Home / Compare / iFieldSmart AI vs CONXAI
iFieldSmart AI vs CONXAI
Two AI-first vendors that put agentic AI over drawings, specs and other project data. Not like-for-like (our reading): iFieldSmart AI sells a menu of construction skills with specialists checking results, while CONXAI sells configurable document and jobsite-photo automation (DocNostic and SiteLens) for a firm's own workflows. Vendor pages re-read Oct 18, 2026; desk research, not tested, no winner.
In short: iFieldSmart AI (Agentic AI for construction; no public prices (quote / sales)) vs CONXAI (AI workflow automation; no public prices (quote / sales)). Facts last checked Oct 18, 2026. No winner declared; not tested.
DESK RESEARCH, NOT TESTED. Compiled from vendors' public websites (accessed Oct 18, 2026). Vendor claims are not verified by Means & Methods Lab. No scores or rankings.
Side by side
| Sheet row | iFieldSmart AI | CONXAI |
|---|---|---|
| Category | Agentic AI for construction | AI workflow automation |
| AI role (our label) | AI-first | AI-first |
| What it does | Agentic AI for construction data: connects drawings, BIM, specifications, RFIs, submittals and project systems with AI workflows. The vendor says construction specialists review, validate and refine AI results before delivery ("AI-Powered. Expert-Verified."). Homepage invites Groundbreak 2026 visitors to booth #1216. Re-read Oct 18, 2026: the skills page lists Scope of Work, Scope Gap, Project Q&A with source references, Submittal Log (generated from a spec book, exportable to Excel), Submittal Compliance, Constructability Review, Construction Email AI, Meeting AI, Change Management (drawing revision comparison with revision clouds) and a Custom AI Workflow Builder, each marked Live. It names Procore, Autodesk Construction Cloud, SharePoint, Box, Google Drive and Dropbox integrations and states SOC 2 Type II, ISO/IEC 27001:2022 and no model training on customer data (vendor statements). | AI "Service-as-Software" that automates knowledge-intensive construction workflows over unstructured project data: photos, videos, documents and CAD. It uses agentic AI to extract cost and risk insights and automate reporting and document processing. Named solutions on the site: SiteLens and DocNostic. Re-read Oct 18, 2026: DocNostic extracts information from unstructured documents using a construction ontology, reasons across spec sheets, drawings, RFPs and submittals, and adapts to new document types without code. SiteLens analyzes jobsite photos and video into reports on site conditions, labour, equipment and activities, Lean metrics and searchable media, with worker identities masked. The platform page describes a hierarchical multi-agent system with dashboards or APIs, and the site states ISO 27001, SOC 2 Type II and GDPR (vendor statements). Its case studies page names Hensel Phelps, Kajima and Hilti. |
| Who it's for | Owners, general contractors, trade contractors, architects and BIM/VDC teams (vendor list). | Construction firms with specialized document-heavy processes, and project teams that want jobsite photo and video analysis. |
| Pricing (as publicly stated) | No public prices found (checked Oct 16, 2026): /pricing returns the site's 404 page and the navigation has no pricing link; the site offers "Join Waitlist" and "Book a demo". Re-checked Oct 18, 2026: still no prices; the Try it now form says the product is launching soon and invites you to join the waitlist. Confirm current pricing with the vendor. | No public prices found (checked Oct 16, 2026): the vendor site has no pricing or plans link in its navigation or footer, and /pricing and /plans return a not-found page. The site's calls to action are "Book a demo", "Contact us", "Get started". Re-checked Oct 18, 2026: still no prices; the homepage describes a modular model where you start with one use case and expand. Confirm current pricing with the vendor. |
| Test status | Not tested. No scores. | Not tested. No scores. |
| Vendor links | ||
| Sources |
Facts last checked: Oct 18, 2026. Prices change; check the vendor page before relying on them.
Where the vendor descriptions differ
- What each sells (vendor wording): iFieldSmart AI says it connects drawings, BIM, specifications, RFIs, submittals and project systems with AI workflows and construction expertise. Its skills page lists Scope of Work, Scope Gap, Project Q&A with source references, Submittal Log (from your spec book), Submittal Compliance, Constructability Review, Construction Email AI, Meeting AI, Change Management (drawing revision comparison with revision clouds) and a Custom AI Workflow Builder. CONXAI calls itself AI that understands construction and offers two named solutions: DocNostic for document-heavy workflows and SiteLens for jobsite photos and video, on a platform it describes as a hierarchical multi-agent system.
- Documents: CONXAI says DocNostic extracts information from unstructured documents using a construction ontology, reasons across spec sheets, drawings, RFPs and submittals, and adapts to new document types without code; its Hensel Phelps case study describes extracting finishes, manufacturers and model types from PDF scoping documents and comparing them with contract documents. iFieldSmart AI's example workflow cross-checks a door schedule against the spec, drafts an RFI with references and routes it to Procore, SharePoint, Autodesk or email.
- Who checks the output: iFieldSmart AI says that for applicable workflows construction subject matter experts review, validate and refine AI findings before delivery ("AI-Assisted. SME-Verified."). CONXAI says results are accurate AI results that you guardrail and can refine, with task-based explainability, and that its platform learns from user feedback. Ask each which outputs a person signs off and who that person is.
- Photos and the field: only CONXAI covers jobsite imagery here. SiteLens analyzes photos and video from cameras, drones and phones into reports on site conditions, labour, equipment and activities, Lean metrics such as line of balance, and searchable media; it says worker identities are masked, with adjustable blurring and exclusion zones. iFieldSmart AI's pages center on drawings, specs, submittals, meetings and email.
- Integrations, security and buying: iFieldSmart AI names Procore, Autodesk Construction Cloud, SharePoint, Box, Google Drive and Dropbox and says it builds custom integrations; it states SOC 2 Type II and ISO/IEC 27001:2022 and no model training on customer data. CONXAI says you can use its dashboards or its APIs, start with one use case and add more, and states ISO 27001, SOC 2 Type II and GDPR. Neither publishes prices. iFieldSmart AI's skills are marked Live and its Try it now form says the product is launching soon with a waitlist; CONXAI routes to a demo. Not used here: CONXAI's 70% time figure and case-study percentages; iFieldSmart AI's industry statistics.
Paraphrased from the sources listed above. Vendor claims are reported as claims.
What we can't tell you yet
Which tool is better for your work. That needs testing on the same package with a verified answer key. Planned measures for this comparison:
- Which iFieldSmart AI skills are generally available today versus waitlist, and how long the expert review adds
- How much configuration CONXAI needs before DocNostic handles your document types
- What each costs per project or per workflow; neither publishes prices
See the methodology and leaderboard status.
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