GroundTruth Field Intelligence

GroundTruth Field Intelligence provides an AI second set of eyes for subsurface scanning, offering QA for GPR, utility locating, CCTV pipe inspection, and Florida SB 4‑D milestone inspections. Their platform flags dangerous calls before excavation, with certified technicians reviewing each report, and offers tiered pricing including a free tier.

GroundTruth Field Intelligence is listed with 1 API on the APIs.io network. Tagged areas include Artificial Intelligence, Subsurface, Utility, Inspection, and GroundTruth.

The GroundTruth Field Intelligence catalog on APIs.io includes 1 Spectral governance ruleset.

GroundTruth Field Intelligence’s developer surface includes pricing and 15 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

20.7/100 emerging Agent 6/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessFreemium

1 API 1 MCP Servers 1 Agent Skills

Artificial Intelligence Subsurface Utility Inspection GroundTruth Company

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 20.7/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 0.3 / 17

Access Clarity 9.0 / 17

Operational Transparency 1.0 / 11

Contract Governance 1.9 / 10

Discoverability 5.5 / 9

Regulatory Posture 1.7 / 15

Agent readiness — 6/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Energy & Utilities regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document Ask about this →
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey) Ask about this →
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →

10 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points Ask about this →
Developer Ergonomics scores 1.8 — up to +19.6 composite points Ask about this →
Operational Transparency scores 9.5 — up to +11.8 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/gtfi-ai/apis.yml: open an issue on github.com/api-evangelist/gtfi-ai to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

GroundTruth + GruntPay API

API for GroundTruth scanning and GruntPay bidding services.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

GroundTruth Field Intelligence MCP Server

Remote MCP server at gtfi.ai.

MCP SERVER

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

gtfi-ai-scan-estimate-pricing

AGENT SKILL

GroundTruth Field Intelligence API pricing

Prices published by GroundTruth Field Intelligence, read 2026-11-11 from gtfi.ai/pricing.

Plan	Price
Free	$0
Solo Tech	$99/mo
Shop	$249/mo
Pro	$750
Crew	$2,500
Company + Network	$6,000
Enterprise	$10k →

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

GroundTruth Field Intelligence Plans Pricing

7 plans

PLANS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

GroundTruth Field Intelligence API Rules

22 rules · 20 error-severity 1 warn-severity 1 info-severity

SPECTRAL

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

GroundTruth Field Intelligence Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access (API Evangelist recommendations) 1

Recommended x-agentic-access execution contracts for AI agents.

GroundTruth Field Intelligence Agentic Access

3 operations · 2 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Login

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

MCPServer

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Conformance

Conformance

Build 1

SDKs, sample code, and the tooling you integrate with

ToolCrosswalk

ToolCrosswalk

Access & Security 2

Authentication, authorization, and security posture

Security

Security

DomainSecurity

DomainSecurity

Commercial 3

Pricing, plans, and the legal terms of use

Plans

Plans

PrivacyPolicy

PrivacyPolicy

Pricing

Pricing

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: gtfi-ai
name: GroundTruth Field Intelligence
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  source:
  - plans
  - security
  generated: '2026-11-13'
  method: derived
image: https://gtfi.ai/og-image.png?v=1
description: GroundTruth Field Intelligence provides an AI second set of eyes for subsurface scanning, offering QA for GPR,
  utility locating, CCTV pipe inspection, and Florida SB 4‑D milestone inspections. Their platform flags dangerous calls before
  excavation, with certified technicians reviewing each report, and offers tiered pricing including a free tier.
url: https://artifacts.apis.io/gtfi-ai/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-11 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-10'
modified: '2026-11-10'
tags:
- Artificial Intelligence
- Subsurface
- Utility
- Inspection
- GroundTruth
- Company
tags_raw:
- AI
- Subsurface
- Utility
- Inspection
- GroundTruth
- Company
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/gtfi-ai-agentic-access.yml
- type: Plans
  url: plans/gtfi-ai-plans-pricing.yml
- type: Spectral
  url: rules/gtfi-ai-rules.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Conformance
  url: conformance/gtfi-ai-conformance.yml
- type: LLMsTxt
  url: llms/gtfi-ai-llms.txt
- type: ToolCrosswalk
  url: mcp/gtfi-ai-tool-crosswalk.yml
- type: MCPServer
  url: mcp/gtfi-ai-mcp.yml
- type: Hosts
  url: hosts/gtfi-ai-hosts.yml
- type: Vendors
  url: vendors/gtfi-ai-vendors.yml
- type: Security
  url: https://gtfi.ai/security
- type: PrivacyPolicy
  url: https://gtfi.ai/privacy
- type: Pricing
  url: https://gtfi.ai/pricing
- type: Login
  url: https://gtfi.ai/login
- type: DomainSecurity
  url: security/gtfi-ai-domain-security.yml
- type: Website
  url: https://gtfi.ai/
apis:
- name: GroundTruth + GruntPay API
  description: API for GroundTruth scanning and GruntPay bidding services.
  humanURL: https://gtfi.ai
  baseURL: https://gtfi.ai
  aid: gtfi-ai:groundtruth-gruntpay-api
x-enrichment:
  date: '2026-11-11'
  status: enriched
  artifacts_added: 17
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

GroundTruth Field Intelligence API — frequently asked questions

Does GroundTruth Field Intelligence have an API?

Yes. APIs.io lists 1 API from GroundTruth Field Intelligence, including GroundTruth + GruntPay API.

How much does the GroundTruth Field Intelligence API cost?

GroundTruth Field Intelligence publishes its prices; its Free plan is $0 as of 2026-11-11. APIs.io lists 7 pricing plans for GroundTruth Field Intelligence, with each plan's price, limits and inclusions under Pricing on this page.

Does GroundTruth Field Intelligence have an MCP server?

Yes. APIs.io lists 1 MCP server for GroundTruth Field Intelligence: Remote MCP server at gtfi.ai.

Is the GroundTruth Field Intelligence API ready for AI agents?

GroundTruth Field Intelligence has a Kin Score of 20.7 out of 100 (emerging) and an Agent Readiness score of 6.2 (agent-aware), scored by API Evangelist on 2026-11-13.

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