# Auditloop

*/Startups/Auditloop*

## Startup Overview

This compliance evidence engine continuously extracts and normalizes data directly from infrastructure logs. It replaces manual sampling and point-in-time checks with an always-on pipeline that maps raw technical data to specific security controls. Engineering teams use this system to maintain a perpetual state of audit readiness without interrupting their daily development workflows.

Traditional audits rely on static spreadsheet checklists and expensive manual sampling by third-party accounting firms. Security teams waste weeks gathering screenshots, running ad-hoc database queries, and formatting data to prove their controls function properly. This manual extraction is brittle and guarantees that evidence is outdated the moment it is collected.

Unlike compliance management platforms such as Drata or Vanta that depend heavily on periodic API polling or manual uploads, this architecture is continuous-collection native. It deterministically attests to compliance states at the granular log level, guaranteeing every passed control maps directly to an immutable infrastructure event. By anchoring evidence in actual execution data, organizations eliminate the gap between stated policies and technical reality.

## Startup Founding Hypothesis

**Approach**: that continuously extracts and normalizes evidence from infrastructure logs
**Competitors**:
- [Drata](/Competitors/Drata)
- [Vanta](/Competitors/Vanta)
- [Spreadsheet Checklists](/Competitors/Spreadsheet_Checklists)
- [Big Four Sampling](/Competitors/Big_Four_Sampling)
**Differentiator2x2**: continuous-collection native and deterministically attested at the log level

## Startup Solution Coordinate

**Solution**: [Continuous Evidence Engine](/Software/Continuous_Evidence_Engine)

## Startup Position2x2

```mermaid
quadrantChart
title Auditloop Position vs Competitors
x-axis Point-in-Time Sampling --> Continuous Collection
y-axis High-Level Policy Check --> Deterministic Log Evidence
quadrant-1 Continuous & Deterministic
quadrant-2 Point-in-Time & Deterministic
quadrant-3 Point-in-Time & Policy
quadrant-4 Continuous & Policy
Spreadsheet Checklists: [0.15, 0.15]
Big Four Sampling: [0.25, 0.65]
Drata: [0.80, 0.40]
Vanta: [0.85, 0.45]
Auditloop: [0.90, 0.90]
```

## Startup Customer Journey

```mermaid
flowchart LR; N1[AWS Marketplace] --> N2[Read-Only IAM Role]; N2 --> N3[Cryptographic Evidence Chain]; N3 --> N4[Readiness Dashboard]; N4 --> N5[Custom Control Framework]; N5 --> N6[Compliance Auditor];
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- Target Pilot: A 30-day proof-of-concept on a single AWS environment of up to 100 nodes. Target Result: Validation of successful edge-filtering and continuous log ingestion without triggering security or PII vulnerabilities.
- Target Pilot: A 60-day parallel run alongside a legacy compliance platform. Target Result: Demonstration of captured configuration gaps that traditional point-in-time API polling misses.
- Target Pilot: A 90-day pre-audit deployment for a 500-node infrastructure. Target Result: Generation of a complete daily attestation digest that passes an initial auditor readiness check with zero manual screenshots.
**Target Metrics**:
- Target: 100% elimination of manual infrastructure screenshots
- Aim: 85% reduction in external auditor sampling verification time
- Target: 0 auditor rejections for cryptographically hashed evidence chains
- Aim: 100% edge-filtering of payload and PII data prior to ingestion
**Target Case Studies**:
- Target: A mid-market fintech company operating an AWS-native environment with 400 nodes, transitioning from point-in-time API polling to continuous log-level evidence collection to eliminate manual SOC2 screenshot gathering.
- Target: A digital health provider managing a multi-cloud infrastructure with 1500 nodes, achieving automated ISO27001 readiness by replacing manual auditor sampling with deterministic attestation APIs.
- Target: An enterprise SaaS vendor migrating to a Big Four auditor, utilizing cryptographically hashed evidence chains to pass stringent AICPA-compliant reviews without incurring manual sampling overages.
**Testimonial Targets**:
- Target Role: VP of Engineering. Target Sentiment: Relief that read-only, edge-filtered IAM integration provides continuous compliance data without requiring engineering hours to pull evidence or exposing PII.
- Target Role: Chief Information Security Officer (CISO). Target Sentiment: Confidence that continuous log-level evidence eliminates the visibility gaps left by legacy point-in-time API polling tools.
- Target Role: External Compliance Auditor. Target Sentiment: Appreciation for receiving deterministic, AICPA-compliant evidence packages that accelerate review workflows compared to fragmented screenshots.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: Traditional auditing firms refuse to accept continuous, deterministic log attestation in place of their standard manual sampling methodologies. · Mitigation Status: unmitigated
- Severity: high · Description: Major infrastructure providers deprecate or heavily rate-limit the low-level log export APIs required for continuous evidence extraction. · Mitigation Status: in-progress
- Severity: high · Description: Incumbents like Vanta or Drata acquire or build native log-level ingestion capabilities, nullifying the primary differentiator. · Mitigation Status: unmitigated
- Severity: moderate · Description: The compute and storage costs associated with continuous, real-time log ingestion and normalization severely erode operating margins. · Mitigation Status: in-progress

## Startup Competitors

- [Drata](/Competitors/Drata) — Incumbent Platform
- [Vanta](/Competitors/Vanta) — Incumbent Platform
- [Spreadsheet Checklists](/Competitors/Spreadsheet_Checklists) — Status Quo
- [Big Four Sampling](/Competitors/Big_Four_Sampling) — Traditional Audit
- [Secureframe](/Competitors/Secureframe) — Compliance Automation
- [AuditBoard](/Competitors/AuditBoard) — Enterprise Incumbent

## Startup Token Bindings

**Vocab Fingerprint**: 731b5fab4fbaf49a

## Neighborhood

### Candidate solutions

- [Unbillable Tax Data Extraction](/Problems/Unbillable_Tax_Data_Extraction) — candidate solution for · Problems

### Composed of

- [Tax Data Extraction Service](/Services/Tax_Data_Extraction_Service) — composes · Services
- [Footnote Resolution Agent](/Agents/Footnote_Resolution_Agent) — composes · Agents
- [Nested Table Worker](/Agents/Nested_Table_Worker) — composes · Agents
- [Tax Transcription Service](/Services/Tax_Transcription_Service) — composes · Services
- [Tax Suite SDK](/Agents/Tax_Suite_SDK) — composes · Agents
- [Semantic Parsing Engine](/Agents/Semantic_Parsing_Engine) — composes · Agents
- [K-1 Parsing Worker](/Agents/K-1_Parsing_Worker) — composes · Agents
- [Document Triage Agent](/Agents/Document_Triage_Agent) — composes · Agents
- [Tax Schema API](/Agents/Tax_Schema_API) — composes · Agents
- [Semantic Vision Engine](/Agents/Semantic_Vision_Engine) — composes · Agents
- [Log Normalization Worker](/Agents/Log_Normalization_Worker) — composes · Agents
- [Evidence Extraction Agent](/Agents/Evidence_Extraction_Agent) — composes · Agents
- [Continuous Attestation Service](/Services/Continuous_Attestation_Service) — composes · Services
- [Infrastructure Telemetry API](/Agents/Infrastructure_Telemetry_API) — composes · Agents
- [Deterministic Evidence Engine](/Agents/Deterministic_Evidence_Engine) — composes · Agents

### What it offers

- [Tax Extraction Engine](/Software/Tax_Extraction_Engine) — offers · Software
- [Continuous Evidence Engine](/Software/Continuous_Evidence_Engine) — offers · Software
- [Auditloop Parse Engine](/Software/Auditloop_Parse_Engine) — offers · Software

### Embodies

- [Software](/Theses/Software) — embodies · Theses

### Who it serves

- [Accounting Firm](/CompanyTypes/Accounting_Firm) — serves · CompanyTypes
- [social science research assistants](/CompanyTypes/social_science_research_assistants) — serves · CompanyTypes

### What it addresses

- [credentialing new providers with payer portals that each want different documents](/Problems/credentialing_new_providers_with_payer_portals_that_each_want_different_documents) — addresses · Problems

### Competitors

- [Dual-Monitor Manual Transcription](/Competitors/Dual-Monitor_Manual_Transcription) — competes with · Competitors
- [CCH ProSystem fx Scan](/Competitors/CCH_ProSystem_fx_Scan) — competes with · Competitors
- [SurePrep 1040SCAN](/Competitors/SurePrep_1040SCAN) — competes with · Competitors
- [Offshore Data Entry](/Competitors/Offshore_Data_Entry) — competes with · Competitors
- [Manual Transcription](/Competitors/Manual_Transcription) — competes with · Competitors
- [Manual OCR Correction](/Competitors/Manual_OCR_Correction) — competes with · Competitors
- [AutoEntry](/Competitors/AutoEntry) — competes with · Competitors
- [Dual-Monitor Transcription](/Competitors/Dual-Monitor_Transcription) — competes with · Competitors
- [Manual line-by-line transcription](/Competitors/Manual_line-by-line_transcription) — competes with · Competitors
- [Thomson Reuters SurePrep](/Competitors/Thomson_Reuters_SurePrep) — competes with · Competitors
- [Offshored Data Entry Temps](/Competitors/Offshored_Data_Entry_Temps) — competes with · Competitors
- [Manual Dual-Monitor Transcription](/Competitors/Manual_Dual-Monitor_Transcription) — competes with · Competitors
- [Offshore Data Entry Temps](/Competitors/Offshore_Data_Entry_Temps) — competes with · Competitors
- [CCH ProSystem Fx](/Competitors/CCH_ProSystem_Fx) — competes with · Competitors
- [offshored data entry](/Competitors/offshored_data_entry) — competes with · Competitors
- [Offshore Data Entry Teams](/Competitors/Offshore_Data_Entry_Teams) — competes with · Competitors
- [offshore seasonal data entry](/Competitors/offshore_seasonal_data_entry) — competes with · Competitors
- [Drata](/Competitors/Drata) — competes with · Competitors
- [AuditBoard](/Competitors/AuditBoard) — competes with · Competitors
- [Big Four Sampling](/Competitors/Big_Four_Sampling) — competes with · Competitors
- [Spreadsheet Checklists](/Competitors/Spreadsheet_Checklists) — competes with · Competitors
- [Vanta](/Competitors/Vanta) — competes with · Competitors
- [Secureframe](/Competitors/Secureframe) — competes with · Competitors

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