Methodology

Hostile validation before publication.

Manathric does not guarantee grid connection. Manathric produces probabilistic intelligence on physical constraints, based on scoped data and versioned models.

What we measure

Grid queues, project maturity, node pressure, sponsor track record, land context, water stress, demand collisions and historical connection outcomes.

What we do not claim

Manathric does not guarantee grid connection and does not replace utility studies, legal review or engineering due diligence.

Source coverage

Every signal is attached to geography, registry coverage, update cadence and known source gaps.

Entity matching

Sponsors, projects and nodes are normalised across inconsistent public records before scoring.

Model versioning

Scores are tied to model version, source date and superseded signal history.

Hostile validation

Signals are checked against negative evidence, historical failures and edge cases before publication.

Known limitations

Coverage is uneven by market. Some indicators are preliminary when registries are fragmented or delayed.

Data trust checklist

Sources identified, models versioned, limits declared and negative results preserved.

Manathric sells a better reading of physical probability, not certainty.

Every deliverable is scoped. Every score has a perimeter. Every model can be superseded when the evidence changes.

Request access

Bring a site, market or portfolio to the constraint layer.

The first useful question is not whether a project is attractive. It is whether the physical system can support it.