · risk · Architecture component · COMPARE WITH BASELINE Measured business value service · quality · cost · risk COMPARE WITH BASELINE steward + publish evaluate + operate prioritize owned task tested assistance authorized work action + receipt contracts compare actual outcomes outcome + control evidence policy + oversight enforce boundary controls review + reprioritize S · Assurance across data, AI and business operations Business module: service / operations / finance

Apply within one business module

  • • Customer service, operations and finance are alternative contexts—not a single mandatory process.
  • • Select one workflow, owner, user group and set of permitted effects. Teams shown are roles, not a required organization chart.

Assess capability, then improve

  • • D: 5 practices · A: 5 · I: 5 · S: 6. Use all 21 to build the readiness profile.
  • • Outcome evidence informs named improvement decisions. Value is not guaranteed, and readiness is not deployment authority.