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Numeric vs Fieldguide: Which AI agent is better?

Compare pricing, AI models, integrations, security posture, pros, cons, and buyer fit before choosing the right AI finance / accounting agent for your workflow.

Verdict: Numeric vs Fieldguide

Pick Numeric if you need ai-powered financial close management. Pick Fieldguide if you need audit, advisory, and tax engagement management.

Best for AI-powered financial close management

Numeric

Numeric automates the financial close process with AI handling flux analysis, account reconciliations, and journal entry preparation that traditionally requires days of manual accountant work. Natural...

AI Models
Numeric AIML for anomaly detectionNLP for queries
Key Features
  • Automated flux analysis, reconciliations, journal entries
  • Natural language queries for financial data
  • Anomaly detection for errors and fraud
  • Real-time collaboration on close tasks
  • ERP integration: NetSuite, Sage Intacct, QuickBooks
Pricing
EnterpriseCustom pricing
Pros
  • Natural language queries democratize financial data access
  • 50-70% close time reduction typical
  • Audit trails eliminate compliance concerns
Cons
  • Enterprise pricing requires significant budget
  • Best suited for mid-market and enterprise companies
Best for audit, advisory, and tax engagement management

Fieldguide

Fieldguide is an AI platform purpose-built for professional services firms in audit, advisory, and tax, replacing the fragmented mix of spreadsheets, shared drives, and legacy engagement software that...

AI Models
GPT-4oProprietary Fieldguide audit modelsCustom extraction models
Key Features
  • AI-drafted work programs and audit procedure steps
  • Centralized document request management with automated follow-ups
  • AI-assisted findings drafting and evidence summarization
  • Immutable audit trails meeting PCAOB and AICPA standards
  • Client portal for secure document exchange
Pricing
ProfessionalCustom pricing
EnterpriseCustom pricing
Pros
  • Purpose-built for professional services firms, not a generic tool
  • AI drafting of work programs significantly reduces engagement setup time
  • Immutable audit trails satisfy regulatory documentation requirements
Cons
  • Focused exclusively on audit, advisory, and tax—not general accounting
  • Enterprise pricing requires custom negotiation with sales

Who should buy this

Numeric

Best for
  • Mid-market or enterprise controller / CFO automating month-end close (50-70% time reduction reported)
  • Finance ops team consolidating multi-entity ERP data into single source
  • Audit-heavy industries (financial services, public companies) needing trace logs
Not ideal for
  • Startups or SMBs (cost prohibitive — Zeni or Booke are better fits)
  • Buyers needing on-prem (cloud-only)
Realistic monthly cost

Custom enterprise pricing — typically $30K-100K+/yr based on entity count and finance team size. No published self-serve tier.

Verified 2026-05-03

Capabilities at a glance

CapabilityNumericFieldguide
Multi-entity GL consolidation
Natural-language financial query
Variance + flux analysis automation
Reconciliation + close-process automation
ERP integrations (NetSuite, Sage, QuickBooks Enterprise)
Audit trail for every transaction
On-prem / self-hosted
Supported Partial Not supported No data

Security & compliance

Standard / controlNumericFieldguide
SOC 2
Type II
ISO 27001
GDPR
SSO / SAML
RBAC
Audit logs
Trains on customer data
No
Numeric verified at numeric.io

What users say

Numeric

Notable customers

Anthropic, Modern Treasury, Vanta, Chime

Frequently asked questions

What AI models do Numeric and Fieldguide use?+

Numeric runs on Numeric AI, ML for anomaly detection, NLP for queries. Fieldguide runs on GPT-4o, Proprietary Fieldguide audit models, Custom extraction models.

What is the main difference between Numeric and Fieldguide?+

Numeric is positioned as best for ai-powered financial close management, while Fieldguide is positioned as best for audit, advisory, and tax engagement management. Pick the one whose strength aligns with your primary use case.

Which has better integrations, Numeric or Fieldguide?+

Numeric integrates with NetSuite, Sage Intacct, QuickBooks, Workday and 1 more. Fieldguide integrates with Microsoft 365, Google Workspace, Thomson Reuters, CCH and 1 more.

What are the main weaknesses of Numeric and Fieldguide?+

Numeric's main drawback: enterprise pricing requires significant budget. Fieldguide's main drawback: focused exclusively on audit, advisory, and tax—not general accounting.

Are Numeric and Fieldguide worth it in 2026?+

Both remain competitive finance / accounting options in 2026. Numeric stands out for natural language queries democratize financial data access. Fieldguide stands out for purpose-built for professional services firms, not a generic tool. Choose based on which trade-offs fit your workflow and budget.