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Index/The Contender’s Edge
The Contender’s Edge artwork

Microsoft Copilot Doesn’t Understand Construction (Yet)

The Contender’s Edge · 2026-11-02 · 14 min

0:00--:--

Key moments - from our scoring

Substance score

29 / 100

Five dimensions, 20 points each

Insight Density6 / 20
Originality7 / 20
Guest Caliber8 / 20
Specificity & Evidence6 / 20
Conversational Craft2 / 20

Benet, Chief Customer Officer at SmartBuild and former Microsoft and IBM employee, addresses a widespread misconception about Microsoft Copilot's capabilities in construction. While ChatGPT, Claude, and Perplexity dominate conversations around raw model performance, Microsoft's actual strategic positioning is as an AI orchestration layer - a "remote control" for managing multiple models, securing organizational data, and providing native access to Microsoft 365 assets (emails, Teams, documents, meetings). This distinction matters significantly in construction, where most firms live in Microsoft 365 but struggle with unstructured field data (voice reports, daily logs, site conversations). Copilot alone cannot interpret construction drawings, understand industry-specific change-order logic, or make sense of field conversations at scale. SmartBuild's integration pairs Copilot's enterprise security and M365 integration with SmartE's conversational AI and AEC expertise, enabling field workers to dictate RFIs, change orders, and daily reports that automatically surface scope creep, missing change orders, and cost impacts across both field and office data. The result: project managers can identify when a superintendent's voice report mentions rerouting a main but no RFI or change order exists - catching untracked costs before they spiral. For construction firms facing labor scarcity (350,000 net new US workers needed by 2026) and productivity challenges, this specialized approach tackles real operational friction.

Key takeaways

  • →Microsoft Copilot is an AI orchestration platform, not a pure language model competitor to ChatGPT or Claude, designed to let organizations use the best model for each task while maintaining security and M365 integration.
  • →Microsoft Copilot cannot read construction drawings, understand AEC-specific change-order logic, or extract insights from unstructured field conversations without an industry-specialized layer like SmartE.
  • →SmartBuild's SmartE + Copilot integration enables field workers to dictate reports via conversational AI, which then surfaces untracked changes, missing RFIs, and cost impacts by cross-referencing field data with M365 documents and project systems.
  • →Free-range data sitting in construction emails, Teams channels, and superintendent reports represents enormous untapped opportunity for cost visibility and schedule risk detection when paired with AEC-specific AI intelligence.
  • →Labor scarcity in construction (350,000 workers needed in 2026) makes AI-driven field productivity - especially reducing paperwork burden on superintendents - a critical lever for business competitiveness.

About The Contender’s Edge

Hosted by SMARTBUILD Construction Solutions. The show scores 49.0/100 on substance across its analysed episodes. See the full show profile.

Topics in this episode

Microsoft CopilotMicrosoft 365 integrationSmartBuildSmartEAEC (Architecture, Engineering, Construction) AIRFI (Request for Information) automationChange order trackingConversational AI for field workersCost visibility and scope creep detectionConstruction labor scarcity

Questions this episode answers

What is the difference between Microsoft Copilot and ChatGPT or Claude for construction?

Microsoft Copilot is an AI orchestration platform that lets you choose between multiple models (ChatGPT, Claude, etc.) and manages security and M365 data access - it's not a model competitor. It lacks construction industry expertise and cannot read drawings or understand field conversations, so it requires pairing with AEC-specialized AI like SmartE to be useful in construction.

Can Microsoft Copilot read construction drawings and project models?

No, Microsoft Copilot cannot read or interpret construction drawings or models on its own. It requires integration with construction-specialized AI platforms like SmartE to add that AEC-specific expertise and capability.

How does SmartE plus Copilot help identify untracked changes on a construction project?

When a superintendent dictates a voice report mentioning a main reroute, SmartE's conversational AI captures that as structured data, then Copilot accesses M365 emails and the project management system to check whether an RFI or change order exists - if neither does, the project manager is alerted to the untracked cost impact.

What data does Microsoft Copilot have access to in a construction company using Microsoft 365?

Copilot has first-party native access to Microsoft 365 files including emails, Team chats, Teams meetings, documents, project hierarchies, and organizational structure - but cannot access data sitting outside Microsoft 365, such as field site conversations or construction-specific systems.

How does pairing SmartE with Copilot reduce paperwork burden on field workers?

SmartE's conversational AI bot allows superintendents to dictate RFIs, daily reports, change orders, and safety inspection reports as voice conversations instead of typing, converting unstructured field speech into structured data that flows into office systems automatically.

What our scoring noted

Our reviewer’s read on each dimension, with quotes from the episode.

Insight Density

6 / 20

A handful of real points (Microsoft positioning as a model 'harness,' free-range unstructured field data, the change-order/RFI gap example) but heavily diluted by repetition and promotional framing, with the same points stated two or three times.

they're looking to be like the harness that allows you as an individual, as an organization to manage all your models
it doesn't really get, it doesn't show up as a change order in any point in time

Originality

7 / 20

The reframe of Copilot as an orchestration layer rather than a competing model is a mildly fresh angle, but the rest is standard AI-in-vertical-SaaS talking points packaged as a product pitch.

You can use Microsoft as the remote control that helps you navigate the AI landscape
how do we bring a construction AIEC lens to Copilot so it can actually help you do, you know, construction work more effectively

Guest Caliber

8 / 20

Solo episode by a Chief Customer Officer and ex-Microsoft/IBM employee with relevant domain time, but no external guest and the credibility is used mainly to sell their own product.

my name is Benet, I'm the Chief Customer Officer here at SmartVold
I'm a former Microsoft and IBM employee, and now I've been in the AC industry for the last four and a half years

Specificity & Evidence

6 / 20

One concrete stat (ABC's ~350,000 workers) and a reasonably detailed reroute/change-order workflow example, but otherwise vague, hand-wavy product claims with no metrics, pricing, or outcome data.

ABC put a report out in January about how there's about 350,000, you know, net new US construction workers that are needed in 2026
reroute a main around an obstruction

Conversational Craft

2 / 20

A single-speaker promotional monologue ending in a sales call-to-action; there are no questions, follow-ups, or any challenge to the claims made.

give us a holler. You can actually send us an email or reach out to me on LinkedIn
make sure to subscribe so you don't miss the next one

Conversation analysis

Computed from the transcript - who did the talking, and the words that came up most.

Most-used words

microsoft29copilot28construction24data19models12access10smart10industry9model9doesn7help7field7customers6sense6conversations6productivity6

Episode notes

Microsoft Copilot is great at managing your AI models and reading your Microsoft 365 data, but it still doesn't understand construction. Vinay Nair, Chief Customer Officer at SMARTBUILD Construction Solutions, explains why, and how pairing Copilot with smrt-E adds the construction lens: RFIs and daily reports dictated from the field, and site changes caught before they turn into unbilled costs. Nothing replaces the skilled trades. SMARTBUILD Construction Solutions: smrt-E voice reporting: SMARTBUILD on LinkedIn: Zulq Malik on LinkedIn: Vinay Nair on LinkedIn:

Full transcript

14 min

Transcribed and scored by The B2B Podcast Index.

If you are a construction general contractor, subcontractor, or even an architectural engineer, and you guys are a Microsoft shop, you're going to want to hear this episode. I'm a former Microsoft and IBM employee, and now I've been in the AC industry for the last four and a half years, bridging the gap between the two worlds. You know, there's so many different models out there. There's ChatGPT, there's Perplexity, there's Cloud, there's Microsoft Copilot, and I'm finding that when I'm talking to customers that they're getting confused on which one they should use.

When Microsoft started thinking about this market, they're looking at that confusion that's in the marketplace as the problem that they're trying to solve. And so they really decided to embrace all the other models out there, including Claude and JATGVT and a number of other models, and basically allow you as the user to decide which model makes sense for you. Now, the challenges with Copilot, it's not a construction industry focused AI model, right? It doesn't have the deep industry expertise.

It can't read drawings or models and make sense of that. It's not very good at taking data that sits outside of Microsoft 365, like in the conversations on the construction site, for example. It's not able to really get access to that data and make sense of that data in a deep way to be overly useful in construction. It can definitely help with email drafting and those type of productivity tasks, but it just doesn't understand construction.

But how do we bring a construction AIEC lens to Copilot so it can actually help you do construction work more effectively? And that's really what we did with Smart E, being able to pair Smart E with Copilot together into a unified AIEC Copilot or a construction Copilot. Hello everyone, my name is Benet, I'm the Chief Customer Officer here at SmartVold and And welcome to this episode of the Contenders Edge. On the Contenders Edge podcast, we talk about a number of topics.

And one of the topics I want to talk about today is really around the idea of Microsoft Copilot and its AI solution for the construction industry. Now, I hear this a lot, particularly from our developers and from some of our customers that are using different AI models, that they believe that the Microsoft Copilot chatbot is not as strong as, I don't know, let's say, Claude or ChatGPT or whatever the case may be. And it's a common understanding when you compare them as a pure model.

But I think what's important and, you know, myself being a former Microsofter, I totally understand the way that Microsoft's looking at the AI market. And they're not really looking to be a model the way that Claude's a model or the way that, you know, ChatGPT as a model, they're looking to be like the harness that allows you as an individual, as an organization to manage all your models. And so you can actually access Claude and you can access ChatGPT and you can access all the models of your choice to help you with the task that you trying to do And so today I really wanted to talk about some of the misunderstandings that have come up in conversations I had with customers around Microsoft Copilot and really what we at SmartBuild are doing around our partnership with Microsoft and Copilot to be able to plug the gap that many people are experiencing today.

But all this is in the context of the idea that labor is getting scarce, right? Like, you know, in the US alone, I believe ABC put a report out in January about how there's about 350,000, you know, net new US construction workers that are needed in 2026. You know, in Canada, it's no different. Like, there's a huge talent gap.

And I've talked about this before on other podcasts about the productivity and the scarcity of labor resources. And so really, AI is meant to be that answer, right, for that productivity gap. AI is supposed to be the answer to that. And in the AC industry, it's a little bit harder because a lot of our work is not necessarily behind the desk.

It's sitting on the field, in construction sites. But there is a lot of paperwork that's associated with construction, even for the people in the field. And we know that the people in the field do not like paperwork. And so there's a huge opportunity here to leverage AI technologies in the construction sector to drive better productivity from our, not only our office workers, but our field workers as well.

Now we know that that opportunity exists, but you know, there's so many different models out there. There's ChatGPT, there's Perplexity, there's Cloud, there's Microsoft Copilot. And I'm finding that when I'm talking to customers that they're, they're, they're getting confused on which one they should use. Some of them, some more than others, some of them are using stuff that comes commercially or with their consumer technologies, such as their phone, such as Gemini and so forth.

And everyone's just using the models of their choice. And that creates a lot of confusion. So when Microsoft started thinking about this market, they're looking at that, you know, that confusion that's in the marketplace as the problem that they're trying to solve. And so they really decided to embrace all the other models out there, including Claude and ChatGVT and a number of other models, and basically allow you as the user to decide which model makes sense for you.

Because especially with the rise of tokenization costs, you might not need a Ferrari to do a task that you can get away with, or Toyota. And so the model costs also differ so much. And so you can use Microsoft as that kind of controller. You can use Microsoft as the remote control that helps you navigate the AI landscape.

Now, in addition to the ability to manage and secure the data that is coming and leaving your organization, one of the things that Microsoft Copilot has uniquely is the ability to have first-party native access to your files in Microsoft 365. So think about your emails, your team chats, your meetings, your documents, It's your hierarchy within your organization. It has first-party understanding of all that. And when you think about where a lot of the data sits within constructions, it's sitting in documents, it's sitting in emails, it's sitting in Teams messages, and it's not being harnessed.

I call it kind of free-range data. And there no way you can take that data that so valuable about your projects and actually structured in a way that you can actually get more intelligent about what happening in your business and act on it. And that's the problem in construction because our workers are not sitting necessarily in front of a computer all day. The data sits outside of a structured system, right?

And so one of the real advantages that Microsoft has with Copilot is the ability to harness that data, to access that data and be able to read that data and bring it into a way that you can understand it in a very effective way. Now, the challenges with Copilot is that it's not a construction industry focused AI model. Right? It doesn't have the deep industry expertise.

It can't read drawings or models and make sense of that. It's not very good at taking data that sits outside of Microsoft 365, like in the conversations on the construction site, for example, it's not able to really take, get access to that data and make sense of that data in a deep way to be overly useful in construction. It can definitely help with like email drafting and, and those types of productivity tasks, but it just doesn't, doesn't understand construction. And so that's really, you know, at SmartBuild, you know, we are, you know, we built our platform on the Microsoft stack.

And we did that for a reason, because we know that most of our customers are Microsoft shops, they're using Microsoft 365 every single day as their productivity layer. And as we started to build our AI strategy, and we started to monitor the way that Microsoft was coming to the market in this more, you know, strategic way, we decided, okay, well, how do we plug that gap, you know, between the powerful capabilities of Microsoft Copilot to secure and to manage your AI usage as an organization and have that first party access to your Microsoft 365 data.

But how do we bring a construction AIEC lens to Copilot so it can actually help you do, you know, construction work more effectively? And that's really what we did with Smart E and what we are rolling out is this idea of actually being able to pair Smart E with Copilot together into a unified AEC Copilot or a construction Copilot. And so how does that work? Well, if you really think about what Smart E does, it has a few capabilities.

Like number one, it has the conversational AI bot. This allows for people in the field to be able to to dictate their RFIs, dictate their daily reports, their change orders, their safety the inspection reports, all these, these paperwork items that most of the people in the field loathe and hate to do, we make it a lot easier for them by allowing them to have a conversation with Smarty and taking that unstructured data set and putting that into the systems so that the people in the office and the executives can actually make decisions and run their business more effectively.

So that's one definite advantage that Smarty brings to the table. Then you pair that with its partnership with Copilot. Now it has first-party access to your Microsoft 365 data. So think about all those RFIs and emails, all those budgets that sit in Excel documents.

Think about all the data that sits in the conversations on Teams meetings and Teams chat channels about projects Now you have to marry the wealth of information that sitting out in conversations in the field with the conversations that are happening within Microsoft 365 environment and being able to access all the information within your project management systems, whether that be smart build or your accounting system or whatever the case may be, and marrying all that data it together and applying some of the AEC language and the AEC best practices and industry knowledge so that you can actually take that and manage, you know, things such as, you know, your schedule and scope creep and get on top of costs and report safety incidents before they happen.

And so that's really the power of the Smart E plus Co-Pilot integration is the ability for you to to, to get that power of Microsoft Copilot, but with the industry knowledge of smart build. And so there's a number of examples where that comes to life. And you think about, you know, just how, you know, disorganized information comes in about projects. So you have, that's exactly, let's imagine a super that actually, you know, you know, in his, one of his site reports talks about having to like reroute a main around an obstruction, right?

And you know, oftentimes this stuff happens and it's reported, but it doesn't really get, it doesn't show up as a change order in any point in time. So you don't, you don't have a good visibility of your cost and the impact to cost as a result of that decision that was made on site. So now with Smart E plus Copilot, now you're gonna, you're gonna be able to, to take the information from the Supers voice report, where we talked about the reroute, and then basically pair that with looking to the different RFIs that are in the project management system that have been logged, but also the RFIs that haven't been logged within your Outlook, and be able to correspond that and realize, hey, you know what, this change happened.

There's no change order associated with it, and there's no RFI that was ever raised. And that's the kind of of thing that can be very valuable information to a project manager so they can actually rectify the situation and get ahead of their costs. And so there's a lot of situations like that that we're talking to customers about where we can use the power of Smarty and Copilot. For example, taking a super report and be able to extract insights out of the report and be able to put them and log them as separate incidents.

And that's the kind of thing that Copilot on its own cannot do. It's something that when you when you apply the AEC lens to Copilot, it starts to bring the expertise to the Copilot and the context to Copilot so that it can actually help drive excellence in the way you run your construction business. So this is something that's a big part of where we're focused on at SmartBuild with our Microsoft partnership, you know, really enhancing the capabilities and the power of Copilot, but bringing it to construction companies in a way that it can actually make a difference in the way they run their business.

So thank you for listening to today's episode of The Contender's Edge. If you have any questions or you're interested in actually hearing more about how we can use the power of Microsoft Co-Pilot and Smart E to build strategic advantage in the way you run your construction company, give us a holler. You can actually send us an email or reach out to me on LinkedIn and we'll be happy to help.

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