Generative AI for Automated Policy Drafting
Transforming how a public institution manages compliance and communication with advanced AI solutions
Our GenAI Consulting Services
We help teams across sectors explore, implement, and scale generative AI solutions with confidence. From strategy to deployment, our support is tailored to your goals, capabilities, and industry context.
- Opportunity Discovery & Use Case Validation
- Model Selection, Customisation & Fine-Tuning
- RAG Pipelines & Knowledge Integration
- Responsible AI & Governance Frameworks
- MVPs, Prototypes & Pilot Implementations
- User Training, Team Upskilling & Change Enablement
Ready to Explore the Potential of GenAI?
Whether you’re experimenting or scaling, we’ll help you unlock value through tailored GenAI strategies.
Let’s discuss how GenAI can work for you.
Generative AI for Automated Policy Creation and Validation
Accelerating compliant policy creation with fine-tuned LLMs and secure AI infrastructure.
Client & Goal Overview
Client Type
Government Agency (Education Sector)
Challenge
Manual drafting of internal policies and compliance documents was slow, inconsistent, and required excessive legal oversight. The goal was to explore whether GenAI could be safely used to assist in policy drafting while ensuring alignment with legal and regulatory frameworks.
Our Role
Design and implementation of a GenAI pipeline to automate and accelerate policy document generation, fine-tuned for tone, audience, and legal compliance.
Project Journey & Results
Project Scope
Fine-tuned a GPT-based model using institutional policy documents.
Integrated retrieval-augmented generation (RAG) to ensure factually-grounded outputs.
Developed a user-facing interface for internal departments to generate drafts based on structured prompts.
Implemented ethical and privacy guardrails tailored to the public sector.
Technical Stack
- Model: GPT-4 with RAG over internal policy corpus (Azure OpenAI)
- Pipeline: LangChain + Azure Functions
- Data Layer: Azure Blob + FARES embeddings
- Interface: Streamlit frontend with version control
- Security: Microsoft Entra ID (ex-Azure AD)
Results
- Improved compliance alignment through real-time citation of reference frameworks.
- Enabled non-legal staff to initiate compliant drafts without risk.
- Scalable blueprint now being extended to other departments.
🟧 Reduced average policy draft time from 7 days to 2 hours.
🟧 Drafting time reduced by 90%.
🟧 Policy consistency improved across 5 departments.
Ready to explore Generative AI in your organisation?
✓ Discover how tailored LLM solutions can drive efficiency and compliance. ✓ Book your strategy consultation below to assess use cases, risks, and ROI. Have a question or idea?
Explore Other Projects
Whether it's transforming data into strategic insight, deploying intelligent systems, or building scalable AI solutions, these projects reflect the diversity and depth of our consultancy work. Explore how we've partnered with clients to solve complex problems, unlock value, and drive innovation across sectors.
