WHY DIGITAL TEAMS?
- Faster time to output
- Lower cost at scale
- Consistent, reliable, transparent results
- Risk professionals freed for strategic tasks
- More elastic capacity
How the Digital Teams Work
A digital team is a group of AI assistants that works as junior analysts. It can run the time-consuming, costly, and tedious risk processes your business depends on, alongside your risk professionals and under their supervision.
1
Trained
Every digital team member is equipped with a college-grade risk knowledge base built from more than 20 years of FRG's financial risk expertise.
2
Onboarded
During onboarding, the digital team learns how your organization works through a business metadata layer, which captures the details that matter, from your brand standards to your technical infrastructure.
3
Deployed
The digital team is deployed with Risk Blueprints. These are the instructions for the tasks and the order in which the digital teams must do them to complete end-to-end risk processes.
Then it goes to work, while your risk professionals review, challenge, and sign off.
See a Digital Team at Work
In two minutes: how FRG's digital teams combine risk expertise, your business context and Risk Blueprints, with your people in charge.
Start With a Proof of Concept
Deploying digital teams is a significant decision. That's why every deployment starts with a complimentary first step.
The proof of concept shows how digital teams would work on your risk processes and charts a 12-month plan for full-scale deployment. It requires no access to your current infrastructure or data.
Where Digital Teams Work
We deploy digital teams where financial impact, data complexity, and regulatory scrutiny are highest, such as:
Banking
Our digital teams have Risk Blueprints tailored to resource‑constrained institutions facing IFRS9, CCAR/DFAST, and CECL requirements, enterprise-wide stress testing, model risk, and regulatory change.
Energy & Commodities
We deliver digital teams with Risk Blueprints to measure and manage risk in commodity‑driven balance sheets, trading exposure, and complex valuation and stress scenarios.
Endowments & Foundations
We have digital teams that come with Risk Blueprints for performance tracking, risk analysis, and reporting on complex multi-asset portfolios.
Asset Management
Digital teams are designed with Risk Blueprints to generate risk analytics, reporting, and data foundations for portfolio oversight, valuation, and investor transparency across private equity, credit, and alternative assets.
Don't see yourself? Let's talk →
What surprised us most about working with FRG was how quickly we were up and running. We didn't have to spend months training a generic AI model to understand our risk processes. FRG's blueprints and knowledge base already spoke our language. The domain expertise was baked in from day one. That meant we could put the AI to work almost immediately, and the results showed up fast. Our risk management capabilities have expanded significantly while our operating costs have come down materially. We got more and spent less, and we didn't have to build any of the foundational knowledge ourselves.
What Sets Our Digital Teams Apart
Domain-First Design
Our digital teams are trained on risk expertise accumulated over two decades, not a general-purpose LLM with a financial skin.
Explainable Outputs
The digital teams show their reasoning. This is essential for model governance, audit, and regulatory review. No black boxes.
Seamless Integration
The digital teams connect to your existing data infrastructure and risk systems via secure APIs. No rip-and-replace required.
Human-in-Charge
The digital teams assist and augment your risk professionals. Oversight, challenge, and sign-off remain firmly with your team.
Secure. Safe.
FRG has designed our digital teams with safety at the forefront. We continually update, prune and provide human-in-charge checkpoints to mitigate security risks.
Continuous Learning
The digital teams evolve as markets, regulations, and portfolios change. And we manage the digital teams for you.
While Risk Blueprints are developed on FRG's VOR Risk Intelligence Suite, digital teams work with your choice of AI model, data setup, risk platform, and reporting tools. FRG is a SAS partner and is Certified in the Claude Partner Network. Our risk professionals bring deep experience with SAS, Anthropic’s Claude, Databricks, and AWS.
FAQ
Frequently Asked Questions
Do I have to get a new risk platform for the digital team to work?
No, digital teams can work with any kind of risk platform, including the one you already have. Digital teams are a smart way to manage and run your risk processes regardless of what your technology preferences are.
Will my data be used to train AI models?
No, information and knowledge will only flow to the digital team and your organization, not the other way.
Will digital teams replace my analysts?
No, quite the contrary. The digital teams are designed to support and enhance your risk professionals. They gather intelligence, analyze, and reason through to the recommended next steps. Your risk professionals remain responsible for strategy, oversight, challenge, and sign-off.
Can the digital team go rogue or hallucinate?
The digital teams come with solid guardrails and knowledge about the importance of accuracy and veracity in risk management. Furthermore, the digital teams are deployed in strict compliance with your security architecture, and with built-in checkpoints and approval gates for humans-in-charge.
What happens if something goes wrong? How will I know?
The digital team will alert you immediately. With your approval, it can resolve many issues itself, and FRG's risk specialists support you directly with anything else.
How do we get started?
Start with a conversation. We'll learn about your risk processes and scope a complimentary proof of concept.