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Text to Risk Assessment Agent

Automated Risk Assessments, Built for Real-World Governance.

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Agent Overview

The Text to Risk Assessment Agent streamlines the creation of risk assessments from natural language descriptions. This AI risk assessment tool allows teams to outline scenarios, controls or operational context in plain English and receive structured, standards-aligned risk assessments instantly. It helps organisations reduce manual workload, improve consistency and support stronger governance across every department.

What the Agent Can Do

💠 Transforms written inputs like incident reports, safety notes and operational plans into structured risk assessments. 💠 Identifies hazards, evaluates risks and recommends appropriate controls. 💠 Produces assessments aligned with your organisation’s formats and governance standards.
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What it means for Your Team

Your teams can produce consistent, high-quality risk assessments without needing specialist training or manual formatting. By interpreting everyday language and applying your organisation’s risk criteria, the agent ensures assessments are accurate, structured and aligned with approved standards. This supports compliance, improves documentation quality and strengthens governance across departments. This will reduce your administrative workload by enabling faster, better-informed decision-making when risks arise.
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🛠️ How We Built It

Combining advanced language models with built-in risk logic, the agent produces structured, standards-aligned assessments ready for review. Its architecture is designed to enhance AI risk management and ensure transparent, auditable outputs for every assessment. Years of hands-on experience at ADSP developing, evaluating, and stress testing advanced data agents have shaped a system that is reliable, high performing, and engineered with real operational environments in mind. Our approach focuses on measurable accuracy, tight feedback loops, and robust methods that consistently outperform generic text to risk assessment tools.

🧬 Tech Stack

Python | React | Docker | FastAPI
You will get a Python based back end API served via FastAPI for dynamic and flexible data, a React frontend configurable to have your company branding and deployed via Docker for portability no matter where you want to host it.

đź§© Seamless Integration

Easily connects to your incident, compliance and documentation systems, configured to fit existing governance workflows. This digital risk assessment capability ensures your risk data flows securely and automatically between tools, reducing manual input. Supported platforms for this agent include:
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Google Cloud platform
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Google Cloud platform
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Building Scalable AI Solutions for Enterprise

We use a structured 3-phase approach to help your organisation design and implement AI seamlessly across your operations. From strategy to deployment, each step is engineered for security, scalability, and measurable success.

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Got a project in mind or just want to hear more? Get in touch and we'll get back to you right away.