Firmbase
Agentic FP&A platform whose swarms of finance agents plan, forecast, and analyze on unified financial data, with a Model Integrity agent that finds and fixes data and modeling errors.
Firmbase is an agentic AI platform for financial planning and analysis, built in Tel Aviv. It uses swarms of AI agents to help finance teams plan, forecast, and analyze faster, unifying data from disparate systems into one workspace and letting anyone query it in natural language. A named Model Integrity agent continuously detects and fixes data and modeling errors and adapts to a team's workflows over time, so finance leaders can trust their numbers. The platform automates reporting, scenario planning, forecasting, variance analysis, and anomaly detection with explained root causes, and it serves not just FP&A but executives, revenue teams, and HR workforce planning. Firmbase reports that teams automate up to 80 percent of manual FP&A work, freeing time for strategic analysis. The company is Seed stage and led by founder Yuval Golan.
Vendor details
Canonical URL
https://www.firmbase.ai
Category
Enterprise operations agent
Funding status
Seed
Company status
private
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Integrates across the finance tech stack with smart data mapping from disparate sources such as ERP, HRIS, payroll, and CRM, connecting business metrics into one platform.
Sources & related URLs
Capability coverage
6.5 / 14 capabilities · 46%
| Integrations & Tool Callingintegrates across the finance tech stack with smart data mapping from disparate sources such as ERP, HRIS, payroll, and CRM (firmbase.ai) | Full |
|---|---|
| Workflow Orchestrationswarms of AI agents execute multi step FP&A workflows including forecasting, scenario planning, and reporting (firmbase.ai) | Full |
| Knowledge Grounding & RAGnatural language querying grounded in the company's unified financial and operational data across systems (firmbase.ai) | Full |
| Human Oversight & Guardrailsgenerates analysis, reports, and recommendations for finance teams to review and act on; formal approval guardrails are not detailed (firmbase.ai) | Partial |
| Security, Identity & Governancehandles financial data on a cloud platform, but specific security certifications, access controls, or governance features are not documented in reviewed sources (firmbase.ai) | Unable to verify |
| Observability & Auditabilityprovides anomaly detection, root cause explanations, and error identification with explainable outputs; agent action audit logging is not detailed (firmbase.ai) | Partial |
| Memory & State Persistencethe Model Integrity agent learns and becomes increasingly tailored to the team's workflows over time; explicit session state persistence is not detailed (firmbase.ai) | Partial |
| Deployment & Data Residencycloud SaaS only; no self host or data residency options are documented (firmbase.ai) | Unable to verify |
| Prebuilt Agents / Templates / Packsprebuilt FP&A agents including the Model Integrity agent and workflow templates for planning, forecasting, and reporting (firmbase.ai) | Full |
| Triggers & Channel Coverageagents run on real time data and surface factors as they change; the primary trigger is natural language queries, with broader event triggers not detailed (firmbase.ai) | Partial |
| Model Flexibility & Routingbuilds on large foundation models; no user facing model choice or routing is documented (firmbase.ai) | Unable to verify |
| APIs / SDKs / MCP Extensibilityintegrations exist, but a public API, SDK, or MCP is not documented (firmbase.ai) | Unable to verify |
| Testing, Debugging & Optimizationthe Model Integrity agent detects and fixes data and modeling errors and improves over time; a formal agent evaluation framework is not detailed (firmbase.ai) | Partial |
| Browser / Computer-useno browser or computer use capability documented (firmbase.ai) | Unable to verify |
Pricing
Enterprise pricing; not publicly listed (demo led)
Enterprise engagements scoped to team size and connected systems; demo led.
Cost watchouts
Onboarding and data integration effort affect total cost; pricing requires a demo and sales conversation.
Variable cost rationale
Cost scales with team size, connected data sources, and agent usage; no public rate is available.
Sales call required
Yes — required for paid access
Free / trial
Book a demo; no public free tier.
Lowest paid plan
Not publicly listed.
Key ambiguities
No public pricing; engagements are demo led and custom scoped.
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