Digits vs. Campfire: How Do They Compare for Accounting Firms?

A finance team runs one set of books. An accounting firm runs dozens. Campfire gives finance teams a configurable AI workforce inside a full ERP. Digits gives accounting firms a continuous accounting operation across client books.

Both platforms are AI-native. Both automate transaction work, reconciliation, close preparation, and reporting. The bigger difference is the system each company builds around that automation.

Campfire is designed around an ERP and configurable AI agents. A company's finance team sets the thresholds, approves the actions, and supervises the results.

Digits is built around a continuous accounting operation that runs across the accounting firm's client base. Transactions post, reconciliations draft, and schedules and quality checks run on their own, so accountants spend their time on exceptions and judgment.

One is something a firm sets up for a client. The other is something a firm runs its practice on.

What’s the Difference Between Digits and Campfire for Accounting Firms?

With Campfire, an accounting firm can bring an ERP into an individual client engagement. With Digits, the firm gets an accounting platform to manage and deliver accounting across its practice.

A client choosing Campfire is adopting an ERP. Campfire becomes the organization’s general ledger and financial system of record, combining accounting, revenue automation, multi-entity consolidation, multicurrency workflows, close management, controls, and reporting.

Campfire also supports advisory and implementation partners, but the operating environment remains centered on the organization adopting the ERP.

Digits is built around how accounting firms operate. It connects transaction processing, bank reconciliation, Schedules, Quality Control, bills, invoices, reporting, and close workflows around each client’s ledger.

Across the practice, the Firm Dashboard and firm-specific capabilities give teams centralized administration, tiered intelligence, client workflows, custom reporting, and firm-branded delivery for running accounting across every client’s books.

How Does AI Work Differently in Digits and Campfire?

Campfire organizes AI around agents that finance teams configure and supervise inside the ERP. Digits takes an agentic approach to the accounting system itself, using AI to move routine accounting work forward and surface what needs accountant attention.

Campfire: AI agents that finance teams configure and supervise. Campfire’s Accounting Intelligence powers Ember agents that run continuously, on demand, or on a schedule. Agents can match transactions, monitor AP and AR, manage accruals, support close preparation, and perform analysis. Finance teams set the confidence and approval thresholds that decide what agents do on their own and what comes back for review.

Digits: AI is the foundation of the accounting system, driving work forward. Digits was built around an agentic accounting system. Transactions get categorized, reconciliations begin before month-end, schedule candidates are detected, and Quality Control monitors the ledger continuously. Work that needs attention flows into the Checklist with context an accountant needs to resolve it.

How Do Digits and Campfire Approach Accounting Intelligence?

Campfire uses company-specific Accounting Intelligence to power its Ember agents. Digits uses tiered intelligence that brings company, firm, and global context to accounting work.

Campfire says its proprietary Accounting Intelligence was trained on millions of accounting transactions. It adapts to an organization’s chart of accounts, vendors, departments, policies, patterns, and transaction history, giving Ember agents company-specific context for their work.

Digits runs on its own accounting-specific model architecture, Digits AGL® (Agentic General Ledger™), and applies context in tiers, widening only when the work needs it:

• The Company Model learns the vendors, customers, and accounting patterns unique to each business.

• The Firm Model applies the accounting firm’s standards and prior decisions across its client portfolio.

• The Global Model provides broader accounting knowledge.

• Fallback agents investigate unfamiliar or low-confidence activity.

That gives accounting decisions an escalation path. Digits starts with the most relevant context, expands when needed, and surfaces what remains uncertain for an accountant to review.

Not every accounting task benefits from generative AI. For tasks with specific, verifiable outcomes, such as categorization, matching, and reconciliation, Digits uses deterministic models that return consistent results for the same inputs, rather than improvising the way a general chatbot can.

That verifiability shows up in what each company publishes. In Digits’ published transaction-categorization benchmark, Digits AGL® achieved 97.8% accuracy against ground truth established by U.S.-based GAAP accountants. The full methodology and results are published in the whitepaper Beyond the AI Hype: Evaluating LLMs vs. Digits AGL for Accounting Tasks.

Campfire reports 95%+ accuracy across structured accounting tasks but does not publish the dataset, task-level results, or testing methodology behind its 95%+ figure. The two numbers measure different things.

How Do Ember Skills Compare With Digits’ AI Workflows?

Ember Skills and Digits’ AI workflows overlap, but Digits distributes these capabilities across different parts of its accounting system.

Campfire uses Ember Skills to turn accounting procedures into reusable AI workflows. Skills can gather evidence, apply instructions, reason through findings, and draft actions.

Digits splits that work by what it requires. Ask Digits handles questions, research, and actions across the books, while Quality Control turns a firm’s own accounting requirements, described in Plain English, into deterministic checks that monitor the ledger continuously.

Campfire packages accounting procedures as reusable AI Skills. Digits uses agentic workflows for work that needs investigation and deterministic controls where requirements should be applied the same way every time.

Is Digits or Campfire Better for Managing Multiple Clients?

Digits is better suited for accounting firms managing multiple clients because it gives teams one environment for managing work across the whole practice.

The Firm Dashboard shows where accounting stands across clients, from bookkeeping and schedules through reconciliation, review, and reporting. Firms also get centralized administration, firm-level intelligence, repeatable onboarding, scheduled reporting, and branded client delivery.

Campfire provides dashboards, close workflows, controls, and reporting within each organization using its ERP. Advisory firms can implement and support Campfire for clients, but each client remains its own operating environment.

With Digits, teams can manage work, apply firm standards, review accounting, and deliver reporting across the practice from one platform. Digits is infrastructure for how the accounting firm operates and delivers accounting, rather than technology it brings to individual client engagements.

TL;DR: Should My Accounting Firm Choose Digits or Campfire?

For accounting firms choosing the platform to run and deliver accounting across their practice, Digits is the stronger fit. Campfire is better suited to individual client engagements where the client needs a full ERP.

Campfire helps a firm bring an AI-native ERP to a client. Digits helps the firm build an AI-native accounting practice.

Frequently Asked Questions

Is Campfire an ERP?

Yes. Campfire describes itself as an AI-native ERP. It combines a general ledger with revenue automation, multi-entity consolidation, multicurrency accounting, close management, reporting, permissions, integrations, and embedded AI agents.

What Is the Biggest Difference Between Digits and Campfire?

Campfire is an AI-native ERP built around an individual company’s finance operation. Digits is an agentic accounting platform that gives accounting firms one environment for managing and delivering accounting across multiple client books.

How Does AI Work Differently in Digits and Campfire?

Campfire organizes AI around Ember agents that finance teams configure and supervise within the ERP. Digits builds AI into the accounting system itself (powered by its own model architecture, Digits AGL®) to move routine accounting work forward and surface what needs accountant attention.

Can Digits Manage Accounting Across Multiple Clients?

Yes. Digits is built for accounting firms managing multiple client books. The Firm Dashboard provides portfolio-level visibility, while centralized administration, firm-level intelligence, automated schedules, quality control, reporting, and branded client delivery extend across the practice.

Does Campfire Publish an AI Accuracy Benchmark?

Campfire reports 95%+ accuracy across structured accounting tasks, but its public materials do not provide the underlying dataset, task-level results, or evaluation methodology behind that figure. Digits publishes its benchmark methodology and results in the whitepaper Beyond the AI Hype: Evaluating LLMs vs. Digits AGL for Accounting Tasks, so a buyer can evaluate the claim.

Is Digits or Campfire Better for Accounting Firms?

For firms choosing a platform to run and deliver accounting across their practice, Digits is the stronger fit. Campfire is better suited to engagements where an individual client needs a full ERP and the firm is helping implement or support that finance environment.