Audit Agent

Parse it. Rule-check it.
AI-review it.

The backend engine that parses a document, runs deterministic brand-compliance rules plus an AI review against your own guidelines, and produces a reviewable, annotatable findings report. Powers PPTX Auditor and PDF Auditor today, built to add new formats without touching the shared pipeline.

Deterministic Rules AI Semantic Review Findings & Review Shared Pipeline
Deterministic Rules

Instant brand-compliance
checks, every time

Before anything AI-powered runs, Audit Agent runs a fast, deterministic rule pass against every page or slide — the same checks, the same results, every single time.

  • Runs against every page/slide instantly, no waiting on an AI call
  • Catches missing confidentiality statements and draft markers
  • Flags tone, terminology, and style-guide violations
  • Same rule engine reused across every document format
Open PPTX Auditor
totalapp.app / pptx-auditor
Rule Pass — 24 slides scanned
Slide 3 — Missing confidentiality statement
Brand rule · required footer
Slide 7 — "DRAFT" watermark left in place
Brand rule · release checklist
Slide 12 — Terminology mismatch: "client" vs "customer"
Style rule · glossary
AI Semantic Review

A slower, smarter pass
that reads for meaning

After the deterministic pass, a second AI review reads the actual content against your own guidelines document — catching what a rule engine alone never could.

  • Reviews content against your uploaded brand/style guidelines
  • Reads for tone, positioning, and messaging consistency
  • Runs as a distinct, slower pass so fast rule checks aren't blocked
  • Every AI finding cites the specific page/slide it came from
Run AI Review
totalapp.app / ai-review
Guideline: brand-voice-v3.pdf
Slide 5 — Tone reads overly casual for an enterprise deck
Guideline requires formal register for external decks; phrase "let's dive in" doesn't match section 2.1 of your voice guide.
Slide 18 — Competitor named without required disclaimer
Legal guideline requires a comparison disclaimer whenever a named competitor appears.
Findings & Review

One row per finding.
You decide what matters

Every rule violation and AI observation lands as a reviewable, annotatable row. Accept it, dismiss it, or leave a note — nothing is final until a human says so.

  • Accept, dismiss, or annotate every finding individually
  • Findings grouped by page/slide for fast triage
  • A saved report captures the reviewer's final decisions
  • Nothing auto-blocks publishing — the human stays in control
Review Findings
totalapp.app / findings
Missing confidentiality statement Accepted
"DRAFT" watermark left in place Dismissed
Tone reads overly casual Annotated
Shared Pipeline

One engine.
Any document format

Only the file parser changes per format — PPTX via XML/ZIP, PDF via text extraction. The rule engine, AI review, and findings report are shared, so adding a new auditor never touches the core pipeline.

  • Powers PPTX Auditor and PDF Auditor today
  • New document/media formats plug in as new parsers, not new engines
  • Rules, AI review, and findings UI are 100% shared across auditors
  • More formats on the roadmap without pipeline rewrites
Explore Auditors
totalapp.app / audit-engine
PPTX Auditor LIVE
PDF Auditor LIVE
Media Auditor ROADMAP
All Capabilities

Everything in the box

Audit Agent ships a complete deterministic + AI review pipeline, ready to power any document auditor you add.

Deterministic Rules

A brand/compliance rule pass runs instantly against every page or slide — same checks, same results, every time.

AI Semantic Review

A slower, smarter pass that reads content against your own guidelines document for tone, positioning, and messaging.

Per-Item Findings

Draft markers, missing confidentiality statements, tone and terminology issues, style violations — one row per page or slide.

Human Review Loop

Accept, dismiss, or annotate every finding before a report is saved — nothing is final until a human decides.

Format-Agnostic Pipeline

Only the file parser changes per format — PPTX via XML/ZIP, PDF via text extraction — the rest of the engine is shared.

Multi-Auditor Ready

Powers PPTX Auditor and PDF Auditor today, with more document and media formats on the roadmap.