What was actually built
Five systems without case-study theatre: the original problem, operating logic, current stage, and inspectable evidence. Client data and private endpoints are deliberately excluded.
A scheduled pipeline collects and normalizes hospitality and food-company signals in Estonia, Latvia, and Lithuania, deduplicates against Salesforce, caps uploads, and reports every run.
Production pipeline · multiple public and commercial sources · PostgreSQL · dashboard · backups
A browser call flow records with consent, verifies signed webhooks, transcribes multilingual audio, creates an English working version, scores a checklist, and prepares a manager note.
Working MVP · Twilio · multilingual transcription · coaching score · manager review
One system connects approved strategy documents and real assets to localized drafts, reusable templates, scoped review, an operator dashboard, and controlled publication preparation.
Production · 65 knowledge documents · 216 media assets · 10 strategy documents · PostgreSQL API
A reproducible pipeline combines volume, profitability, and lifetime signals into explicit ABCD scores and aggregates related buyers into a single commercial view.
Reproducible local pipeline · explicit formulas · client aggregation · reviewable outputs
Three learning streams—leaders, managers, and executives—feed one governed project portfolio. Each application receives a business owner, technical operator, repository, runtime, logs, cost visibility, and an acceptance gate.
3 learning streams · 12 leaders · 27 active projects in the current index · 363,654 transcript words studied