Warm-cache compile latency for 50-driver models. Cold compile takes longer; warm and recompile are fast.
bench · 50-driver →The reasoning layer
under your
finance product.
Largest validated DAG in production benchmark.
bench · scale-warm →Same IR always produces same outputs. Regulator-grade reproducibility.
determinism test →MCP, REST, and compile-event webhook. One engine, three doors.
API reference · MCP + REST →Per-key authentication boundary. Cross-tenant access architecturally impossible.
security posture →Institutional Excel-export rubric on the artifact your customer downloads.
rubric · public →Your agent calls flatland_compile directly. Schema-typed tool surface, llms.txt-discoverable.
Your backend curls the engine. Stable JSON contract, idempotent compile semantics.
compile_events stream to your queue. Same channel this page subscribes to.
Embed it under MCP.
Call it from your backend.
Run it co-located.
1{2"model_id": "saas_seed_v3",3"namespace": "ndo.finance",4"version": "1.0.0",5"drivers": [6{7"id": "mrr",8"category": "assumption",9"type": "Currency(USD)", // typed at compile time10"value": 8000,11"description": "Monthly recurring revenue, base period"12},13{14"id": "churn",15"category": "assumption",16"type": "Percentage",17"value": 0.06,18"feeds_into": ["net_retention", "ltv_cac"]19},20{21"id": "gross_profit",22"category": "computed",23"type": "Currency(USD)",24"formula": "revenue - cogs", // AST-evaluated, no eval()25"depends_on": ["revenue", "cogs"]26}27],28"assertions": [29{30"id": "cash_runway_ge_6mo",31"condition": "cash_runway_months > 6",32"severity": "structural" // breaks ship-readiness, not compile33}34],35"scenarios": [36{ "id": "base" },37{ "id": "downside_a17", "overlay": { "churn": 0.085, "new_logos_q": 8 } }38]39}
Embedding Flatland in your platform?
If you're embedding Flatland under your own product, get in touch and tell us what you're building. We'll take it from there.
The MCP surface in full
Tool schemas, return shapes, error semantics. Every claim audited against the live server.
Tenant isolation, in detail
Auth boundary, data partition, encryption posture, log retention, soc2 status.
Engine architecture
Compiler internals, type system, the parser, the dimensional inference pass. Start with the quickstart.
Your customers' models.
Our compiler.
Your interface.


