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Rivac AI Labs
Specialized & Cross-Industry Services

Document Generator

Turning live data into a polished, client- or board-ready document (a proposal, a report, a presentation) is usually a manual, repetitive task that eats hours every time the underlying numbers change. This service builds automated document generation straight from your data: professional PDF, PowerPoint, Word, and Excel outputs with embedded charts and visualizations, generated programmatically instead of rebuilt by hand each cycle. It's for teams that produce the same type of report or deck repeatedly (client reports, board decks, proposals) and are tired of manually reformatting them every time the numbers move. You get documents that regenerate automatically from current data, in the polished format your audience expects.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose the current manual document-production process and identify the highest-volume, highest-friction report.

  2. 2

    Build and pilot automated generation for that one document type, tested against a manually produced version.

  3. 3

    Review output quality and formatting with the team that currently produces these documents by hand.

  4. 4

    Roll out automated generation across all document types and formats needed.

What You Get

Deliverables from this engagement

  • An automated document-generation pipeline (PDF, PPTX, DOCX, XLSX)
  • Templates matching your existing branding and format standards
  • Embedded, auto-updating data visualizations
  • Source code and templates your team owns and can modify

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Intake

  • Sample Report or Deck Collected
  • Scoping Call on Format Needs
  • Highest Volume Document Selected

Pilot Build

  • Template Structure Defined
  • Data Source Connected
  • Script Generates PDF or PPTX

Validation

  • Compare to Manually Built Version
  • Formatting and Data Correct
  • Approved Template Logic

Delivery

  • On Demand Generation Script
  • Delivered to Report Owner
  • Report Owner Confirms Format

Cloud-Native / Managed Services Architecture

Source Layer

  • Client Data Warehouse
  • Managed API Connector
  • Cloud Function Runtime

Generation Operations

  • Templating Engine Service
  • Chart Rendering Library
  • PDF PPTX DOCX XLSX Renderer

Managed Storage

  • Cloud Document Storage Bucket
  • Version History Store

Delivery Layer

  • Signed Download Links
  • Client Portal Access
  • Usage Analytics on Documents
  • Scheduled Storage Cleanup Job

Event-Driven & Automation-First Architecture

Triggers

  • Source Data Refreshed
  • Webhook to Generation Service
  • Scheduled Report Date
  • Cron Trigger

Automation Layer

  • Auto Data Pull Job
  • Template Population Engine
  • Auto Rendered Document Set

Review Gate

  • Data Values Out of Expected Range
  • Flag for Analyst Review
  • Auto Publish Document

Delivery

  • Document Delivered by Email or Portal
  • Generation Log Recorded
  • Notification to Report Owner

Enterprise-Grade & Compliance-Ready Architecture

Governance Layer

  • Brand and Format Standards
  • Approved Template Library
  • Access Controlled Generation Service

Secure Pipeline

  • Role Based Data Access
  • Encrypted Document Store
  • Watermarked Draft Versions

Auditable Process

  • Versioned Document History
  • Change Log per Template
  • Compliance Review Checkpoint

Compliance Delivery

  • Signed Off Final Document
  • Audit Export for Records
  • Retention and Deletion Schedule

AI-Augmented, Human-in-the-Loop Architecture

Source Ingestion

  • Live Business Data
  • Report Narrative Inputs

AI Analysis Layer

  • AI Narrative and Layout Drafting
  • Draft Charts and Visualizations
  • Draft Document Assembly

Human in the Loop

  • Report Owner Review
  • Numbers and Tone Are Correct
  • Flag Corrections to Template
  • Human Approved Final Document

Delivery

  • Published PDF PPTX DOCX XLSX
  • Delivered to Client or Board
  • Template Reused Next Cycle

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • CRM or ERP Data
  • Data Warehouse
  • Brand Asset Library

Generation Core

  • Template and Data Binding Engine
  • Multi Format Document Builder

Two Way Sync Layer

  • Document Management System Sync
  • Email or CRM Attachment Push
  • Client Facing Portal

Shared Governance

  • Stakeholder Review Cycle
  • Template Version Control
  • Brand Asset Updates Synced
  • Next Cycle Template Approved

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Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Document Generator

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call