TOOT / TECHNOLOGY
Technology
Engineering decisions illustrated by actual products and projects, rather than a list of fashionable technologies.
Technology
02Local versus managed-cloud AI
Choose inference and deployment according to the actual system, not a blanket claim that all AI is private or local.
Architecture principles from product recordsTechnology
03AI extraction versus deterministic checks
Keep interpretation separate from explicit business-rule verdicts.
DICE product workflowTechnology
04Agent configuration and asynchronous processing
Structured agent playbooks, background workers and published customer-facing conversations.
TACA documented architectureTechnology
05Structured data and enterprise integration
Connect natural-language interfaces to inspectable enterprise queries while respecting system-of-record boundaries.
SAP demo and MRP initiativeTechnology
06Arabic and English language engineering
Bilingual interfaces and Arabic NLP research require careful attribution and evaluation.
Published research and product descriptionsTechnology
Provenance, review and human approvals
Make generated outputs reviewable and keep explicit approval gates where the workflow requires them.
Documented across multiple workflows