About Us

A team built to find the risks you don't see coming.

We are a group of AI experts, risk analysts, and enterprise business veterans who've spent our careers helping global companies make sense of chaotic information environments.

We've built a product validated by a Fortune Global 500 carrier to surface emerging risks before they impact your business.

Risk Intelligence Engine: five capabilities (Risk Monitoring, Driver Discovery, Causal Reasoning, Entity Attribution, Risk Indices) connect to Predictive Intelligence and Defensible Output.
Our Journey
How we got here.

More than a decade of building systems to detect emerging risks, shaped by years of work with the people responsible for managing them.

2012
Founded
Tickr is founded to help make sense of unstructured data at enterprise scale.
2016
AI team formed
A dedicated AI team forms to move beyond classical NLP and build applied intelligence systems.
2017-2019
Risk attribution signals
The team identifies how emerging risks leave measuerable trails across legal, scientific, regulatory, and social data.
2020
Insurance industry grounding
Work with underwriters and risk leaders to ground the science in real operational decisions.
2024
Fortune 500 validation
A Fortune Global 500 carrier validates the platform's predictive accuracy against real-world loss events.
2025
RiskWise launches
RiskWise launches publicly as predictive risk intelligence for enterprises and carriers.
Why We Exist

The signals that precede most material risk are visible in the world long before they become events. We exist to make these signals usable.

Proactive detection is loss mitigation. We built our company around making that operational for the organizations that need it most.

What Guides Us
Four principles, held without compromise.

Risk intelligence only matters when people can stand behind it. These commitments guide how our team builds, tests, and ships work our clients can trust.

01

We stay close to the problem.

We do not build for abstract use cases or generic benchmarks. We work from the real decisions our clients need to make, the constraints they face, and the standards they are held to.

02

Experts shape what we build.

Our work is guided by people who understand underwriting, regulation, science, operations, and business risk.

03

We make our work defensible.

Every insight should have a clear path back to the evidence behind it. We build so clients can understand what we found, why it matters, and what it should be used for.

04

We tell the truth about uncertainty.

Risk work gets weaker when uncertainty is hidden. We are clear about what we know, what we do not know, and much confidence the evidence supports.

The Team
Leadership across the disciplines that risk demands.

RiskWise is built by a senior, cross-functional team spanning research, engineering, product, and go-to-market.

Data Science & AI
Research · Modeling
Engineering
Platform · Infrastructure
Product
Design · UX
Sales & Marketing
GTM · Partnerships
Management
Operations · Strategy
How We Think About AI
Our philosophy, and the trust we have to earn.

We are an AI company working in a domain where "the model said so" is not a defense. Our clients have to stand behind what RiskWise produces, in deals, in regulatory reviews, in board reports.

01
Security
Built for the standards major carriers require.

RiskWise is SOC 2 Type II certified, independently audited, and encrypted end to end.

02
Explainability
We do not ship what we cannot explain.

Clients can see where an answer came from and why it matters, with every insight tracing back to the evidence behind it.

03
Validation
Tested against what actually happened.

Our predictions are validated against outcomes to prove signals can identify real risk before they become obvious.

Get in Touch

If our work resonates, we'd like to hear from you.


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