Writing from Saolix

Decisions that hold up.

Technical writing from the people building Saolix: how AI and rules share a decision, how a screening record is sealed so tampering shows, and what it takes to build compliance software people can audit.

Diagram: Decisions that hold up. INSIGHTS · DECISIONS THAT HOLD UP Decisions thathold up The determinism boundary in practice Eagle Tamper-evident by construction Eagle Why AI advises and rules decide all products Sanctions screening across alphabets Eagle Identity decisions people can challenge eKYC · Eagle
Latest

Writing from Saolix.

Latest AML

Trade-based money laundering: five questions for a trade that does not add up

In trade-based money laundering the goods are a cover story and the real cargo is value. No single document gives it away, so the work is to rebuild the trade and ask whether it makes sense. Five questions an analyst can put to any trade, drawn from FATF and Egmont Group guidance.

5 min read · Read →
Latest Fraud

When the customer presses send: who pays for a push payment scam?

In an authorised push payment scam the customer makes the payment themselves, so old fraud rules often left them with the loss. The UK now makes banks reimburse most victims, name checks before payment are spreading, and the FATF has set a global rule. What changed, what it shows, and what it means for any payments business.

5 min read · Read →
AML

The Travel Rule in practice: what has to travel with a crypto transfer

Banks have sent names with wire transfers for decades. The FATF's Travel Rule asks crypto businesses to do the same, on networks that were never designed to carry names. What has to travel, why it is hard, how far countries have got, and the questions a compliance team should ask.

4 min read · Read →
AML

Proliferation financing: the risk most AML programmes miss

Proliferation financing often moves clean money for ordinary-looking goods, so controls built to find criminal proceeds can pass it straight through. What the UN and the FATF require, how networks evade sanctions, and the questions a compliance team should ask.

6 min read · Read →
AML

Beneficial ownership: finding the person behind the company

A company can be checked, registered and licensed, and still hide the person who really benefits from it. Beneficial ownership is the work of tracing every layer until you reach a human being. Why it matters, where the trail goes cold, and what a compliance team should do about it.

5 min read · Read →
Identity

Deepfakes and liveness: what a selfie check can and cannot prove

A selfie check answers more than one question. Is it the same face, is a living person present, and did the video really come from the camera? What each layer proves, where deepfakes get in, and what an identity team should ask.

6 min read · Read →
Fraud

Mobile-money fraud: the patterns behind the losses

Mobile money moves value in seconds, to anyone with a phone. That is its strength, and it is why fraudsters favour it. The patterns behind most losses, why they work, and what a payments business can do at each stage.

6 min read · Read →
AI governance

Governing AI agents before they act

An AI agent does not stop at a suggestion. It takes steps, uses tools and works under an identity. Why that strains the way regulated institutions govern models, where the risk comes from, and the questions risk, compliance and operations leaders should settle before an agent goes live.

6 min read · Read →
AI governance

RAG explained for risk and compliance teams

Retrieval-augmented generation lets a language model answer from your own documents and show where each answer came from. That makes it attractive for regulated work. What it is, why grounding and citations matter, where it still fails, and what to ask before you trust it.

5 min read · Read →
Cyber Security

Phishing and social engineering: why the attack still works

Phishing does not break systems. It persuades people to open the door. How the pressure works, the channels lures now arrive through, what AI has changed, and the controls and culture an institution needs so that one mistake does not become a breach.

6 min read · Read →
AML

East Africa's AML gap: compliant on paper, unproven in practice

An original reading of the five published mutual evaluations for Kenya, Uganda, Tanzania, Rwanda and Ethiopia. Technical compliance has risen sharply since the evaluations. Effectiveness has never been re-assessed in any of the five, and of the 55 effectiveness ratings those evaluations awarded, 48 are Low and none is Substantial or High.

12 min read · Read →
Architecture

The determinism boundary in practice

How Saolix Eagle lets AI help an analyst without ever letting it make the decision: where the line sits, what is enforced in code, and what gets logged.

3 min read · Read →
Audit

Tamper-evident by construction: how Eagle seals a screening

A screening decision is only as trustworthy as its record. How Saolix Eagle writes an interactive screening and its audit record together, seals them cryptographically, and lets you check the log on demand.

2 min read · Read →
AI governance

Why AI advises and rules decide

In regulated work, a decision has to be explainable, repeatable and owned by someone. That is why every Saolix product is designed so that AI can advise but never decide, and why we think this makes AI more useful, not less.

3 min read · Read →
Sanctions screening

Sanctions screening across alphabets: how Eagle matches a name

A sanctioned name can arrive in Cyrillic, Arabic or Chinese, misspelled, reordered or disguised with look-alike characters. A walk through how Saolix Eagle normalises, compares and scores a name, and why a strong name match alone is never enough to block.

2 min read · Read →
Identity

Identity decisions people can challenge

When an identity check says no, the applicant deserves a reason and a route to appeal, and the institution needs a record that holds up. How the eKYC module of Saolix Eagle builds minimums into code, requires two reviewers for high-risk decisions, and keeps the reviewer who recorded the rejection out of the appeal.

2 min read · Read →
Contact · Saolix GroupPeople. Products. Possibilities.

Your next chapter.
Let’s build it together.

Explore a product, discuss a project, or find the right expertise. Tell us where you want to go. We’ll help you take the next step.

Compliance & agentic AIManaged servicesConsulting & training