3x
Faster Analysis
Business teams get answers in natural language - no more waiting in line for an analyst.
Enterprise Data AgentGive Every Team an AI Employee Who Knows Your Data
Most AI tools answer questions. Dora closes the loop - from data query to report, alert, push, and follow-up.
Trusted BI Assets
Purpose-Built Skills
Lower Token Usage
Faster Execution
Stable Workflow Delivery
Dora
Enterprise Data Agent
Ask once. Dora finishes the work.
Retrieve governed metrics
Run Skill-based analysis
Generate charts and reports
Push alerts and follow-up
Output
Daily GM briefing delivered to Teams at 8:00 AM.
Data Analyst Agent
Query + analyze
Report Generation Agent
Reports in minutes
Briefing Agent
Scheduled summaries
Risk Monitoring Agent
Always-on alertsYour Business Needs More Than an AI That Answers
Generic AI stops at the answer. Enterprises need an agent that works on trusted data, respects business logic, and actually gets the job done.
Generic AI
Relies on uploaded files or ad-hoc data input
Better suited for small, one-off analysis
Prone to inconsistent metrics and definitions
Primarily outputs text responses
Results still require manual handoff
Limited enterprise security and access control
Dora
Connects to existing BI, reports, and metric assets
Built for large-scale, continuously updated enterprise scenarios
Grounded in unified KPIs, semantic layers, and permission systems
Queries, analyzes, charts, generates reports, and pushes alerts
Supports end-to-end task closure and multi-channel delivery
Enterprise-grade permission governance, security, and integration
Built to Deliver Data Work, Not Just Answers
Dora combines governed BI assets, reusable Skills, enterprise permissions, and workflow delivery, so data agents can execute repeatable business tasks with lower token usage, faster performance, and more stable results.
Runs on Trusted Data
AI analysis grounded in your existing data assets - not guesswork.
- Connects to FineBI, FineReport, Tableau, Power BI, and other BI assets you already trust
- Reuses your existing KPI definitions, analysis subjects, and permission structures
- Ensures AI works on data that is real, unified, and traceable
- Supports Excel / CSV as supplementary input, with database connectivity on the roadmap
Your Existing Data Assets
Metrics HubSubjectsDashboardsReports
Dora
Trusted analytics worker
Unified data definitions
Permission inheritance & governance
Full data traceability
Trusted analytics engine
AI-Executed Data Tasks
Query DataDeep AnalysisChart GenerationReport CreationAnomaly Alerts
Permission Inheritance · Role-Based Access Control · Data Security
A Data Agent Team for the Work Your Teams Repeat Every Day
Dora turns your most repetitive data work into AI digital employees - so your people stop chasing numbers and start making decisions.
Try asking: What's the monthly sales trend across all our stores? How big was the shift between September and August?
Core value: Faster analysis, earlier signals, and decisions that don't wait.
What's the monthly sales trend across all our stores? How big was the shift between September and August?
Monthly Store Sales Trend Analysis
Sep Sales
1.15M
Down 28% vs last month
Aug Sales
1.59M
Stable
Sep vs Aug
-28%
Down 28%
Peak This Year (Jul)
1.61M
Annual high
Sales Trend (10K)
AI Analysis Summary
- Jan-Aug trend was stable, with sales fluctuating between 1.4M and 1.61M.
- July hit the annual peak at 1.61M - a standout month.
- Sep sales dropped to 1.15M, down 28% from Aug's 1.59M. Recommend investigating root causes.
The Difference Dora Makes
Most AI tools stop at the answer. Dora goes further - into your data, your systems, and your workflows. The result: data that actually gets things done.
7 days -> 2 days
Reports, Rebuilt
Auto-generated charts, narratives, and summaries cut production time - and eliminate the copy-paste errors that come with manual assembly.
1h+ / day
Saved Per Person
Scheduled dailies, weeklies, and briefings pushed automatically - so your team stops hunting for numbers and starts acting on them.
24h
Always-On Monitoring
Key metrics watched around the clock. Anomalies flagged the moment they happen - not discovered in the next morning's meeting.
Everything You Wanted to Know About Dora
Generic AI tools are built for Q&A, text generation, and file analysis - and they typically require users to upload data manually. Dora is an enterprise Data Agent platform built for real business data workflows. It connects to your existing BI assets and permission systems, and executes data tasks - querying, analyzing, reporting, pushing, and alerting - through purpose-built Skills. The difference isn't just what Dora knows. It's what Dora can do.
No. Dora is designed to work on top of what you already have - FineBI, FineReport, Tableau, Power BI, and other BI and reporting assets. It reuses your existing analysis subjects, dashboards, KPI definitions, and permission settings. You don't start from scratch. You start from where you already are, and layer in AI Agent capabilities from there.
A Skill is not a prompt. Prompts are instructions; Skills are capabilities. Dora's Skills package FanRuan's product capabilities, data analysis actions, and business workflows into something AI can actually invoke and execute. Through Skills, Dora moves beyond able to answer to able to act - running queries, attributing root causes, generating charts, producing reports, monitoring KPIs, and firing anomaly alerts.
Think of it this way: a Prompt states the request, a Skill delivers the capability, and an Agent is the worker that plans and completes the task.
A user submits a Prompt - for example, "Why did sales drop this month?" The Agent understands the goal and determines which Skills to invoke. The Skills connect to data and systems, then execute the actual work: querying, analyzing, generating the report, and flagging the anomaly.
Prompt = the ask. Skill = the ability. Agent = the worker.
Yes. Dora supports on-premise, private cloud, and hybrid deployment to meet your security, compliance, and data governance requirements - keeping sensitive data inside your controlled environment. It also inherits your existing permission and access control structures, so every role only sees what they're authorized to see.
Dora is built on an enterprise-grade security architecture. It inherits your existing permission systems and enforces role-based, department-level, and data-scope access controls. With permission inheritance, full data traceability, and strict access boundaries, Dora significantly reduces the risk of unauthorized queries, sensitive data exposure, and data misuse.
Yes. Dora integrates with your existing collaboration platforms and business systems - pushing analysis results, business summaries, daily and weekly reports, and anomaly alerts directly to Slack, LINE, Teams, and wherever your teams actually work. Data stops living in dashboards and starts showing up where decisions get made.
Your Next Hire Doesn't Need a Desk.
Give every team an AI digital employee that knows your data, respects your rules, and gets the job done - every single day.