Outcome in Numbers

Higher assurance with fewer hours

100%

coverage of GL and sub-ledger transactions

24-72

hours to triage high-risk exceptions

5 days

faster close-to-audit handoff

Solutions

Continuous audit monitoring
and remediation workflows

Gruve’s financial reporting audit agent continuously analyzes financial data,
surfaces high-risk anomalies, and guides remediation through governed,
human-in-the-loop workflows.

Solution 1

Continuous transaction analysis

Autonomous data ingestion
and normalization

Secure connectors unify GL, AP/AR, inventory, and revenue sub-ledgers with schema mapping and data quality checks.

Continuous
anomaly detection

ML-driven population testing flags irregular entries, timing mismatches, duplicates, and unusual reclassifications with confidence scores.

Revenue recognition
analytics

Rules- and model-based checks for ASC 606/IFRS 15 patterns, contract alignment, allocation, and period cut-off integrity.

Accrual and cut-off integrity

Variance analysis and trend baselining identify over/under-accruals and period-end shifts.

Solution 2

Explainable findings and audit evidence

Explainability and
evidence packs

Each alert includes control rationale, data lineage, journal evidence, and suggested remediation notes.

Policy and control
mapping

Link anomalies to controls, assertions, and test procedures, and monitor residual risk over time.

Solution 3

Human-in-the-loop
remediation and governance

Command center
with HITL

Approve, reject, or adjust reclasses or accruals, assign tasks, and capture rationale for workpapers.

Integrations
and security

SSO, role-based access, audit trails, workpaper exports, and encryption in transit and at rest.

Why Gruve

Agents, backed by enterprise service

Strong
data foundation

We start with a clear data roadmap and leverage our AI-native expertise to build an enterprise-grade foundation that is secure, governed, and continuously optimized for AI financial reporting audit at scale.

Built
on security

We secure your AI workloads with industry-ready compliance and an AI-native security force that unifies networking, AI, and security teams, ensuring every layer of AI is defended.

Outcome based
pricing model

We act as an extension of your team, sharing both the risk and the reward by charging only when outcomes are achieved, making AI financial reporting audit tools accessible and scalable. 

FAQs

1. What does the financial reporting audit agent do?

It continuously analyzes general ledger and sub-ledger transactions to identify anomalies, surface audit risk, and provide explainable findings with traceable evidence. 

2. Does this replace auditors or automate accounting decisions?

No. The agent supports auditors by prioritizing risk and proposing actions. All decisions require human review and approval through governed workflows.

3. What types of risks does it focus on?

The agent focuses on high-impact financial reporting risks, including revenue recognition, accrual accuracy, cut-off integrity, reclassifications, and unusual journal activity. 

4. How is this different from traditional audit analytics tools?

Traditional tools rely on periodic analysis and sampling. Gruve provides continuous, full-population monitoring with explainable results and workflow-based remediation.

5. How does this support SOX compliance and internal control requirements?

Findings are mapped to relevant controls, assertions, and test procedures. Evidence, lineage, and auditor rationale are captured to support SOX 302 and 404 reporting. 

6. How does human-in-the-loop work in practice?

Auditors review, approve, reject, or adjust proposed reclassifications or accruals in the command center, with all actions logged for audit traceability. 

7. What systems does it integrate with?

The agent integrates securely with ERP systems and common audit workpaper tools, supporting SSO, role-based access, audit trails, and encryption in transit and at rest. 

Unlock your
true speed to scale 

Accelerate what data and AI can do together.