Drovi

The Live Institutional Ledger

Drovi is a live institutional ledger. It watches the world and your organization at the same time, continuously. When reality shifts, Drovi calculates what it breaks inside your company, updates what is believed to be true, and shows the evidence. It is not a news feed. It hunts exposure before it turns into loss, liability, or surprise and proposes the next move. Humans use it to stay ahead. Agents use it to act with context.

Live evidence trails for every high-consequence transition.

The Problem

Institutions do not fail from lack of data.
They fail from invisible exposure.

Without Drovi

  • External events reach your organization too late
  • Commitments drift without detection
  • Assumptions decay silently
  • Teams operate on outdated beliefs
  • Agents act without institutional context

The result is not noise. It is preventable damage.

What Drovi Does

A Single Ledger of Truth

Across your organization and the world.

Ingest

Ingests internal systems and external signals.

Normalize

Normalizes them into structured observations.

Update Beliefs

Updates institutional beliefs with explicit confidence.

Compute Impact

Computes downstream impact across your exposure graph.

Propose Intervention

Proposes governed interventions with rollback paths.

Every belief has a state. Every state has evidence. Every change is time-bound.

World Brain

Not Stored Memory.
A Live World Model.

World Brain extends Drovi from recordkeeping into institutional cognition.

It builds a continuously updated world twin for each organization.

world map
  • Internal commitments and dependencies
  • External regulatory, market, legal, scientific, geopolitical signals
  • Exposure pathways linking the two

When something changes in the world, the twin updates. Before you react, it has already computed impact.

Core Capabilities

Action is governed.
Not improvised.

1. Belief Graph

Every critical claim transitions through explicit epistemic states.

assertedcorroboratedcontesteddegradedretracted

2. Causal Pressure

External shift → Exposure path → Internal consequence → Severity ranking.

3. Counterfactual Lab

Before acting, compare Intervention A, Intervention B, and Do Nothing across expected utility, downside risk, and assumption sensitivity.

4. Obligation Sentinel

Contracts, regulation, and policy conflict detection before breach, with mapped mitigation pathways and evidence.

5. Temporal Ledger

Ask what was believed on a date, what changed, and what justified each transition. You receive a provable trail.

No silent narrative drift. Confidence is explicit and recalibrated.

What Lives in the Ledger

Drovi does not store documents.
It stores structured institutional intelligence.

Observations

Beliefs

Hypotheses

Constraints

Causal relationships

Intervention records

Outcomes

All evidence-linked. All time-scoped.

Built for Institutions

Drovi is infrastructure.

Multi-source ingestion
Real-time sync
Historical backfill
Graph-based exposure modeling
Agent-ready APIs
Full audit and custody

Designed for high-consequence teams

Designed for legal firms, family offices, hedge funds, financial institutions, and high-consequence teams.

Pricing

Institutional

For regulated and high-trust teams.

Annual license

  • Evidence-backed belief system
  • Bi-temporal ledger
  • Exposure modeling
  • Governed intervention engine
  • Structured onboarding

Enterprise

Dedicated deployment. Fiduciary-grade controls.

Request commercial terms

  • Everything in Institutional
  • Tenant isolation and policy controls
  • SSO / SAML
  • IP allowlisting
  • Data residency
  • Dedicated infrastructure
  • Security review

Give your organization
a live institutional ledger.

Institutional intelligence with continuous evidence, governed intervention, and accountable history.

Security Review • Structured Onboarding • Private Deployment