Auditable intelligence
SALIENCE turns complex data and documents into traceable signals to support human decisions.
AI organizes · Rules compute · Experts decide
The problem
Spreadsheets, portals, documents and systems often describe the same process in different ways. SALIENCE connects those sources, identifies relevant patterns and shows the origin of every signal.
How it works
01
Spreadsheets, APIs, PDFs, portals and documents.
02
Deterministic rules, semantic relations, variations and divergences.
03
Every occurrence carries source, rule, intensity, confidence, possible explanations and review status.
The central unit
No signal exists without an origin. Every occurrence becomes a card with source, applied rule, intensity, confidence, alternative explanations and the state of human review — audit-ready.
A signal is not an accusation. It is an analysis priority.
Variation above the historical behavior of the comparable group.
Retroactive event, functional change or exceptional payment.
Review by the payroll specialist in charge.
Solutions
in development
Monthly data, pay items and variations turned into verifiable signals.
in development
Suppliers, scopes, prices, deadlines and documents analyzed together.
in development
Comparison across ERP, publications, reports and files sent to oversight bodies.
public demonstration
Triage, classification, linking and prioritization of large archives.
The readiness labels are real: today, the engine's public demonstration is the PURSUE case in the SALIENCE Lab. The other modules are in development.
One engine, different domains
Organize sources, measure signals, document the evidence and preserve the human decision.
in development
Monthly data, pay items and variations turned into traceable signals.
public demonstration
331 file records, 7 signals, recorded provenance and an adjustable ranking — over the official war.gov manifest.
SALIENCE Lab · public proof
Numbers computed at load time from the published dataset — nothing typed by hand.
331
file records (334 in the official manifest)
R01–04
public releases · 7 signals per record
89.3%
within-1 agreement in the blind calibration (§7)
PT/EN
shareable configuration · traceable official sources
Services
Fixed-scope diagnostic.
Recurring monitoring of new occurrences and changes.
Comparison across databases, documents and publications.
Integration, methodology, implementation and joint operation.
Methodology & limits
It organizes evidence and makes the analysis reproducible. SALIENCE does not determine fraud and does not replace auditors, accountants, controllers, lawyers or other experts — it organizes sources, applies rules, identifies patterns and produces traceable evidence for human review.
About
Anderson Tortela combines experience in operations, contracts, procurement, corporate support and systems building. He created SALIENCE to turn scattered data into clearer, traceable and accountable decisions.
Contact channel being set up. Meanwhile, the method is documented in detail — and the public case is open for inspection.