Project management

Dataforma

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

Closed / hard to extract
AI-readiness
Limited
Native AI
legacy
Momentum
smb
Segment
Third-party directories report entry-lev
Pricing
API exists but is gated (paid license, approval, or tier)
Data access
add-on only
Certified payroll
Accrual + WIP
Accounting method

What it is

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

Target UserCommercial contractors, primarily focusing on commercial roofing as well as HVAC, plumbing, electrical, solar, and restoration trade contractors across various company sizes.

OwnershipIndependent (privately held, unfunded/bootstrapped)

Founded Year2004

Pricing & cost

Pricing ModelDataforma uses a quote-only, subscription-based pricing model tailored to company size and module selection. Software review aggregators describe it as a monthly subscription structured per user or per feature.

Typical CostThird-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.

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

API & data access

Has ApiYes — documented open RESTful JSON API plus custom CSV export for programmatic data extraction.

Api TypeREST

Api Access GatingGated. 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).

Api LimitationsSearch 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.

Data Export OptionsOffers customized CSV exports for integration with third-party accounting software, along with an internal reporting suite that produces canned KPI, project, and work order reports.

Native AI features

Ai Features SummaryAs 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.

Ai DispatchDataforma does not offer AI-powered dispatching or automated route optimization. Dispatching and scheduling are handled via standard shared calendars, individual technician availability tracking, project Gantt charts, and manual routing backed by GPS fleet tracking.

Ai FinanceDataforma 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.

Ai Assistant Or McpDataforma does not offer a native AI assistant, generative AI copilot, or a Model Context Protocol (MCP) server. System integrations and programmatic data access are conducted via its standard RESTful JSON HTTP API.

Integrations & ecosystem

Accounting IntegrationsDataforma offers a direct native API integration with QuickBooks Online. For other accounting systems (such as Sage or Foundation), Dataforma facilitates data exchange via customized .CSV file exports for import into third-party accounting platforms. In addition, Dataforma includes a native, cloud-based accounting module covering job costing, real-time invoicing, accounts receivable, and accounts payable.

MarketplaceDataforma does not maintain a public app marketplace or partner directory store. Instead, supported integrations (such as FollowUp CRM, CompanyCam, QXO, and Stripe) are listed on its primary software integrations feature page, and custom third-party integrations are supported via Dataforma's RESTful JSON API.

Unified Api SupportMajor unified-API platforms such as Agave API and Merge.dev do not currently offer native, out-of-the-box connectors for Dataforma in their integrations catalogs. Custom integrations require direct access to Dataforma's native RESTful API.

Accounting fit & implementation

Certified PayrollDataforma does not natively generate certified payroll or Davis-Bacon prevailing wage reports; labor time is tracked in Dataforma and exported/synced to third-party payroll software or accounting platforms (e.g., QuickBooks Online, Sage) to handle certified payroll reporting.

Accounting MethodSupports accrual accounting through its native financial and accounting module (Accounts Receivable, Accounts Payable, Invoicing, Purchase Orders) and via native API sync with accrual accounting systems like QuickBooks Online.

Wip Poc SupportSupports Work-in-Progress (WIP) tracking and percentage-of-completion job costing, enabling contractors to track revised contract values, costs to date, percent complete, and real-time job profitability.

Implementation TimeOnboarding 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.

Requires ImplementerNo; 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).

Adoption & market position

Market PositionDataforma occupies a specialized niche as an all-in-one web-based field service management (FSM) and customer relationship management (CRM) platform tailored specifically for commercial roofing contractors and specialty trades (HVAC, electrical, plumbing). Founded in 2004 out of a commercial roofing company, it provides workflow features including work order dispatching, warranty tracking, bid management, and client portals built for commercial service departments.

Customer ScaleDataforma reports over 15,000 contractor users across the United States and Canada managing their daily business operations and processing over $3 billion in annual billings through the platform.

MomentumDataforma maintains a stable, legacy market presence with high user retention among mature commercial roofing businesses. It continues to release incremental updates (such as upgraded Sales and Maintenance modules), but operates as a long-standing niche player facing stiff competition from modern, heavily funded FSM and trade software platforms like ServiceTitan, Jobber, Procore, and BuildOps. The company remains privately held and bootstrapped with no recorded venture capital funding, private equity buyouts, or M&A activity, generating an estimated $4.2M to $4.5M in annual revenue.

Facts are grounded in public sources (linked above). The AI-readiness tier is a transparent heuristic from API openness, data extractability, native AI, and momentum, 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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Dataforma is one of 103 tools we scored on how contractor software fares in the AI era.

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