Custom quote · Per-user

Pricing model

API documented; confirm access terms

Data access

Not verified

Certified payroll: wage reports required on some public works projects

Not verified

Accounting basis: when income and costs enter the books

Not verified

WIP / percentage of completion: progress and earnings on unfinished jobs

What it is

Category Desc

Field-service management software, integrated with project management, service dispatch, CRM, and workforce tracking.

Source: rooferscoffeeshop.com: What it is

Founded Year

2004

Source: owler.com: What it is

Not verified from available source evidence: Target User, Ownership. Unavailable evidence is not a negative product verdict.

Pricing & cost

Typical Cost

Third-party directories report entry-level pricing starting at $69.99 to $70.00 per month (or per user/feature per month). Official pricing is not publicly listed on Dataforma's website and requires requesting a custom quote from the vendor.

Source: capterra.com: Pricing & cost

Implementation Cost

Software listings report Dataforma as charging $0 / no onboarding fee, though full enterprise data migration and setup terms require a custom quote from the vendor.

Source: sourceforge.net: Pricing & cost

Not verified from available source evidence: Pricing Model. Unavailable evidence is not a negative product verdict.

Related sources (topic background, not support for every fact):

API & data access

Has API

Yes, documented open RESTful JSON API plus custom CSV export for programmatic data extraction.

Source: api.dataforma.com: API & data access

API Type

REST

Source: api.dataforma.com: API & data access

API Access Gating

Gated. Requires an active user account in Dataforma to generate a personal API key (passed via 'df-auth' header) alongside the company's service code (passed via 'df-servicecode' header).

Source: api.dataforma.com: API & data access

API Limitations

Search endpoints enforce a maximum page size of 200 items. Requests exceeding 200 items return an error. Rate limiting is enforced, returning HTTP 429 ('Too Many Requests') with a Retry-After header. Scheduling bulk operations during evening/off-peak hours is recommended.

Source: api.dataforma.com: API & data access

Not verified from available source evidence: Data Export Options. Unavailable evidence is not a negative product verdict.

Native AI features

AI Features Summary

As of 2025-2026, Dataforma has essentially no native AI features in General Availability (GA). The software is a traditional cloud-based Field Service Management (FSM) and CRM solution focused on work orders, scheduling, mobile labor tracking, and document management. While Dataforma teased prospective AI-powered UI suggestions at trade events like the 2026 International Roofing Expo (IRE), no native generative AI, AI estimating, or AI call handling features are currently shipped in the core product.

Source: rooferscoffeeshop.com: Native AI features

AI Finance

Dataforma does not provide native AI invoicing, AP/AR automation, or automated OCR document processing. Billing and invoicing rely on template-based generation derived directly from field work orders, with financial data transferred to accounting packages like QuickBooks Online through direct APIs or custom CSV exports.

Source: capterra.com: Native AI features

Not verified from available source evidence: AI Dispatch, AI Assistant Or MCP. Unavailable evidence is not a negative product verdict.

Integrations & ecosystem

Not verified from available source evidence: Accounting Integrations, Marketplace, Unified API Support. Unavailable evidence is not a negative product verdict.

Related sources (topic background, not support for every fact):

Accounting fit & implementation

Implementation Time

Onboarding typically takes between 48 hours and 2 weeks through Dataforma's 2-Week Quick Start onboarding program and 1- to 2-hour virtual training sessions.

Source: dataforma.com: Accounting fit & implementation

Requires Implementer

No; onboarding and data migration assistance are provided directly in-house by Dataforma onboarding coaches and support staff without requiring a third-party paid implementer or Value-Added Reseller (VAR).

Source: dataforma.com: Accounting fit & implementation

Not verified from available source evidence: Certified Payroll, Accounting Method, WIP POC Support. Unavailable evidence is not a negative product verdict.

Adoption & market position

Not verified from available source evidence: Market Position, Customer Scale, Momentum. Unavailable evidence is not a negative product verdict.

Displayed research carries source references (linked above). Fields without a cited URL, with unavailable source metadata, or with a known-dead citation are withheld. A cited URL does not certify claim support or current retrieval; citations have not all been individually re-verified. Topic reading lists provide background and do not support every claim. The AI-readiness tier is a transparent heuristic from cited data-access and AI research, not a vendor ranking. This is our assessment as of 2026, not advice; software features and pricing change, and vendors are welcome to correct anything here, verify current specifics with the vendor before deciding.

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Raken: workable with effort
Contractor Foreman: workable with effort

See the whole picture

Dataforma is one of 103 tools indexed for data access and AI research.

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