G2

Chanchal R.

Senior Marketing Executive

Mid-Market (51-1000 emp.)

9/3/2026

"Exceptional UI/UX and Evidence-Backed AI That Saves Hours on Construction Docs"

4.5/5

What do you like best about Contextual AI?

What I like best is its exceptional UI/UX and powerful AI/Intelligence that makes it highly accessible to non-technical users. It is ultra-lightweight and industry-adaptive, accurately understanding our specific construction jargon without needing professional IT support. Unlike generic LLM interfaces, it provides grounded, evidence-backed answers with citations, showing exactly which documents support its conclusions. The performance is outstanding; it effortlessly extracts key information from massive unstructured files and automatically flags compliance risks. This saves me hours of repetitive sorting, offers excellent ROI with almost zero maintenance costs, and the low-code visual experience makes it very easy to handle daily operational tasks. Review collected by and hosted on G2.com.

What do you dislike about Contextual AI?

The most prominent drawback is the restrictive single-condition filtering logic. I frequently need to screen for multi-dimensional data (like specific projects combined with client private info), but because it lacks AND/OR combined filtering, I am forced to split the task into multiple scans, export data, and manually cross-reference it in Excel, adding roughly 40 minutes of redundant work each week. Additionally, the Integrations and Support/Onboarding for connecting company databases and setting permissions are very complex and require technical knowledge, which contradicts its claim of being user-friendly. I also wish there was more visibility into the retrieval pipeline to troubleshoot why certain documents were ranked or excluded. Review collected by and hosted on G2.com.

What problems is Contextual AI solving and how is that benefiting you?

Contextual AI solves the core business problem of extracting accurate, trustworthy answers from massive volumes of internal company data, reducing hallucinations in AI responses. For my workflow, it has completely eliminated tedious manual document sorting and cross-checking, improving the accuracy of our weekly project summaries. Crucially, it solves our compliance gap by continuously scanning for sensitive client information and enforcing regulatory standards, which prevents costly legal risks. The benefits are massive: it saves me hours every week, eliminates human errors in data entry, improves team efficiency, and allows us to deliver timely project updates without the need for expensive additional software. It provides enterprise-grade accuracy in a package that a small team can actually afford and use. Review collected by and hosted on G2.com.