Enterprise AI Analyst under RayTech Platform

Stop reading reports. Start investigating with AI.

Upload spreadsheets, reports, or operational documents. FlowSummary understands your business, recommends the best investigation, and creates interactive workspaces that turn information into decisions.

Analyst thinking

Finance.xlsx

Document detected
Business context understood
Risk signals identified
Investigation recommended
Living Workspace ready
Living Workspace ready

Problem

Most AI tools stop at the answer.

Chat interfaces can read documents and generate reports, but enterprise teams still have to choose the investigation, preserve context, validate evidence, and decide what to do next.

Prompt

Read

Summarize

Copy

Repeat

Solution

FlowSummary works like an analyst, not a document chatbot.

It understands business documents, recommends the right investigation, and creates Living Workspaces that help teams make confident decisions.

Understand

Investigate

Explain

Recommend

Decide

How FlowSummary Thinks

It reasons before it generates.

FlowSummary follows a structured analyst pipeline so the output is grounded in document intelligence, business context, evidence, and user intent.

Analyst pipeline
Upload
Document Detection
Document Understanding
Business Reasoning
Intent Inference
Recommended Actions
Living Workspace
Decision Support

Done. Recommended next step: open a Living Workspace with evidence and copilot context.

Document Intelligence

Detects what the document is, which fields matter, and how the information should be interpreted.

Business Reasoning

Connects KPIs, anomalies, and evidence to business context instead of returning a generic summary.

Intent Inference

Predicts whether the team needs a dashboard, root cause analysis, forecast, presentation, or audit trail.

Recommended Actions

Prioritizes next steps based on evidence, confidence, urgency, and the likely decision being made.

Living Outputs

Creates workspaces that teams can explore, question, validate, and turn into executive-ready outputs.

How It Works

A repeatable path from document to decision support.

FlowSummary does not ask teams to decide what analysis to run first. It detects the document, infers the likely objective, and opens the workspace that fits the business problem.

1

Detect

Identifies document type, structure, fields, language, dates, entities, and business signals.

2

Understand

Builds document intelligence from metrics, dimensions, evidence, risks, and operational context.

3

Reason

Connects patterns to likely business meaning instead of treating the upload as plain text.

4

Recommend

Suggests the right investigation, action, or output before the team writes a prompt.

5

Workspace

Creates a Living Workspace where context, evidence, copilot answers, and actions stay connected.

6

Decide

Turns the investigation into decision support for executives, operators, and follow-up teams.

Living Workspace

Collaborate with AI instead of receiving static reports.

Each analysis becomes an interactive workspace. Teams can explore KPIs, compare segments, forecast scenarios, ask the copilot follow-up questions, and inspect evidence without losing context.

Executive Dashboard

Financial performance investigation

Context preserved

Revenue variance

12.4%

Margin pressure

High

Forecast confidence

78%

Recommended action

Open root cause investigation for margin pressure before generating the board presentation.

AI Copilot

“The strongest signal is expense growth in the current period. Evidence is attached from Budget, Actual, and Variance fields.”

Executive Dashboard

Decision metrics, risk signals, recommended actions, and confidence in one operating view.

Root Cause Investigation

Follow the strongest signal from KPI to dimension, evidence, and recommended next action.

Forecast Workspace

Turn current signals into scenarios, assumptions, and confidence-aware decision paths.

Presentation Workspace

Generate executive-ready narratives while preserving the evidence behind each slide.

AI Copilot

Ask follow-up questions that inherit the active KPI, dimension, filters, and reasoning context.

Evidence Viewer

Inspect source fields, supporting findings, confidence, and affected records before deciding.

Supported Documents

Built for business documents.

FlowSummary adapts its reasoning to the document type, then recommends the investigation, workspace, and output enterprise teams usually need next.

Attendance
Finance
Sales
HR
Inventory
Government
Research
Contracts
Medical
Construction
Legal
Meeting Minutes
Invoices

Enterprise Features

Designed for recurring investigation work.

FlowSummary keeps the analyst workflow structured enough for explainable reviews, continuous decision support, and management-ready outputs.

Explainable analysis

Confidence, evidence, source fields, and reasoning stay visible inside each investigation.

Continuous context

Analysis history, workspace state, recommendations, and generated outputs remain connected.

RayTech Account access

Built into the RayTech ecosystem with authenticated workspace flows.

Enterprise-ready posture

Designed for controlled document workflows, repeatable reviews, and audit-aware teams.

Comparison

Why FlowSummary is different from chat AI and BI dashboards.

Traditional AI can answer prompts. BI dashboards can show metrics. FlowSummary connects documents, reasoning, evidence, recommended actions, and continuous investigation in one analyst workflow.

Traditional AI

  • Reads documents
  • Answers prompts
  • Generates reports
  • Loses analysis context between follow-ups
  • Leaves investigation design to the user

FlowSummary

  • Understands business context
  • Recommends investigations
  • Creates interactive workspaces
  • Preserves analysis context
  • Supports continuous decision making

Interactive Demo

Watch the analyst path.

Select a stage to see how FlowSummary moves from document intelligence to a decision-support workspace.

Living Workspace

Detect

Identifies document type, structure, fields, language, dates, entities, and business signals.

Context preserved
Evidence attached
Copilot ready

Examples

Investigations that support decisions.

FlowSummary changes its workspace based on the document type, available evidence, and likely business objective.

Attendance anomaly investigation

Input

Monthly attendance file with employee, region, check-in, check-out, status, and leave reason.

Output

Creates an anomaly workspace with evidence, affected groups, recommended owner actions, and follow-up questions.

Financial board brief

Input

Finance report with revenue, expense, profit, budget, variance, and reporting period.

Output

Builds an executive dashboard, highlights variance drivers, and prepares a decision-ready presentation path.

Contract risk review

Input

Vendor agreement with obligations, payment terms, renewal windows, and termination language.

Output

Opens an evidence-backed risk workspace with obligations, renewal exposure, and recommended negotiation follow-ups.

Put document intelligence to work. Open a Living Workspace.

Upload a business document and let FlowSummary understand the context, recommend the investigation, preserve evidence, and support the next decision.