GenAI-Powered Organizational Impact & Work Intelligence Platform for People Insights
Accelerating real work impact for people, squads, and organizations by leveraging people analytics & Organizational Network Analysis (ONA).
At a Glance
Accenture reports suggest that companies with AI-led processes resulted in 2X workforce productivity and 3X better AI scaling compared to peers.
As a rapidly scaling startup, this HR-tech product company aimed to revolutionize workforce collaboration enabled with AI. They had challenges in building and operationalizing LLM-powered solutions within their product ecosystem.
We addressed these challenges by implementing AI-driven profile enrichment, skills mapping, and dynamic squad insights. This methodology transforms workforce data into actionable intelligence, enabling streamlined operations and improved performance.
Key Highlights
Gen-AI Enabled Squad Members Profile Summaries
Persona based People Collaboration
Work Network Insights with ONA
Personality Assessment of Behavioural traits
Squad Analytics & Engagement
Work Relationship and Connection Building
Challenges
- AI Product Maturity – From Prototype to Successful Production-Grade Solution
- Sensitive People Data Privacy, Security & Compliance
- Strategic Model Selection – Open Source vs. Closed Source
- Enterprise-Scale Hallucination Prevention
- Technical Debt Reduction: Eliminating Foundational Gaps
About Client
A visionary startup delivering a behavioural science-driven AI platform that fosters deep collaboration, strengthens workplace cohesion, and enhances organizational alignment, eliminating friction and driving sustainable impact at scale.
HRTech
Industry
Workforce IQ
Use Case
North America
Location
How we helped?
Azilen solved this challenge by designing an AI-driven solution that leverages ONA to analyse workplace dynamics. To align evolving talent with business needs, the platform incorporates behavioural surveys that boosts skill mapping and LLM powered squad analytics for upgrading workplace.
130%+
Increased Individual’s Productivity
+12.5%
Global Workforce Analytics Size
+190%
Cross-Team Functionalities & Team Decision Speed
The Solution
We’ve developed a next-generation, GenAI-powered Organizational Impact & Work Intelligence Platform designed to transform how enterprises understand and empower their workforce.
At its core, the software blends behavioural assessments with AI-driven squad members profiling to generate dynamic, workstyle-based summaries. These enriched profiles become the foundation for forming high-performing, balanced squads aligned to both personality and performance drivers.
This platform helps squads understand individual work styles and preferences to enable better squad alignment. It combines assessment data and squad interactions to generate actionable insights, supported by a context engine and language model for accurate, relevant responses.
Platform Users:
The platform is designed around three primary user roles, each with distinct responsibilities and areas of impact within the organization:
✦︎ Squad Member Complete workstyle assessments and receive AI-generated work profiles aligned with organizational goals to enhance squad effectiveness.
✦︎ Squad Captain Build high-performance squads by selecting members based on skill compatibility, defining objectives, and monitoring collaboration and capability distribution.
✦︎ Commander Manage organizational setup, client onboarding, user access, and identity management across environments.
AI does not keep me up at night. What does? The idea that we might not use AI to its fullest, to help us collaborate and understand each other better.
– Astro Teller, Head of Google X
Platform Software Entities:
The Organizational Impact & Work Intelligence platform consists of two core software entities that support distinct user roles and workflows across web and mobile environments.
✦︎ Progressive Web Application (PWA) – A browser-based interface designed for commander, Squad Captains and Squad Members, structured with robust role-based access controls (RBAC) to ensure secure and easy access.
✦︎ Mobile Application – A PWA-enabled mobile experience primarily for Squad Captains and Squad members, facilitating on-the-go access to personalized AI-driven Squad collaboration platform.
Platform Core Functions
1. AI-Driven Profile Enhancement for Squad members(Peers).
✦︎ Intelligent Profile Optimization
➜ Transforms manual input of professional credentials into polished and impactful profiles.
➜ Executed our Gen-AI model to standardize skill descriptions and highlight relevant competencies of users.
✦︎ Productivity Pattern Recognition
➜ Identifies peak performance conditions through contextual analysis.
➜ Understands behavioral engagement patterns of users with real time workplace environments and tasks.
✦︎ Personalized Development Insights
➜ Generates data-driven strength assessments and peer-to-peer growth opportunities.
➜ Predicts optimal workplace dynamics for individual and group contributors.
2. Workstyle Intelligence for Squad Formation and Leadership
✦︎ AI-Powered Squad Clustering
➜ Curate squad clusters with multi-dimensions – skills, competencies.
➜ Identify non-intuitive collaboration areas creating silos.
➜ Workstyle comparison among cross-functional squads.
✦︎ Comprehensive People Analytics
➜ Structured data collection through conversational prompts.
➜ Actionable workforce insights
➜ Periodic assessments – Align squad capabilities with strategic objectives
✦︎ Relationship Mapping Through Org-wide ONA
➜ Identify trust networks
➜ Map the communication patterns
➜ Collaboration bottlenecks
➜ Knowledge transfer obstacles
➜ Optimizations in cross-functional squad work
3. Dynamic Skill Mapping & Squad Optimization for Squad Captains
✦︎ Automated Workforce Process Enhancement
➜ Streamlines role alignment in squad through AI-driven skill mapping.
➜ Using our Gen-AI model generates summaries.
➜ Generates real-time squad composition recommendations.
✦︎ Psychological Evaluation
➜ Leverages standardized assessment tools.
➜ Translating complex personality attributes into actionable squad insights.
➜ Enhances communication effectiveness through behavioral pattern recognition.
✦︎ Adaptive Workflow Intelligence
➜ Embeds predefined workflow templates for immediate implementation.
➜ Evaluates AI query performance to refine recommendations continuously.
➜ Delivers real-time engagement strategies based on emerging patterns.
Below is the Functional Overview of an Organizational Impact & Work Intelligence Platform:
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