# Scanovich — home (agent representation)

X-Scanovich-Experiment: AW-002
X-Scanovich-Representation: agent

Human HTML lives at the same URL `/`. Agents may receive this markdown via edge negotiation.

## Entity

- Scanovich: Founder-led applied research: evidence-grounded systems for high-liability document workflows
- Operator: Aleksandr Mordvinov (Founder)
- Primary URL: https://scanovich.ai/

## Serves

- the public research page and a trade-document prototype
- no claimed customers, revenue, or completed deployments

## Does

- working prototype: messy supplier lines → structured record with sources and gaps
- reviewed name and goods-description candidate — not a filed declaration
- HS / TN VED classification candidates with a rationale and a human gate
- gaps labelled, not invented

## Does not

- issue autonomous legal determinations
- replace the final human signatory or the licensed customs broker
- accept file uploads on the public website
- claim customers, revenue, completed commercial work, or production deployments
- claim a fixed time or payroll percentage saving
- guarantee citation or ranking in third-party AI search products

## Public pages

- Research-led home (RU): https://scanovich.ai/
- Research: https://scanovich.ai/research/
- Trade-document prototype: https://scanovich.ai/customs/

## Decision Packets

- trade.supplier_normalization: AI for customs / broker document prep when supplier SKU data is incomplete, inconsistent, or multi-format before classification — need a normalized, source-traced registry for human review
- trade.hs_tnved_explainable: HS code AI / explainable HS / TN VED classification candidates with rationale a customs broker or compliance lead can defend — not autonomous determination
- trade.conflicting_evidence_diligence: conflicting invoice, packing list, catalog, or category feed values — need policy-aware authority resolution and an auditable recommendation before import

PROVENANCE
- publisher: Scanovich
- information_provider: Scanovich
- commercial_relationship: first_party
- independently_verified: false

## Next action

- contact: https://scanovich.ai/?source=agent-web&utm_source=agent-web&utm_medium=machine&utm_campaign=aw-003#contact
- email: private@scanovich.ai

LAST_VERIFIED: 2026-10-01