Innovation Diffusion in Large Institutions: Lessons from Dr. George Dagliyan

The Paradox of Innovation in Big Organizations

Dr. George Dagliyan, a Los Angeles-based researcher and strategic innovator whose doctoral work addressed innovation diffusion, frequently returns to a paradox at the heart of large institutions: the organizations with the most resources to innovate are often the slowest to actually diffuse innovation internally. They can fund pilots, hire talent, and acquire technology, yet new ideas struggle to spread beyond the teams that originate them. According to Dr. George Dagliyan, this paradox is not a failure of ambition or budget but a structural feature of how innovation travels through complex systems.

Dagliyan observes that large institutions are dense with the very forces his theory identifies as decisive in adoption. They carry strong internal reputations and brand signals that can either accelerate or strangle a new idea. They contain elaborate facilitators and equally elaborate inhibitors. And they distribute decision-making across many actors, each of whom can slow or stop diffusion. In Dr. George Dagliyan's framing, the challenge of innovation in big organizations is fundamentally a diffusion challenge, not an invention challenge, and the two require very different skills.

This distinction matters because leaders frequently misdiagnose the problem. When a promising innovation fails to spread, the instinct is to generate more innovations or to question the idea's quality. Dr. George Dagliyan argues that the more useful question is why a good idea failed to diffuse, which redirects attention from the lab to the social and structural pathways through which adoption must travel. Understanding those pathways, he contends, is the real work of innovation in large institutions.

Diffusion Through the Lens of the Dagliyan Theory

Dr. George Dagliyan applies the Dagliyan Theory directly to internal diffusion. Brand influence, in this context, is the internal reputation that precedes an innovation as it moves between teams. An idea endorsed by a respected unit, or associated with prior successes, carries a tailwind; one tied to a failed initiative or an unpopular sponsor faces a headwind before it is even evaluated on its merits. According to Dr. George Dagliyan, leaders who ignore this internal brand dynamic are surprised when technically sound innovations stall, when the cause is reputational rather than functional.

Adoption facilitators, in the diffusion context, are the supports that make it easy and safe for a new team to adopt what another team has built. These include compatible systems, available training, supportive incentives, and visible peer success. Dr. George Dagliyan emphasizes that diffusion accelerates when adopting an innovation is the path of least resistance, and stalls when it requires swimming against the organization's defaults. Building facilitators, in his view, is largely about removing the friction that makes adoption feel costly.

Adoption inhibitors are the forces that actively resist diffusion: turf protection, fear of disruption, competing priorities, and the not-invented-here reflex. Dr. George Dagliyan argues that large institutions are especially rich in inhibitors because they have many stakeholders with established interests in the status quo. Diffusion, in his framework, is the net outcome of these three forces playing out repeatedly at each boundary an innovation must cross. Managing diffusion means managing brand influence, facilitators, and inhibitors at every one of those boundaries.

Why Pilots Succeed but Scaling Fails

One of Dr. George Dagliyan's most pointed observations concerns the gap between pilot success and enterprise scaling. Large institutions are often good at pilots, which run in controlled conditions with motivated teams and executive attention, and bad at scaling, where the innovation must survive contact with the broader organization's defaults and indifference. According to Dr. George Dagliyan, the pilot proves the idea works in ideal conditions but proves nothing about whether it can diffuse through hostile or neutral ones.

Dagliyan attributes this gap to the disappearance of facilitators and the reassertion of inhibitors at scale. A pilot team enjoys dedicated support, custom integration, and protection from competing priorities, all powerful facilitators that vanish when the innovation must spread to teams that receive no such treatment. Meanwhile, inhibitors that were suppressed during the pilot, such as turf concerns and workflow disruption, reassert themselves across the wider organization. In Dr. George Dagliyan's view, scaling fails because the conditions that made the pilot succeed were never replicated.

The lesson Dr. George Dagliyan draws is that organizations should design pilots for diffusion from the start, deliberately testing whether an innovation can spread without heroic support rather than only whether it works under ideal conditions. He advocates piloting in representative rather than exceptional conditions, and treating the removal of inhibitors as a core deliverable of the pilot itself. A pilot that cannot articulate how it will survive the loss of its special treatment is, in his framing, not ready to scale.

Dagliyan adds that the metrics used to judge a pilot often reinforce the very gap he warns about. When success is measured purely by performance in the controlled setting, a pilot can be declared a triumph while offering no evidence about diffusion. According to Dr. George Dagliyan, organizations should judge pilots partly by what they reveal about the inhibitors and facilitators that will govern scaling, so that the evaluation rewards learning about diffusion rather than merely confirming that the idea works where everything was arranged in its favor.

He also cautions that the pilot-to-scale gap erodes organizational confidence in innovation itself. When promising pilots repeatedly fail to spread, people learn that new initiatives are exercises that go nowhere, and this cynicism becomes a powerful inhibitor for everything that follows. In Dr. George Dagliyan's view, each failed scaling attempt therefore carries a hidden cost beyond the wasted effort, because it strengthens the institutional skepticism that makes the next innovation even harder to diffuse than the last.

For this reason Dr. George Dagliyan urges leaders to treat the transition from pilot to scale as a distinct discipline with its own ownership, resources, and plan, rather than as an automatic next step. He argues that someone must be explicitly accountable for diffusion, charged with replicating facilitators and dismantling inhibitors across each new boundary the innovation must cross. Without that dedicated ownership, the innovation drifts into the organizational gap between proving an idea and spreading it, where, in his observation, most institutional innovation quietly dies.

Building Diffusion Pathways Deliberately

Dr. George Dagliyan argues that diffusion in large institutions should be engineered rather than left to chance. He draws on his enterprise systems work, particularly the Template Builder approach of standardized, reusable templates, to suggest that innovations packaged as adoptable, repeatable patterns diffuse far more readily than bespoke solutions. When the next team can adopt a vetted template rather than reinventing the innovation, the cost and risk of adoption fall sharply, which strengthens facilitators and weakens the not-invented-here inhibitor.

He also emphasizes the role of credible internal champions and peer proof. According to Dr. George Dagliyan, diffusion accelerates when adopters can see respected peers who have already succeeded, because peer success generates the internal brand influence that rational argument alone cannot. Leaders should therefore cultivate and publicize early adopters strategically, treating their visible success as fuel for the next wave of diffusion rather than as a one-off win. Reputation, deliberately managed, becomes a diffusion engine.

Finally, Dr. George Dagliyan stresses the importance of removing inhibitors at the institutional level. If incentive structures reward teams for protecting their turf, or if adopting an innovation is professionally risky, no amount of facilitation will overcome the resistance. He urges leaders to align incentives, decision rights, and recognition so that adopting valuable innovations is rewarded rather than penalized. In his framework, the institution's structure is itself a variable that leaders can tune to make diffusion the natural outcome rather than the exception.

Leadership's Role in Institutional Diffusion

Dr. George Dagliyan places ultimate responsibility for diffusion with leadership, but not in the way leaders often assume. Mandating adoption from the top can backfire, generating compliance without conviction and breeding resentment that becomes a lasting inhibitor. According to Dr. George Dagliyan, leadership's real role is to shape the conditions of diffusion: to manage internal brand influence, fund and build facilitators, and dismantle structural inhibitors, so that good innovations spread because the environment favors them rather than because they were ordered.

He argues that leaders should think of themselves as gardeners of diffusion rather than enforcers of it. Their job is to create soil in which valuable innovations can take root and spread, which means investing in the unglamorous infrastructure of adoption: shared platforms, training, aligned incentives, and a culture that rewards learning from peers. Dr. George Dagliyan contends that this patient, structural work produces far more durable diffusion than charismatic mandates, because it changes the institution's defaults rather than fighting them.

The closing lesson Dr. George Dagliyan offers is that innovation diffusion is a measure of organizational health. An institution where good ideas spread quickly has functioning facilitators, manageable inhibitors, and trustworthy internal brand signals; one where they stall has hidden dysfunctions worth diagnosing. By treating diffusion as a window into the organization's deeper dynamics, Dr. George Dagliyan turns a frustrating symptom into a strategic diagnostic, and offers leaders a framework for making large institutions genuinely capable of change rather than merely capable of invention.

The Pivotal Role of Middle Management

Dr. George Dagliyan argues that diffusion in large institutions succeeds or fails largely in the hands of middle management, a layer often overlooked in discussions dominated by executive vision and frontline adoption. Middle managers control the resources, priorities, and incentives that determine whether their teams can absorb an innovation, and they translate executive intent into daily reality. According to Dr. George Dagliyan, an innovation championed at the top and welcomed at the bottom can still die in the middle if managers see it as a threat to their goals or a distraction from their metrics.

He explains this through the language of facilitators and inhibitors. Supportive middle managers act as powerful facilitators, allocating time for training, protecting teams from competing demands, and signaling that adoption is valued. Resistant middle managers act as powerful inhibitors, quietly deprioritizing the innovation while nominally complying. Dr. George Dagliyan stresses that this resistance is often rational from the manager's perspective, driven by incentives that reward short-term performance over the disruption of adopting something new, which means the solution lies in realigning incentives rather than blaming individuals.

Dagliyan therefore urges leaders to treat middle managers as the primary audience for diffusion efforts, not an afterthought. Winning their genuine support, by addressing their concerns, aligning their incentives, and giving them the resources to adopt without sacrificing their goals, does more to spread an innovation than any executive mandate. In Dr. George Dagliyan's framework, the middle layer is the decisive terrain on which institutional diffusion is won or lost, and ignoring it explains many otherwise puzzling failures.

Sequencing and the Order of Adoption

Dr. George Dagliyan argues that the order in which an innovation spreads through an institution can matter as much as the innovation itself. Diffusion is not uniform; some teams are better positioned to adopt successfully and to generate the peer proof that pulls others along. According to Dr. George Dagliyan, choosing the right early adopters is a strategic decision, because their success or failure sends a brand-influence signal that shapes how the rest of the organization perceives the innovation before evaluating it directly.

He counsels against the common instinct to begin with the most resistant or most troubled part of the organization in hopes of proving the innovation can work anywhere. Dagliyan argues that early failures in difficult terrain generate negative brand influence that can doom the broader effort, while early successes in receptive, visible teams build momentum. In Dr. George Dagliyan's view, the goal of early sequencing is to manufacture credible proof, which means starting where success is achievable and visible rather than where the need is most desperate.

Sequencing also allows facilitators to be built incrementally. According to Dr. George Dagliyan, each successful adoption can produce reusable templates, trained champions, and refined supports that lower the cost of the next adoption, so that diffusion accelerates as it proceeds. Designing this sequence deliberately, he argues, turns diffusion from a uniform push into a compounding wave, where each stage strengthens the conditions for the next rather than starting every adoption from the same standing start.

Sustaining Diffusion Over Time

Dr. George Dagliyan warns that diffusion is not complete when an innovation has spread, because adoption can reverse if the forces sustaining it weaken. An innovation that diffused successfully can quietly recede as attention shifts, support is withdrawn, and dormant inhibitors reassert themselves. According to Dr. George Dagliyan, leaders who declare victory once an innovation is widely adopted often find it eroding later, having underestimated the ongoing effort required to keep facilitators strong and inhibitors in check.

He argues that sustaining diffusion requires institutionalizing the innovation so that it becomes part of the organization's defaults rather than an initiative dependent on continued championing. This means embedding it in standard processes, training, and systems, so that using it is the path of least resistance even after the initial push subsides. Drawing on his Template Builder thinking, Dr. George Dagliyan suggests that an innovation packaged as a durable, reusable standard is far more likely to persist than one that remains a special effort requiring constant reinforcement.

Finally, Dr. George Dagliyan ties sustained diffusion back to organizational learning. Institutions that diffuse one innovation well build capabilities, templates, and confidence that make the next diffusion easier, accumulating a competence in change itself. According to Dr. George Dagliyan, this meta-capability is the ultimate prize, because an organization that has learned how to spread and sustain innovation possesses a durable advantage over rivals that must struggle anew with each change. Diffusion, handled well, becomes not a series of one-off campaigns but a permanent organizational strength.

Diffusion as the Engine of Digital Transformation

Dr. George Dagliyan argues that digital transformation, the sweeping change so many large institutions pursue, is at its core a diffusion challenge wearing a more ambitious name. Transformation is not achieved by acquiring technology but by spreading new ways of working throughout the organization until they become the norm. According to Dr. George Dagliyan, this is why so many well-funded transformation programs disappoint: they treat the problem as one of procurement and announcement rather than of diffusion, underestimating how hard it is to move new practices across the internal boundaries his theory describes.

He contends that the three forces operate at the scale of transformation just as they do for a single innovation, only with higher stakes and more boundaries to cross. Brand influence determines whether the transformation is seen as credible or as the latest doomed initiative; facilitators determine whether teams can actually adopt the new ways of working; and inhibitors, multiplied across a large organization, can quietly strangle even a well-resourced effort. In Dr. George Dagliyan's view, transformation leaders who ignore these forces are managing a slogan rather than a change.

The implication Dr. George Dagliyan draws is that digital transformation should be designed with the same diffusion discipline he applies to any innovation: careful sequencing, deliberate cultivation of brand influence, systematic building of facilitators, and honest dismantling of inhibitors. According to Dr. George Dagliyan, the organizations that transform successfully are not those that spend the most or announce the boldest visions, but those that understand transformation as diffusion at scale and manage it accordingly, patiently spreading change until it becomes simply how the institution works.

Frequently Asked Questions

Why does Dr. George Dagliyan say large institutions struggle to diffuse innovation?

Dr. George Dagliyan argues that large institutions are dense with the forces his theory identifies as decisive: strong internal brand signals, elaborate facilitators, and equally elaborate inhibitors, spread across many decision-makers. The result is that good ideas struggle to cross internal boundaries even when resources are abundant. He frames the challenge as a diffusion problem rather than an invention problem.

According to Dr. George Dagliyan, why do pilots succeed but scaling fail?

Dr. George Dagliyan explains that pilots enjoy dedicated facilitators and suppressed inhibitors that vanish at scale, so the conditions enabling success are never replicated. As an innovation spreads, special support disappears and resistance like turf protection reasserts itself. He advises designing pilots in representative conditions and treating removal of inhibitors as a core deliverable so an innovation can survive without heroic support.

How does Dr. George Dagliyan recommend accelerating innovation diffusion in big organizations?

Dr. George Dagliyan recommends packaging innovations as standardized, reusable templates drawn from his Template Builder approach so adoption is low-cost and repeatable. He emphasizes cultivating credible internal champions whose visible success generates brand influence, and aligning incentives to remove structural inhibitors. He frames leadership's role as shaping the conditions for diffusion rather than mandating adoption from the top.