Where Judgment Breaks, And How Tangos Reconnects It
Alert overload
Adversarial typologies scale faster than analyst capacity.
Documentation failure
Inadequate investigations produce indefensible files.
Evidence gaps
Investigations get rushed or under-resourced.
Tangos closes the seams.
A continuous reasoning fabric links detection, investigation, and decision.
- logo-placeholder
- logo-placeholder-4
- logo-placeholder-2
- logo-placeholder-3
- logo-placeholder-1
- logo-placeholder
Careers
Want to work with us?
Careers
See open roles
Careers
See open roles
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.
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.
Sanctions adjudication, transaction monitoring investigation, SAR case management, cross-border payment risk, and AML compliance. Investigations closed end to end. Each program is pre-configured for a specific segment with the regulatory frameworks, data sources, and evidentiary standards that segment requires. Examiner-ready output with source-traced evidence and full audit trails.
Sanctions adjudication, transaction monitoring investigation, SAR case management, cross-border payment risk, and AML compliance. Investigations closed end to end. Each program is pre-configured for a specific segment with the regulatory frameworks, data sources, and evidentiary standards that segment requires. Examiner-ready output with source-traced evidence and full audit trails.
Sanctions adjudication, transaction monitoring investigation, SAR case management, cross-border payment risk, and AML compliance. Investigations closed end to end. Each program is pre-configured for a specific segment with the regulatory frameworks, data sources, and evidentiary standards that segment requires. Examiner-ready output with source-traced evidence and full audit trails.
Almost Right Is Not Good Enough
In risk and financial crime investigation, a wrong output is not an iteration. It is a regulatory, financial, and reputational consequence. Institutions in this space act on every output they receive. That demands a standard most technology was not built to meet.
Generalist LLMs reach 70–80% accuracy. Enforcement-grade environments cannot tolerate that gap. Reaching near-perfect accuracy — consistently, verifiably, defensibly — is a different engineering problem. It requires judgment encoded into the system from the ground up, by people who know what right looks like, what breaks under real pressure, and what a regulator actually scrutinizes.
Tangos was built domain-first. People who have investigated sanctions targets, operated inside tier-one institutions under real compliance constraints, and built enforcement programs at scale — then built the platform to do that work at the scale the problem demands.
The engineering follows the judgment — not the other way around.
AML Alert Investigation
Nullam id dolor id nibh ultricies vehicula ut id elit. Lorem ipsum dolor sit amet, consectetur adipiscing elit.
AML Alert Investigation
Nullam id dolor id nibh ultricies vehicula ut id elit. Lorem ipsum dolor sit amet, consectetur adipiscing elit.
AML Alert Investigation
Nullam id dolor id nibh ultricies vehicula ut id elit. Lorem ipsum dolor sit amet, consectetur adipiscing elit.
AML Alert Investigation
Nullam id dolor id nibh ultricies vehicula ut id elit. Lorem ipsum dolor sit amet, consectetur adipiscing elit.
Context-Trained Systems
Five layers. Each one exists because the problem demanded it.
Tangos tertPrograms
The operational layer. Configurable investigatirteron programs, fine-tuned to your risk context.
Build Hypotheertertsis
Multiple htertreypotheses are formed where the typology demands it. No assumptions carried forward without evidence.
Test Evidreterteence
The engine queries across dertertata sourctertereres, jurisdictions, and languages.
dsfds
dfsdf
The Investigation Arc
Ingest Alert
Tangos receives the case via API, email, batch, or UI. No process change. Integrationless by design.
Build Hypothesis
Multiple hypotheses are formed where the typology demands it. No assumptions carried forward without evidence.
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.
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.
retgdfgerg
Prograerterm Title
Sanctions adjudication, transaction monitoring investigation, SAR case management, cross-border payment risk, and AML compliance. Investigations closed end to end. Each program is pre-configured for a specific segment with the regulatory frameworks, data sources, and evidentiary standards that segment requires. Examiner-ready output with source-traced evidence and full audit trails.
Proerwgram Title
Program description goes here.
sdfasdf
sdfasdfasdfasadfg vasfvadf
fsdafasd
sadfasdf svddfb