Practical notes on pilot delivery, data rhythms, and internal knowledge for Australian SMEs. Pilot-first consultancy perspective from Yarli Data in Sydney, delivered Australia-wide.
25 May 2026
Define review cadence for your pilot, then lock a weekly or fortnightly rhythm with demos, exceptions, and written acceptance sponsors can sign off.
Read article: What is review cadence? A guide for Data and AI pilots
26 May 2026
Turn each pilot slice into checkboxes sponsors can sign off: inputs, outputs, errors, and notifications before scope creeps.
Read article: Written acceptance for AI pilot slices: a practical checklist
26 May 2026
Pick a review rhythm your team can keep: dependencies, sponsor availability, and how fast data and permissions change.
Read article: Weekly vs fortnightly pilot reviews: how to choose
26 May 2026
Demos on laptops or toy data hide auth and PII gaps. Staging should reflect production roles before sponsors sign off.
Read article: Why pilot demos need a staging tenant that mirrors permissions26 May 2026
Where drafts need approval, what gets logged, and how frontline staff override automation before customers see output.
Read article: Human-in-the-loop gates for customer-facing AI14 May 2026
The hygiene pass we run before wiring CRM, documents, or tickets into retrieval or automation.
Read article: Data quality before models: a practical checklist
25 May 2026
How often feeds refresh, quality checks run, and golden scenarios replay — and how that pairs with delivery review cadence in a pilot.
Read article: What is data cadence? Refresh, quality, and review rhythms for operations26 May 2026
Merge rules, ownership, and duplicate creation habits to address before retrieval or workflow automation amplifies CRM noise.
Read article: CRM deduplication before automation: what to fix first
14 May 2026
Sources, access, and guardrails to stand up a trustworthy internal Q&A layer without turning into shadow IT.
Read article: Grounding your internal knowledge pilot26 May 2026
Mirror real roles, block sensitive fields, and prove who can see each answer before you widen the corpus.
Read article: Access control checklist for internal Q&A pilots26 May 2026
Separate identifiers from narrative fields, set retention for logs, and get legal sign-off before indexing mailboxes or attachments.
Read article: PII boundaries for document retrieval pilots