Understand the change
Extract requirements from regulatory documents and compare versions to identify additions, removals and modified terms.
Clarity from connected knowledge
Turn policy changes into clear business action.
Yukdhis is an AI-powered concept for regulatory impact analysis. It connects regulatory documents with internal policies, products, processes and customer relationships—so teams can understand what may change, who may be affected, and why.
Evidence-led analysis with human review for consequential changes.
Regulatory impact workflow Concept architecture
Regulatory documentRBI circular · PDF · policy update
↓
Parse & retrieveExtract content, preserve source evidence
↓
Map business relationshipsPolicies · products · processes
↓
Analyze potential impactUse graph context and read-only data tools
↓
Actionable impact reportEvidence, affected population and review tasks
RAGGround findings in source documents
Knowledge GraphConnect policies and business entities
AI AgentsCoordinate specialist workflow steps
Human in the loopReview before consequential action
The challenge
From scattered documents to connected impact.
Regulatory requirements may be written in broad language, while a bank's policies, product catalogue and customer records live in different systems. Yukdhis aims to bridge that gap with traceable AI-assisted analysis.
Connect the business
Map requirements to relevant internal policies, products and processes using a domain knowledge graph.
Assess and act
Query approved data tools to estimate impact, explain findings and prepare reports or internal notifications for review.
How it works
A traceable path from rule to response.
The prototype focuses on a narrow, demonstrable journey—not full autonomous compliance. Each stage produces an output that the next stage can validate and use.
STEP 01
Ingest
Upload a circular or retrieve a regulatory document from an approved source.
STEP 02
Parse & retrieve
Extract structured content, preserve references and index relevant passages.
STEP 03
Map
Find candidate links to internal policies, products and business processes.
STEP 04
Analyze
Check applicability and query data tools to calculate the potential impact.
STEP 05
Review & respond
Create an evidence-backed report and route recommended actions to a reviewer.
Architecture
Keep knowledge, records and reasoning in their right places.
The knowledge graph complements existing bank systems. It does not need to replace the customer database or duplicate every customer attribute.
Regulatory intelligence layer
Processes external documents and turns unstructured information into searchable, structured evidence.
01
Document ingestionPDF upload or approved regulatory source
02
ParserText, tables, sections and structured output
03
RAG / vector retrievalRelevant passages and historical versions
04
CoordinatorRoutes work and passes shared state
Business impact layer
Connects the regulatory change to business context and produces a reviewable impact assessment.
A
Knowledge graphRegulations ↔ policies ↔ products ↔ processes
B
Bank data toolsControlled, read-only access to records
C
AnalyzerApplicability, impact counts and evidence
D
ExecutorReport, notification and human approval path
Safety and trust are part of the design.
Findings should cite their source and explain their reasoning. The prototype uses read-only data access; changes to bank systems remain subject to human approval.
Product demo
See a regulatory change become an impact report.
The planned demo will walk through a sample regulation, its mapped business entities, and a resulting impact assessment. Use synthetic data for the public demonstration.
Upload and parse a sample regulatory document
Show the policy and product relationships
Review the potential impact and supporting evidence
Live demo coming soon
Replace this panel with your deployed prototype link or demo video.
The team
Different disciplines. One clearer picture.
Team responsibilities below reflect the working plan discussed during the design meeting. Update these descriptions as ownership is finalized.
SA
Saurav
Analysis support · proposed
Support regulatory comparison scenarios, edge cases and validation of impact-analysis results. Specific ownership to be confirmed.
DI
Divya
Pitch deck & storytelling
Shape the product narrative and communicate the problem, solution, architecture and business value.
SH
Shiva
Orchestration & agents
Coordinate the agent workflow and implement the orchestration, analysis and execution path.
SU
Sunil
RAG & knowledge preparation
Continue the document/RAG pipeline and prepare sample products, internal policies, customer data and graph relationships.
Yukdhis is evolving as the product concept and technical approach are validated.
Knowledge hub
Documentation, architecture and demos.
A growing knowledge hub for product thinking, technical documentation, implementation notes and interactive demonstrations.
01 · Technical↗
Architecture overview
Explore the main components, data boundaries and end-to-end workflow.
02 · Product↗
Workflow & use case
Understand how a regulatory requirement is mapped to potential business impact.
03 · Demo↗
Prototype & walkthrough
Reserve this section for the deployed demo, short video and release notes.