Trust Methodology
How STRATAFORM reasons about evidence.
Evidence is classified by what we received, what we observed, what is uncertain and what still requires separate professional verification. Nothing is implicitly certified.
STRATAFORM is decision-support. It does not replace qualified professional services.
Source lineage discipline
Many appearances. One resolved asset identity.
Resolved asset
Property Intelligence platform
Why we call this a Property Intelligence platform.
STRATAFORM is a Property Intelligence platform for Italian real estate. The Property Decision Dossier is the living output of that system.
Organizes fragmented evidence
Listings, copied text, documents, screenshots, emails and notes become one structured case around a property.
Reasons about known, missing, uncertain
Every element carries an evidence status. Nothing is implicitly certified.
Guides the next best action
Routes questions to the right role and keeps responsibility with the qualified professional.
Professionals remain essential. STRATAFORM prepares cases for professional judgement; it does not replace agents, notaries, lawyers, surveyors, architects, engineers, appraisers or tax advisors.
Evidence status
Six labels. One discipline.
Received is not the same as verified. Visible is not the same as decision-ready.
Information found in public listings, portals, pages or sources.
Information uploaded, sent or declared by a seller, agency, owner, property manager or third party.
Information checked against available evidence or authoritative source logic.
Information required for a clearer decision but not yet available.
Information that remains unclear, conflicting or incomplete.
Information that should be reviewed by a qualified professional before being relied on.
Reliability loops
Each reviewed case sharpens the next.
Reliability grows from reviewed cases, source patterns and recurring property signals — never from automatic certifications.
Buyer protection loop
One case sharpens the next decision.
- 01
One property case
assessment opens
- 02
Evidence gaps
made explicit
- 03
Professional questions
routed by role
- 04
Clearer next step
for the buyer
Outcome · The buyer recognizes uncertainty before it becomes expensive.
Source reliability loop
One listing becomes one resolved asset.
- 01
One listing
first sighting
- 02
Lineage check
across sources
- 03
Duplicate / conflict patterns
surfaced
- 04
Clearer asset identity
one canonical view
Outcome · Source confidence grows with every cross-checked signal.
Market intelligence loop
Many dossiers, controlled intelligence.
- 01
Many dossiers
across regions
- 02
Recurring patterns
across cases
- 03
Controlled intelligence
for future workflows
- 04
Institutional / API readiness
on the roadmap
Outcome · Structured property intelligence for institutional and machine-readable use.
Reliability memory
Reliability grows from reviewed examples.
Reference cases preserve known patterns and supervised learnings. STRATAFORM organizes evidence — it does not claim certification or replace expert judgement.
Pattern memory
Reviewed examples of listing structures, source behaviors and common gaps.
Duplicate & conflict detection
Cross-source comparison surfaces propagation, copied descriptions and inconsistencies.
Supervised review
Reference cases are reviewed and curated — not generated, not invented.
Professional boundary
Where a question crosses out of STRATAFORM's scope.
STRATAFORM frames the question and attaches the evidence; the responsibility for the answer stays with the qualified professional.
Professional boundary
Each question reaches the right role, within scope.
STRATAFORM routes role-bound questions to qualified professionals. Decision-support ends where professional responsibility begins.
Open question in dossier
"Is this renovation conformant?"
Notary
Title · deeds
Lawyer
Legal status
Surveyor
Cadastral · technical
Engineer / Architect
Structural · works
Energy expert
APE · performance
Bank / insurer
Mortgage · cover
EU privacy & AI governance
Public compliance posture — designed around EU principles.
STRATAFORM is built around GDPR and AI Act principles. This is public posture and methodology, not a formal certification or legal opinion.
Public compliance posture
Designed around EU privacy and AI governance principles.
Privacy-aware by design
Personal data is handled with minimization in mind. Sensitive property documents are not invited through public social or messaging channels.
Human-centric AI
AI supports evidence structuring and decision-support. It does not replace qualified professional judgment or act as automatic certification.
Source traceability
Each signal in a dossier carries the origin it came from, so a reader can see where evidence stops and interpretation begins.
Professional boundary
Notary, lawyer, surveyor, energy, banking and tax responsibilities remain with the qualified professional. STRATAFORM frames and routes the question.
What this means: You can see the principles the workflow is built around — and where responsibility stays with qualified professionals.
Boundaries
What STRATAFORM is, and is not.
Is
- Decision-support platform
- Evidence organizer
- Source-lineage workflow
- Role-bound request router
- Living dossier workspace
Is not
- Legal or notarial advice
- Automatic certification
- Cadastral or technical authority
- Energy, banking or insurance approval
- Investment or tax advice
Professional review may be required
When a question requires a notary, lawyer, surveyor, technician, energy expert or other professional, STRATAFORM routes it to the right role and marks the responsibility boundary.
Bring methodology into your decision
Start with the sample. Open an assessment when ready.
STRATAFORM supports your decision. It does not replace a notary, lawyer, surveyor, or licensed valuer.
Professional Pool Access
Professional Pool Access: selected, case-aware collaboration
Professionals invited to a specific STRATAFORM case can access that case workspace without joining the pool. Future Professional Pool Access is a separate selected-network layer for professionals who want to participate in compatible STRATAFORM cases, subject to role, area, category and eligibility review.
Free invited access to one case is not the same as Professional Pool membership.
Invited access
When someone is invited to a STRATAFORM case, they can enter the relevant workspace from the invite link and work from the shared context. Free access to a specific invited case is different from future Professional Pool membership.
Multilingual communication
Multilingual collaboration tools are part of the controlled product roadmap.
STRATAFORM provides decision-support, evidence organization and collaboration workflows. It does not replace qualified legal, technical, cadastral, tax, mortgage, valuation or professional advice. Professional fees, engagements and opinions are separate from the STRATAFORM assessment. Professional collaboration is a future / controlled-beta layer and is not an active commercial offer.
- Source visible
- Confidence band
Each fact is tied to a visible source and confidence band.