Design Technology: From Information Overload to Insight

From Information Overload to Insight How AI is Reshaping Project Delivery

Espy Harper

Innovation Leader

© LS3P 2026

Design projects today are defined by increasing complexity: more consultants, more meetings, more decisions, and tighter timelines. As this trend accelerates, artificial intelligence is proving to be a valuable tool for synthesizing information and exploring new ways of working.

The phrase “new tool” is selling AI

traditional meeting minutes are time-

This evolution in project processes also

Used this way, AI helps leaders see

short; it’s much more than that. Used

consuming to produce and quickly

changes the role of project leadership

the whole project, not just the latest

thoughtfully, AI can provide a layer of

become outdated. AI introduces a

itself. Rather than simply tracking

meeting notes or inbox activity. Across

strategic support across the project

different model, one that transforms

tasks after the fact, AI-enabled project

the project lifecycle, these behaviors

workflow, helping teams move from

meetings into actionable systems.

leaders can use strategic project

create high-value opportunities to turn

information overload toward clarity

By automatically transcribing

intelligence to maintain situational

meetings into momentum and serve

and action. As LS3P’s Innovation

conversations and extracting

awareness, sense risks earlier, and

clients more proactively.

Leader Espy Harper explains, “We’re

unresolved action items, teams can

drive timely decisions. The most

not talking about a single feature for

maintain a live coordination log that

valuable prompts are not clerical

a single function; we’re talking about

continuously evolves. “The coordination

requests, but analytical ones that ask

augmenting our workflow across the

log becomes the single source of

for a current read on project health.

entire project lifecycle.”

truth,” says Harper. “Instead of passive

At its core, AI strengthens what project teams already do best by providing real-time strategic project intelligence.

documentation, this active coordination improves clarity, accountability, and alignment across disciplines.”

When teams see the full picture,

This shift has measurable impacts

they identify risks earlier and make

on team performance. Assigning,

decisions with greater confidence. In

prioritizing, and tracking action

Harper’s words, “AI helps leaders be

items in real time reduces the risk

proactive instead of reactive. The real

of missed decisions and tasks while

value lies in anticipating issues before

simultaneously clarifying shared

they escalate.” Whether capturing

expectations and understanding for

meeting discussions, organizing project

the team. Teams spend less time

data, or helping structure decisions, AI

searching for information and more

helps to manage project complexity

time advancing the work. AI organizes

while supporting the design expertise

complexity in a way that supports both

that drives projects forward.

individual ownership and collective

One immediate shift: rethinking how project managers navigate meetings.

In large, consultant-heavy projects,

awareness, without adding noise. The result is a project environment where expectations are explicit, and progress is visible.

Beyond coordination, AI is proving especially powerful in decisionmaking. Design teams frequently

About Espy

face overwhelming sets of options,

structured information. Design

particularly in early strategy

thinking, professional judgment, and

discussions. “Hundreds of potential

collaborative dialogue remain central

design strategies can be distilled into

to the process, just with AI acting as an

a structured framework to compare

amplifier, rather than a replacement.

effort, cost, and risk,” says Harper.

“AI can harness a team’s expertise to organize iterations in meaningful ways, and help us to prioritize effectively and communicate more clearly with our clients.”

Ultimately, the integration of AI into project delivery is not about doing more work faster. It is about making space for what matters most. As Harper sees it, “the goal is creating space for better decisions, stronger leadership, and

This clarity is especially valuable in

clearer conversations. In a profession

owner conversations, where tradeoffs

defined by complexity, that shift has

are often difficult to navigate. Instead

the potential to transform not only how

of reacting to constraints by asking

projects are delivered, but how teams

what must be cut, teams can reframe

think, collaborate, and lead.”

Since joining the firm in 2018, Espy has consistently elevated our practice and our presence through her unwavering dedication and exceptional contributions.

Her innovative spirit has brought fresh perspectives to our work, enabling us to tackle challenges head-on and seize new opportunities.

discussions around value. AI helps

Espy is known for her history of energetic collaborative

surface options that align with project

engagement, and she has consistently demonstrated a

goals, highlight differences between

passion for working harmoniously with both internal

required and optional strategies, and support more transparent decisionmaking. The outcome is not just better alignment, but more defensible recommendations grounded in shared understanding.

These capabilities, of course, rely on the quality of the data. AI draws from project documents, stakeholder goals, and contextual data, reinforcing the importance of thoughtful, well-

and external teams on solving significant challenges.

As Innovation Leader, Espy strives to leverage the unique skills that each team member brings to the table, harness diverse strengths, and build consensus by creating an environment where innovation thrives through collaboration. Her expansive vision encompasses technology, process, and design.

In her 20+ year career, Espy has made significant contributions to the profession, earning her the respect of her colleagues, clients, and the industry.