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become outdated.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.