Questions about the work and the process.

Neural Edge AI is an advisory practice that helps commercial construction firm owners assess their operational readiness for AI. We identify where friction lives in your business, map what is causing it and build a clear path to AI adoption your team can follow. We do not sell software, take referral fees from vendors or build technology for clients.

No. Neural Edge AI is an advisory practice. We help construction firm owners think clearly about AI and build the operational foundation to use it well. We are not affiliated with any tool vendor and do not receive compensation for tool recommendations.

Minu Mohan leads every client engagement. Her background spans civil engineering and construction operations, enterprise technology consulting across oil and gas, logistics and finance and AI strategy for complex operational environments. Each engagement draws on a network of operational specialists matched to the scope of work.

The discovery call is a 30-minute structured conversation about how your business runs. We cover your current workflows, where you feel the most friction, what tools you are already using and whether a formal assessment makes sense. If there is not a clear fit, we will tell you that directly.

A departmental assessment typically runs two to three weeks from kickoff to written deliverable. A full AI implementation blueprint runs four to six weeks depending on the number of operational areas covered. Scope and timeline are agreed before any paid engagement begins.

Every written deliverable includes a summary of findings organized by friction area, a root cause analysis for each identified gap, a prioritized recommendation list and where relevant, a phased action plan with suggested tool categories. Deliverables are written for business owners, not for IT departments.

A 30-minute call at no cost. We look at where your operation stands and whether a paid engagement makes sense. If it does not, we will tell you what you can address on your own and point you to relevant resources.

Paid engagements are scoped and priced before they begin. There are no hourly rates and no open-ended retainers without defined deliverables. You know exactly what you are getting before you agree to anything.

Yes. The AI Advisory Partnership is a monthly retainer for firms that want ongoing guidance as they implement. It includes regular advisory calls, implementation oversight and direct access between sessions. It is designed for firms that have completed an initial assessment and are actively moving through adoption.

Not in the way most vendors imply. AI is most useful in construction as a support layer: drafting, summarizing, flagging and routing information faster. The judgment calls still belong to people. The goal of every engagement is to help your team work with less friction, not to reduce headcount.

That depends entirely on your workflows and where your friction is. We do not have a preferred vendor list. Tool recommendations come after we understand your operation, not before. A tool that fits someone else's problem rarely fits yours.

Construction errors carry legal and financial weight. Every recommendation includes a governance layer covering who reviews AI outputs, what requires human sign-off and how errors are caught before they reach the field or a contract. Responsible adoption is built into every engagement, not added at the end.

Primarily commercial construction firms with 10 to 75 employees, including general contractors and subcontractors who are large enough to have real operational complexity but not large enough to have a dedicated technology team. The free discovery call is the right way to find out if there is a fit for firms outside that range.

That is a common starting point. Many firms come to Neural Edge AI after buying tools that are not getting used the way they expected. An assessment in that situation looks at adoption blockers, workflow gaps and whether the tools you have are the right ones for the problems you actually have.

That is exactly what the free AI Readiness Check is for. It is a structured conversation to help you understand where your business stands and whether AI investment makes sense right now. If it does not, we will tell you that.