Specialist agents review every segment against your Org Brain, surface confidence and risk, and route uncertainty to human review. Approved corrections improve your Org Brain — so the next review starts from what your team has already decided.
Every claim sourced.
Domain-specific agents.
Human-approved learning.
Evidence preserved.
Four stages, one system of record. Specialist agents prepare the work, confidence scoring exposes uncertainty, and human reviewers approve what ships.
A filing, a prospectus, a brand-sensitive document, a multilingual brief. arbitr accepts native PDF, DOCX, HTML, and scanned OCR.
Structure-aware extraction identifies standards, terminology, and source references — then routes each segment to the right specialist.
Specialists check segments against your Org Brain. Confidence is quantified, risk is flagged, and below-threshold items are escalated to a human reviewer.
The reviewer signs off. arbitr generates an evidence report — sources, confidence, guardrail checks, and reviewer decisions — ready for audit.
Every output is connected to its sources, the specialists that reviewed it, the guardrails that checked it, and the human who approved it.
Specialists are not one generic assistant. Each has a defined scope, a defined source of truth, and a defined set of guardrails. They prepare the work — your reviewers approve what ships.
Checks Japanese accounting standard references in TSE filings. Flags missing ASBJ references; reconciles terminology conflicts against your Org Brain.
Reviews disclosure language against EU directives. Surfaces jurisdictional drift across language pairs and escalates covenant softening for legal review.
Reviews tone, register, and approved phrasing against your brand guidelines. Suggests revisions; never overrides reviewer judgment.
Aligns segments against approved terminology and translation memory. Resolves ambiguity using prior reviewer-approved decisions.
Verifies that every claim in the output is backed by an identifiable source segment. Below-threshold items are flagged for review.
Compiles the evidence report — confidence, sources, flags, reviewer decisions, and Org Brain updates — into an audit-ready PDF and JSON bundle.
The Org Brain is the customer-controlled memory layer that stores approved terminology, prior decisions, reviewed corrections, source references, and domain rules — so every specialist works from the same verified context.
It does not learn or change without control. It improves through approved corrections, not uncontrolled model evolution.
Sage explains scores, flags, sources, and agent reasoning. It can summarize a confidence drop, locate a source reference, or compare two reviewer decisions. It does not approve, certify, or guarantee.
arbitr is designed to meet the review a serious Security, Legal, and Compliance function would put it through. The controls below are architectural commitments, not marketing claims.
Your data, your Org Brain, your reviewer decisions — never blended with another tenant's.
Revoke the key, revoke access. Full stop.
No customer inputs or outputs are used to train arbitr or any upstream model.
US · EU · UK · APAC. Pinned at workspace creation.
Connectors, queues, and exports defined by your admin.
Transfers logged and gated against your residency policy.
Identity, provisioning, and role scoping via your existing IdP.
Annually audited. ISO 27001 in progress.
Every finding, decision, and Org Brain change is recorded and exportable.
Every flagged clause carries its rationale and source.
Same finding, same interpretation, same record — every market.
Triage ordered by risk × business context, not severity alone.
Findings, citations, reviewers, sign-offs, model versions — reproducible.
Isolated, in-region, BYOK, no-train. Receipts in the trust center.
Zero retention is the default. Documents and derivatives are purged on session close. Customers may opt-in to encrypted, tenant-scoped retention with a defined TTL.
Never. The no-train guarantee is contractual. No inputs or outputs are used to train arbitr or any upstream model. Approved corrections improve your Org Brain — they do not retrain a model.
In the region you choose — US, EU, UK, or APAC. Workspaces run inside dedicated VPCs with customer-held KMS keys (BYOK).
Every claim maps to a specific section, page, and paragraph. Citations are deterministic, machine-verifiable, and exportable alongside every evidence report.
A human reviewer. Specialists prepare, score, flag, and recommend. They do not approve, certify, or publish on their own.
Regulatory filings, prospectuses, contracts, policies, board packs, translation projects, brand-sensitive content, and operational reports. Native PDF, DOCX, HTML, and scanned OCR.
Upload one document to create your first evidence report. We onboard a limited number of enterprise engagements each quarter.
By invitation & referral · workspace provisioned in-region
