Monarcha

Turn maps into data

1.2Score#953 of 999 agents#25 of 27 in Document processor

Why it ranks #953

Monarcha, an AI document processor from YC S25, ranks #953 of 999 AI agents and #25 of 27 in Document processor, with a score of 1.2 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 0 × 30% 0.0
Scale 1 × 30% 0.3
Momentum 0 × 25% 0.0
Autonomy 6 × 15% 0.9
= 1.2

Proof
Do customers use it? 30% of the score
0
No public claims of customers or revenue yet.
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
1
2 people.
- +1
  2 people on its YC page2 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
0
Nothing new in the last 6 months.
Not found: launch YC post in the last 6 months (+3), open roles on YC (+2), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Summer 2025) (+1)
Autonomy
How much of the job does it do on its own? 15% of the score
6
Supervised agent: takes actions in other systems; a person approves key steps.
- +6
  Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 21% likely
- Finishes whole tasks: 35% likely
- Calls itself an agent: 3% likely
- Level 1 from the model's reading of its pages; the evidence review found, with quotes, that its AI acts in the work, so the level is 2
Level 2: Takes actions in other systems; a person approves key steps.

About Monarcha

Monarcha is an AI-powered georeferencing platform built for mining, infrastructure, and land intelligence teams. It turns scanned maps, plats, and land documents into accurate, queryable spatial data in seconds.

Aligning historical maps, plats, and survey drawings to real-world coordinates is tedious work. Most teams either hire specialists or skip it entirely, leaving critical spatial data locked in documents.

Monarcha lets users upload any document and get a fully georeferenced, queryable GIS layer in 90 seconds or less.

Want to learn more? Check out monarcha.ai