Building in MelbourneMEL --:--
Evaluation and validation engine · In development

Lattice stress-tests promising opportunities and turns uncertainty into structured experiments and evidence.

Conceptual interface

Lattice scores the opportunity, separates evidence by what reality has said, and recommends a next step. A person makes the decision.

lattice / evaluation / workflow-memory-for-tradesConceptual interface · early product
EvaluationIllustrative data
MarketStrong
CustomerMixed
CompetitionCrowded
Technical feasibilityHigh
DistributionUnclear
Founder fitOpen
TimingFavourable
EvidenceReal-world only
Confirmed

Owners describe reconstructing job history as a weekly cost

Existing tools require manual entry

Uncertain

Willingness to pay above A$60/seat

Adoption by field staff, not only owners

Contradicted

Assumed accountants would refer — none did in outreach test

RecommendationHuman decision required
KillValidate furtherBuild

Demand signal is real; distribution is unproven. Run the cheapest test that could change our belief.

Conceptual interface. Shown to explain how the system works — not a live product.

Capabilities

Structured scepticism, applied consistently to every opportunity.

01

Opportunity evaluation

02

Customer analysis

03

Market analysis

04

Competitive analysis

05

Risk identification

06

Validation planning

07

Evidence tracking

08

Decision recommendations

Evidence states

Confirmed

Observed in the real world, from customers, markets or behaviour.

Uncertain

Plausible but untested. The next experiment is designed here.

Contradicted

Reality disagreed. Recorded, respected and used to update belief.

AI inference compared with real-world evidence
Dimension AI inference Real-world evidence
SpeedSeconds to generateDays to weeks to observe
SourceModels, research, patternsCustomers, markets, behaviour
Good forHypotheses and optionsDecisions and commitments
Can it be simulated?Yes — that is its purposeNo. It has to be observed
Weight in a decisionDirectionalDecisive
Recommendation

Lattice recommends. Humans decide.

Validate further

Signal is real but a critical assumption is still open. Run the next cheapest test.

Build

The evidence warrants a company. Match a founder and move to prototype.

Kill

Stop, record what was learned and release the resources to the next opportunity.

01 · Ignite

“What could we build?”

02 · Lattice

“Should we build it?”

03 · Real world

“What does reality say?”

Lattice is a proprietary Manuka system in development. It is used inside the studio and is not a public product.