The work
What we shipped. Honestly.
We don’t deal in hypothetical whitepapers. This index catalogues deployed, institutional-grade AI implementations. Each study details the architectural decisions, the friction encountered, and the measured operational delta — clearly documented.
Built for your industry
Pick a sector to see the work that fits.
Sectors with no published work yet are marked "soon". We’re publishing one new engagement per month through 2026.
Invoice triage for an ASX-listed wealth advisory firm
38 hrs
saved / month
A$0.02
cost per run
26×
faster per file
Knowledge assistant for a top-10 AU commercial law firm
29 min
saved / task
A$0.04
cost per query
2.6×
faster research
Copilot adoption for a national allied-health network
4.5 hrs
saved / week / person
—
no per-run cost
5.9×
lift in daily usage
Discharge-summary automation for a private hospital group
18 min
saved / discharge
A$0.12
cost per summary
5.5×
faster drafting
Predictive maintenance for a mid-market AU manufacturer
341 hrs
downtime avoided / yr
A$1.40
per asset-day
62%
less unplanned downtime
Workpaper-review accelerator for a Big-4 AU audit team
29 hrs
saved / audit
A$240
cost per audit
4.2×
faster review
Auto-grading assistant for an RTO with 12,000 learners
13 min
saved / submission
A$0.06
cost per assessment
3.6×
faster grading
Subcontractor-compliance tracker for a tier-2 AU builder
12 hrs
saved / week
A$0.42
cost per document
7×
less HSE-officer time
Site-notes → priced quote for a commercial-trades contractor
3.5 hrs
saved / quote
A$0.60
cost per quote
270×
faster turnaround
Appointment-intake triage for a national GP clinic chain
2.5 min
saved / call
A$0.08
cost per call
2.7×
faster triage
KYC document classification for a mid-market AU bank
3.85 hrs
saved / file
A$0.18
cost per file
27×
faster end-to-end
Research-grant scoping agent for a Go8 university
6 hrs
saved / researcher / round
A$0.40
cost per match
9×
more researchers covered
Forecast-anomaly explainer for a national distribution group
11 hrs
saved / week
A$0.22
cost per SKU-week
4.7×
less analyst rework
Compliance scorecard automation for an ASIC-licensed financial advisory
79 days
saved / year
A$1.42
cost per file
8×
faster review
Tax-return first-draft automation for a mid-tier AU accounting practice
61 min
saved / return
A$0.34
cost per return
5.4×
faster prep
How we write these
Anonymous clients. Named outcomes.
Every case study is reviewed by the client before publication. Identifying details (firm name, exact figures, named systems) are obscured. The pattern is real.
What we did.
The technical and operational decisions. Architecture choices. Tool selection. Where we cut scope and where we held the line.
What we'd do differently.
Always at least three things. We don't ship case studies that pretend the engagement went perfectly. It never does.
What we didn't do.
The choices we declined. The fine-tunes we didn't deploy. The platform migrations we resisted. Restraint is half the work.
Want to be the next case study?
Two weeks. Senior-led. Fixed fee. Four deliverables. You walk away knowing what to ship — whether you hire us for the build or not.