orient
Pricing, with direction
Australia-wide rental pricing for operators

orient: a data-driven brief on what to charge rent,
where and why.

orient turns a single address into a defensible weekly rent. Two outputs, same engine: the Pricing Brief - a one-page snapshot with comps, medians, and a market context line in under ten seconds - and the Pricing Deep Dive, the long-form position document for board papers, IC memos, and refinance binders.

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Sample Pricing Brief
$675/wk
Band $640 - $710 · Confidence: medium · 12 comps
Suburb 2br median is $640/wk. Recommendation sits 5% above the median. Tight market: median days on market is 14.
PropTrack + on-market REA · last 21 days
How the engine works

Five data inputs. Eight steps. One defensible band.

Every dollar that appears on a recommendation ties back to a row in the underlying market data. Nothing the engine outputs is generated from a language model’s imagination - the narrative composer is allowed to use only numbers the data layer has already vouched for. If a number isn’t on the verified list, it doesn’t appear.

The data the engine reads
Live rental cohort
Active comparable listings in the suburb and catchment, refreshed daily. Bedroom-matched. Quality-filtered.
BTR competitor offerings
Operator-site effective rents (headline minus incentive), cross-checked against the same units on the public portals.
Suburb by-bedroom medians
The conservative anchor when the comparable set is thin.
Visual quality scoring
Every listing scored against a 10-band photo rubric by computer vision, so the engine compares like-for-like instead of stapling a luxury asset onto a value-tier comp.
Scarcity index
An 8-signal composite that resolves the local market to one of five bands, from Acute through Glut. Drives how aggressively the engine leans into pricing power.
The eight steps
  1. 01
    Pull the cohort
    Active listings in the suburb and catchment, matched to the subject’s bedroom count.
  2. 02
    Filter
    Drop wrong-bedroom, drop unknown-bedroom, drop comps outside the quality gate. The audit trail of what was dropped and why is shown on the Brief.
  3. 03
    Build three anchors
    A quality-adjusted comparable anchor. A by-bedroom suburb median. A BTR competitor effective-rent average.
  4. 04
    Blend
    A weighted blend of the three anchors produces the base band. Weights are configurable per asset class without a code deploy.
  5. 05
    Tilt for scarcity
    An asymmetric multiplier pushes pricing up in tight markets faster than it concedes ground in soft markets. The doctrine: never sell down hard, never sell up timidly.
  6. 06
    Set the floor and the band
    A defensible band is drawn around the tilted midpoint and rounded to a clean dollar step. Current contracted rent is a hard floor - no reductions below sitting rent without an explicit override.
  7. 07
    Apply operator positioning
    A premium operator with scarce inventory can elect to anchor at or slightly above the cohort ceiling for a period driven by scarcity, then soften toward the defensible base over a window calibrated to the local market. The defensible base is a hard floor for this overlay too.
  8. 08
    Compose the narrative
    A short, citation-grounded paragraph explaining the recommendation. Every dollar amount is verified back to the inputs. No fabrication is permitted.
What makes the engine different

Evidence-driven. Operator-aware. Mathematically forbidden to make things up.

Two outputs, same engine. The Pricing Brief is the fast read - the answer to “what should this unit list at this week.” The Pricing Deep Dive is the long-form: the same data, extended into cohort analysis, sensitivity matrices, the softening-curve preview, and the defensible rationale a board paper actually needs.

It distinguishes evidence from opinion
Comparable listings, BTR competitors, and suburb medians are evidence. The scarcity tilt and the operator posture are opinions - the engine’s view of market pressure, and the operator’s view of how to price into it. Both are explicit, auditable, and tunable. Neither is hidden inside a black box.
It compares like-for-like
A 1-bed in a Q9 building is not a comparable for a 1-bed in a Q4 walk-up, no matter how close the postcodes are. The quality scoring is the gate that stops cross-tier contamination of the comp set, and the gate is visible on the Brief so the operator can see what was kept and what was dropped.
Operator posture is first-class
Every asset carries a posture: standard, or aggressive premium. A premium operator with high-quality, scarce inventory can declare that intent and have the engine honour it - hold the ceiling while the market gives the leverage, then retreat to a defensible base when shelf-life or DOM signals the leverage is gone.
The narrative is verified, not generated
Most pricing tools produce a number and a paragraph of explanation. The paragraph is usually a language model writing fiction that sounds confident. The orient narrative composer is allowed to use only the numbers the data layer has already produced. No hallucinated comps. No invented incentives. No fabricated competitor names.
Two surfaces, one band
The Brief is a 30-second decision surface. The Deep Dive is the full audit, including a softening-curve preview that shows how the recommendation will move week by week if the unit remains vacant. Both surfaces consume the same engine output - the headline number can never disagree between them.
Signed and traceable
Every Brief and Deep Dive is stamped with the engine version that produced it, the comp set, any overrides applied, and the named human who reviewed it. A recommendation re-opened in six months tells you which engine ran it, with an audit trail that is reproducible.
In one sentence

The engine produces a rent band you can defend, with evidence you can click through, in a narrative that is mathematically forbidden to make things up.

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See the full product.

Tell us about your portfolio and we'll walk you through the operator product - the Pricing Brief queue, the Deep Dive workflow, the lease-term matrix, and the BTR competitor panel. We respond same business day.

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