Where AI Fits into Your Smartsheet Ecosystem (and Where It Doesn’t)

Artificial Intelligence is everywhere right now—and for good reason. Organizations are racing to identify ways AI can improve productivity, automate repetitive work, and help teams make smarter decisions.

But one question we hear regularly from Smartsheet customers is:

“How does AI actually fit into our Smartsheet environment?”

The answer is: AI can be incredibly powerful—but only when it’s built on a solid operational foundation.

AI isn’t a replacement for good processes, governance, or project management. Instead, it’s an enhancement that helps your teams work smarter with the information already flowing through your organization.

At Prime Consulting Group, we help organizations build scalable Smartsheet solutions first, then identify where AI can provide meaningful business value—not just flashy demos.

Start with Your Foundation

Before introducing AI into any work management platform, it’s important to ask:

• Is your project data consistent?
• Are your processes standardized?
• Can your teams trust the information in Smartsheet?
• Do you have governance around how work is managed?

If the answer is “not yet,” AI won’t solve those challenges.

Think of AI like hiring an incredibly fast analyst. If you hand them incomplete or inconsistent information, you’ll simply get faster—but less reliable—answers.

That’s why we always recommend organizations first establish:

• Standardized project templates
• Consistent intake processes
• Defined project metadata
• Clean reporting structures
• Automated workflows where appropriate
• Strong governance around ownership and data quality

Once those pieces are in place, AI becomes significantly more valuable.

Where AI Adds Real Value

AI works best when it’s helping people make decisions faster—not replacing the people making those decisions.

Some of the most impactful use cases we see include:

Smarter Project Summaries

Project managers spend valuable time preparing status updates for leadership.

AI can quickly summarize:

• Overall project health
• Key accomplishments
• Upcoming milestones
• Risks and blockers
• Budget or schedule concerns

Instead of spending an hour writing executive updates, project managers can review, refine, and send AI-generated summaries in minutes.

Risk Identification

AI can analyze patterns across projects to identify potential concerns before they become major issues.

For example:

• Projects consistently slipping schedule
• Budget trends
• Resource constraints
• Repeated delays across departments
• Common project risks

Rather than waiting for a dashboard review meeting, AI can proactively surface areas that deserve attention.

Knowledge Discovery

Many organizations have years of project history stored inside Smartsheet.

AI can help teams quickly answer questions like:

• Have we completed a similar project before?
• What risks occurred last time?
• Which vendors performed best?
• How long did comparable projects actually take?

Instead of searching manually through hundreds of sheets, AI can help uncover institutional knowledge much faster.

Better Decision Support

Leaders don’t always need more dashboards—they need better insights.

AI can help explain:

• Why projects are behind
• Which initiatives deserve attention first
• Emerging trends across portfolios
• Resource utilization concerns
• Potential impacts of changing priorities

AI becomes an assistant that helps leaders interpret data—not just view it.

Where AI Isn’t the Right Answer

It’s equally important to understand where AI shouldn’t be your first solution.

AI Doesn’t Replace Good Process Design

If project teams are updating information differently every week, AI won’t create consistency.

Strong workflows still matter.

AI Doesn’t Fix Poor Data

One of the oldest principles in technology still applies:

Garbage in, garbage out.

If project information is outdated, incomplete, or inaccurate, AI will simply generate insights based on unreliable data.

AI Doesn’t Replace Governance

Organizations still need clear ownership of:

• Project standards
• Naming conventions
• Permissions
• Approval workflows
• Reporting structures
• Change management

AI operates within the framework you build.

Best Practices for Combining Smartsheet and AI

Organizations seeing the greatest success typically follow a phased approach.

1. Build Repeatable Processes

Create standardized solutions that teams can consistently follow.

This often includes:

• Project templates
• Intake forms
• Automated workflows
• Portfolio reporting
• Consistent metadata

2. Automate Before You Add AI

Many manual tasks can already be eliminated using Smartsheet automation, workflows, and premium capabilities.

There’s little value in using AI to perform work that can already be automated through a reliable business rule.

3. Identify High-Value AI Opportunities

Rather than asking, “Where can we use AI?”

Ask:

“Where are our employees spending time analyzing information instead of acting on it?”

Those are often the best opportunities.

4. Start Small

Successful AI adoption rarely begins with organization-wide transformation.

Instead, start with a focused use case such as:

• Executive status summaries
• Project health reporting
• Risk identification
• Knowledge retrieval
• Portfolio insights

Measure the impact, refine the process, and expand from there.

How Prime Consulting Group Helps

At Prime Consulting Group, we believe successful AI initiatives start with well-designed work management—not the other way around.

Our team helps organizations:

• Design scalable Smartsheet solutions
• Standardize project and portfolio management processes
• Improve data quality and governance
• Automate repetitive work using Smartsheet capabilities
• Integrate Smartsheet with other business systems
• Identify practical, high-value AI opportunities that align with business goals

Whether you’re just beginning your AI journey or looking to enhance an existing Smartsheet environment, we help ensure your technology works together to support better decisions—not create more complexity.

AI Is an Accelerator—Not a Strategy

AI is changing how organizations work, but it delivers the greatest value when paired with strong processes, trusted data, and a scalable platform.

Smartsheet provides the operational backbone that keeps work organized and visible. AI builds on that foundation by helping teams analyze information, uncover insights, and make faster, more informed decisions.

Organizations that focus first on building a healthy Smartsheet ecosystem will be in the best position to take advantage of AI as the technology continues to evolve.

The future isn’t about choosing between Smartsheet and AI—it’s about using both together to create smarter, more connected ways of working.