Built by investigators,
for investigators.
Triloop AI exists because too many investigations fail — not from lack of evidence, but from lack of structure. We built the platform we wished we had when we were in the field.
Ground every thought
in fact. Every action
in thought.
The most dangerous moment in any investigation is when intuition replaces thinking. Facts are present — but the reasoning built on them isn't grounded. Hypotheses form from gut feel, not evidence. And the actions that follow are built on a faulty foundation.
Triloop AI exists to close that gap. The 3What Framework enforces a simple, unbreakable chain: facts shape your hypotheses, hypotheses drive your actions, and new findings feed back into the next iteration — until the case is concluded on evidence alone.
"When intuition replaces thinking, the facts are there — but the conclusions aren't grounded in them. Faulty hypotheses lead to faulty actions. That's where investigations break down."
The founding insight behind Triloop AI
Reduction in investigation time
Evidence-grounded outputs
Hallucinations — by design
Aligned methodology
How Triloop came to be.
The Problem Identified
In the field, conducting real fraud investigations, a pattern became impossible to ignore: cases weren't failing because of missing evidence — they were failing because intuition was replacing structured thinking. Facts existed. The reasoning built on them didn't.
The Framework Developed
After years of refining the approach across real cases, the 3What Framework was formalised: facts ground the thinking, thinking shapes the hypotheses, hypotheses drive the actions. Each iteration feeds the next — until the case closes on evidence alone. ACFE-aligned from the start.
Beta Launch
Triloop AI enters closed beta. A focused group of fraud examiners, internal auditors, and forensic accountants are the first to run live cases through the 3What engine — putting two decades of investigative thinking into practice.
The principles behind
every decision we make.
Defensibility First
Every output Triloop produces must be able to withstand scrutiny — legal, regulatory, or executive. We build for the hardest audience, not the easiest.
Structure Over Intuition
Intuition is valuable. But it is not repeatable, auditable, or defensible. We believe structured frameworks produce better outcomes — every time.
Radical Transparency
The AI only works with what you give it. No hidden inference, no invented details. Every hypothesis and every action is traceable to a specific piece of evidence.
Speed Without Compromise
Investigations that take weeks should take hours. We relentlessly optimise for speed — without ever sacrificing the rigour that makes outcomes defensible.
People who have been
in the field.
The Triloop Team
Investigators, engineers, and forensic specialists
Triloop AI was built by a team with deep roots in fraud examination, financial crime investigation, and enterprise software. We have seen first-hand how unstructured investigations collapse under legal scrutiny — and we built the tool we wished we had.
Our team combines experience across fraud examination, forensic accounting, financial crime investigation, and enterprise software engineering.
Triloop was founded by a certified fraud examiner and ACFE member who lived the problem firsthand — investigations derailed not by missing evidence, but by unstructured thinking. The platform is the solution they wished existed in the field.
We are a small, focused team. Every feature we ship is grounded in real investigation experience — not product assumptions.
Join us in betaRequest Beta Access
Get free access to the 3What Framework during our closed beta. Limited spots — reviewed personally.
Request accessEnterprise Enquiries
Large team or complex compliance requirements? Talk to us about a tailored solution.
Contact salesGeneral Questions
Questions about the platform, methodology, ACFE alignment, or anything else — we respond personally.
Send a messageReady to run your
first structured case?
Beta access is free — no credit card, no commitment. Be among the first investigators to use the 3What Framework on real cases.