Flora AI
Bloomfilter's Flora AI module centers on an agentic assistant embedded in the Bloomfilter platform that connects to development tools like Jira, GitHub, and Azure DevOps to deliver real-time, natural language insights about software delivery performance, risks, and process health offering artifact analysis, instant risk scoring, deep research, and an Agent Mode that lets users generate interactive charts and actionable insights through plain-language conversation rather than manual dashboard navigation.
Flora AI Overview
Bloomfilter’s Flora AI is an agentic AI assistant embedded within the Bloomfilter platform that helps organizations understand and optimize their software development lifecycle (SDLC) and agentic processes.
What is Flora AI?
Built on Bloomfilter’s Process Intelligence Platform, Flora analyzes data from across your development ecosystem—such as Jira, GitHub, and Azure DevOps—to generate clear, actionable insights about how work actually gets done.
Instead of requiring manual analysis or static reports, Flora allows users to ask questions in natural language and receive intelligent, context-aware answers about delivery performance, risks, and process health.
Why Flora AI is Valuable?
Flora AI helps organizations make faster, smarter decisions by turning complex SDLC data into clear, actionable insights.
Improves visibility – Provides a real-time, unified view of software delivery across teams and tools
Reduces risk – Identifies potential issues early with AI-driven risk scoring and trend analysis
Accelerates decision-making – Delivers executive-ready insights without the need for manual reporting
Simplifies access to data – Enables natural language queries, making insights accessible to both technical and business users
Builds trust and consistency – Operates within defined AI safety and governance standards
Flora ultimately transforms software delivery data into a strategic asset—helping teams move from reactive reporting to proactive, data-driven execution.
Types of Flora AI Analysis
Flora Artifact Analysis
Select the Flora icon 
on any component to generate Flora insights based on data in that chart or table.
Supported Artifacts:
Strategy:
Goal, Objective, Initiative & Epic: Throughput, Focus & Flow By Phase Charts
Financials
Cost vs Output, Allocation of Costs, Cost by Initiative, Agent Costs Views.
Process Analysis
All Portfolio, Team, Board Views
Work Periods
Sprint Analysis, Cumulative flow, Measure comparison & Work Period Comparison views.
Flora Instant Analysis
Flora will automatically generate insights for users across multiple modules in Bloomfilter by providing instant analysis .
Goal/Objective Analysis in our Strategy Module
Sprint Health Score & Insights in our Work Periods Module
Risk Assessment & Score in our Adherence Module
Flora Risk Analysis
Inside Bloomfilters Adherence module, Flora empowers teams to proactively identify and mitigate project risks while tracking performance against defined targets. By analyzing work items across multiple dimensions, Flora provides clear visibility into potential bottlenecks, quality issues and adherence to team goals. With customizable filters, AI-powered insights and flexible target setting, this module helps teams maintain quality standards, reduce risk exposure and ensure consistent delivery against commitments.
Flora Chat
Select the Flora Icon 
at the top right to open Flora in a side panel.
(This view will also automatically inherit any filters and artifacts your currently viewing.)
or
Select the Flora [ Chat] Button at the bottom left to enter full screen mode.
Flora Agent Mode
Select [ Agent] button to open Flora Agent Chat Mode.
Instead of navigating dashboards and reports, you can simply ask questions in plain language—and Flora will:
Generate interactive charts
Provide instant analysis
Guide you with follow-up insights
It brings your data, visuals, and analysis into a single conversation.
Flora Deep Research
Deep Research Mode is designed for more comprehensive analysis across a broader scope of data.
You can ask more complex questions like:
What happened over a specific timeframe
Executive performance summaries
Bottleneck analysis across workflows
Flora will synthesize large amounts of data and provide structured insights and recommendations.
This is ideal for leadership reviews or deeper investigations
Learn More About The Different Types of Flora Analysis:
Flora Chat
How to Access Flora AI Chat
Select the Flora icon at the top right to open Flora in a side panel.
(This view will also automatically inherit any filters and artifacts your currently viewing.)
OR
Select Flora at the bottom of the page to open up Flora Agent mode
Flora Navigation:
View and Minimize Chat Histories
Prompt Input Area
View Suggested Prompts & See Integrations
Switch Analysis Model
Create New Chat () & Download PDF of Existing Chat ()
Example Prompts:
Tell me what happened on [Project Name or Board Name] From [Insert Date] to [Insert Date]
Provide Executive Overview and Performance Analysis for [@Project Name, @Board Name or @Work Period] From [Insert Date] to [Insert Date]
Provide Insights and Recommendations for Project [Project Name or Board Name]
Analyze [@Board] from [Insert Date] to [Insert Date] and identify where the main bottlenecks, and which workflow states contribute most to delays?
Review the process map flow for @[Board] From [Insert Date] to [Insert Date]. Highlight any insights and recommendations to improve performance.
@ Prompting For Refined Object Tagging
Type @ in the input or click the @ icon in the toolbar to tag Bloomfilter objects directly in your message. Flora uses the tagged object as explicit context, so you can ask questions like "What's the cycle time trend for @Team Phoenix?" without ambiguity.
Supported Object Types
Portfolios, Teams, Boards, Goals, Outcomes, Initiatives, Epics, and Sprints
Features
A popover appears as you type after @, filtered by your search query and organized by object type.
Selected objects appear as removable mention pills above the input box for clarity.
On submission, the human-readable [@Name] syntax is replaced with a structured reference that Flora's backend can resolve.
Object tagging is behind the FloraObjectTagging feature flag and activates automatically when enabled for your organization.
Tips for Getting the Best Results with Flora
Keep conversations short and focused Flora works best with concise interactions. After getting your initial results, you can ask one-2 follow-up questions—but for the most accurate insights, it’s often better to start a new chat.
Start fresh for better insights Beginning a new chat with a clear, specific question helps Flora deliver more meaningful and relevant analysis.
Be specific with what you’re analyzing Use the @ symbol in your prompt to quickly reference specific Projects, Boards, Teams, Work Periods, or Initiatives.
If something isn’t found or you see an error Try these quick steps:
Make sure you’re in the correct portfolio (Master or your team’s portfolio)
Start a new chat and re-enter your question to avoid any carryover from a previous conversation
Use @ to reference the exact item you’re looking for
If Flora still can’t find it, try typing the item using this format: [Work Item Type + Name]
Flora Agent Mode
Select [ Agent] button to open Flora Agent Chat Mode.
Instead of navigating dashboards and reports, you can simply ask questions in plain language—and Flora will:
Generate interactive charts
Provide instant analysis
Guide you with follow-up insights
It brings your data, visuals, and analysis into a single conversation.
See our Agent Mode Field Guide for more Information
Flora Artifcat Analysis
Select the Flora icon on any component to generate Flora insights based on data in that chart or table.
This allows you to generate insights directly from any chart or table in Bloomfilter. You simply click the Flora icon on a visualization, and Flora analyzes the data behind it. So instead of interpreting charts manually, Flora explains what’s happening for you.
Supported Artifacts:
Strategy:
Goal, Objective, Initiative & Epic: Throughput, Focus & Flow By Phase Charts
Financials
Cost vs Output, Allocation of Costs, Cost by Initiative, Agent Costs Views.
Process Analysis
All Portfolio, Team, Board Views
Work Periods
Sprint Analysis, Cumulative flow, Measure comparison & Work Period Comparison views.
Flora Risk Analysis
Inside Bloomfilters Adherence module, Flora empowers teams to proactively identify and mitigate project risks while tracking performance against defined targets. By analyzing work items across multiple dimensions, Flora provides clear visibility into potential bottlenecks, quality issues and adherence to team goals. With customizable filters, AI-powered insights and flexible target setting, this module helps teams maintain quality standards, reduce risk exposure and ensure consistent delivery against commitments.
See our Adherence Field Guide for more detailed informaiton on risk analysis
Flora Deep Research
Deep Research Mode is designed for more comprehensive analysis across a broader scope of data.
You can ask more complex questions like:
What happened over a specific timeframe
Executive performance summaries
Bottleneck analysis across workflows
Flora will synthesize large amounts of data and provide structured insights and recommendations.
This is ideal for leadership reviews or deeper investigations
Last updated