Observe
Receive a proposed autonomous action in Shadow Mode without executing or blocking it.
Economic control plane for autonomous AI
Know the economic blast radius before your AI agent acts.
Causara traces downstream business dependencies, translates them into economic exposure, and recommends ALLOW, REVIEW, ESCALATE, or BLOCK against company-defined limits.
Pilot-stage product · Shadow Mode · No claim of audited financial forecastingECONOMIC BLAST RADIUSSHADOW MODE
OBSERVED AI ACTIONProcurement agent proposes Supplier A → Supplier B
AI AgentSupplierInventoryProductionOrdersRevenue
DIRECT ACTION VALUE$20K
RECOMMENDED CONTROLBLOCK
From permission to consequence
Control what an AI action could economically cause.
Traditional authorization answers whether an agent is permitted to act. Causara is designed to evaluate the downstream economic consequence of the proposed action.
Trace
Map the dependency path across inventory, production, orders, contracts and revenue.
Quantify
Estimate an economic exposure range from structured business context.
Control
Apply company-defined thresholds and return ALLOW, REVIEW, ESCALATE or BLOCK.
Designed for cross-system risk
One economic lens across agent actions.
Dependency Graph
Make downstream consequences visible instead of evaluating an AI action only at execution.
Economic Policy Engine
Translate exposure into consistent controls using thresholds defined by the company.
Shadow Mode First
Evaluate silently before asking a company to let Causara influence live execution.
Initial engineering evidence
Public-incident replay benchmark.
9/10 decision matches0 observed underclassifications in this replay set
What this does—and does not—mean
This is an internal public-incident replay benchmark, not a claim of 90% predictive accuracy. Several cases normalize publicly reported economic impacts into replay inputs. The mismatch was preserved rather than tuned away.
Real-company pilots and commercial validation are still required to test predictive usefulness, workflow fit and willingness to pay.
Low-friction pilot
Run Causara beside your existing controls.
Shadow Mode observes and evaluates actions without executing or blocking them. Compare Causara's dependency mapping and economic recommendations with your current process before deeper integration.
Commercial validation
Request a Shadow Mode pilot.
Tell us which autonomous or AI-assisted workflow you want evaluated. No production control access is required for the initial conversation.
Give autonomous AI an economic control layer.
Early pilot conversations are open.