Insights
Thinking, building, and learning in public. From the founders of Real Minds AI.
- AI Insights (23)
- Building in Public (5)
- Client Stories (3)
- Community (3)
- Workshops & Events (3)
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One keystroke from deregistration
A re-keying error near an ASQA deadline is existential. How AI reconciles student records across systems and flags gaps before the regulator does.
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Four minutes and a tick
Marking loads make real feedback impossible. How AI drafts first-pass feedback the educator shapes and owns – so students get a response, not a tick.
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The whiteboard at 2am
A recall is a race between a batch and a stranger’s kitchen. How AI keeps the ingredient-to-pallet thread so the trace takes minutes, not a…
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The audit that won’t add up
A year of paddock work scattered across dockets and apps has to become one clean trail. How AI threads docket to ledger as it happens.
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The row that is a person
Behind every overdue FOI request is a citizen owed an answer by law. How AI triage moves the queue while a public servant signs every…
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The roster that’s always wrong
Rostered by gut, a venue burns wages or turns customers away. How AI turns demand signals into a roster the manager adjusts and owns.
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The answer that came too late
An open RFI becomes a workaround becomes rework. How AI drafts, routes and chases the RFI so answers arrive before the concrete does.
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The rubber stamp
Nobody overcharges you once; they overcharge a little across thousands of invoices. How AI reconciles every POD and rate line so the leak becomes visible.
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Signed at lunchtime
Most lost jobs are lost on turnaround, not price. How AI does the RFQ extraction so your estimator prices while the job is still winnable.
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A good year, on paper
A year of husbandry must become an NFAS evidence pack across five systems overnight. How AI assembles the trail the crew then checks and signs.