# How it works

How it works

# How Tangos Investigates

		Every case follows the same rigorous arc — from intake to examiner-ready judgment. The investigator reasons, gathers evidence, documents every step, and delivers a defensible conclusion.

### Every case follows the same rigorous arc — from intake to examiner-ready judgment. The investigator reasons, gathers evidence, documents every step, and delivers a defensible conclusion.

## The Investigation Arc

						01					

													Ingest Alert

																			Tangos receives the case via API, email, batch, or UI. No process change. Integrationless by design.

						02					

													Build Hypothesis

																			Multiple hypotheses are formed where the typology demands it. No assumptions carried forward without evidence.

						03					

													Test Evidence

																			The engine queries across data sources, jurisdictions, and languages — then validates every conclusion against counter-evidence. This is the cycle that reaches near-perfect accuracy.

						04					

													Examiner-Ready Report

																			A complete case file — defensible conclusion, source-traced evidence, immutable audit trail. Ready for examiner review, regulatory submission, or internal sign-off.

## Where Judgment Breaks, And How Tangos Reconnects It

					Alert overload

											Adversarial typologies scale faster than analyst capacity. Volume overwhelms the handoff from detection to investigation.

					Documentation failure

											Inadequate investigations produce indefensible files. Enforcement-grade scrutiny follows every weak handoff.

					Evidence gaps

											Investigations get rushed or under-resourced. Conclusions reached without the evidence to defend them.

					Tangos closes the seams.

											A continuous reasoning fabric links detection, investigation, and decision. Every alert carries its evidence, logic, and conclusion intact.

					Context-Trained Systems

### Five layers. Each one exists because the problem demanded it.

						→
						See the Platform

### 01Tangos tertPrograms

							The operational layer. Configurable investigatirteron programs, fine-tuned to your risk context.

### 02The Autonomous Investigation Engine

							The reasoning layer. Decides what to investigate, where to look, what is missing. Executes every case to closure.

### 03Tangos Cortex

							The data intelligence layer. Multi-source ingestion, confidence scoring, conflict resolution, cross-case memory.

### 04Trust Fabric

							The governance layer. Quality validation, output verification, compliance controls. Every output scored before it reaches a client.

### 05The Foundry

							The engineering foundation. Infrastructure, system contracts, deployment pipeline.

Context-Trained Systems That Continuously Improve

#### Off-the-shelf does not reach the bar. Context-trained systems do.

A general-purpose system will get you close. Close is insufficient. Every organization operates under a distinct regulatory framework, risk profile, and output standard. A system not trained to that context will plateau below the threshold that matters.

Tangos deploys, then fine-tunes — against your cases, your regulatory context, your requirements. A continuous loop, not a one-time pass:

Observe → Test → Compare → Refine → Repeat.

Each cycle tightens precision within your context. The loop does not close — it compounds. This is how near-perfect accuracy becomes an engineering outcome, not a marketing claim.

### Managed Service

We run the investigations. You receive examiner-ready reports. Pay per case. No infrastructure required.

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### Platform Subscription

Your team operates autonomous investigators. Full visibility into every step, every evidence source, every reasoning chain. Cloud, private cloud, or on-premise.

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