Scaling a
transformative culture through a digital factory
Building
a digital culture might be the most difficult issue companies face. Using a
“digital factory” is one way to get there.
In many large companies, using digitization to improve how things get
done—whether it’s a customer experience or an internal-facing process—has
boosted revenue, increased customer loyalty, and removed big chunks of internal
costs. The best companies, however, do more than just improve these journeys,
they systematically reinvent them.
As many are experiencing, going beyond one
or two pilot projects requires a concerted effort to scale a new way of
working. One approach that consistently works is to establish what we call a
digital factory.
Like its bricks-and-mortar counterpart, a
digital factory brings together the skills, processes, and inputs required to
produce high-quality outputs. These outputs are generally journeys, a series of
interactions to complete a task. They might include a new way to help customers
resolve service issues or a new process for applying for a mortgage. The
factory models a new way of working to develop new products, which are then
introduced and integrated into the broader business. It uses advanced methodologies
such as design thinking, zero-based process reengineering, and agile software
development.
The way the factory works is defined by a
set of standard operating guidelines and methodologies that lay out the
required deliverables, governance steps, and working processes—such as which
decisions can be made by factory leaders and which require escalation. The goal
is a balance between the structured predictability required to transform a
large organization and the flexibility and agility required for a rapidly
changing digital world.
This approach enables large organizations
to incubate a new digital culture and operating model while allowing the
broader business to touch and feel the change and see the power of a new way of
working. The process of introducing a new way of working and actively
integrating new products into the existing business—which in turn requires
people to adopt new ways of working to work with the new product—is a conscious
effort to shift the culture of the entire organization.
When executed well, the digital factory
provides a blueprint for the future of work that energizes the business and
excites employees. It creates a vortex for innovation and creativity that
attracts the best talent from inside and outside the organization. And it delivers
results. The best digital factories can put a new product or customer
experience into production in as little as ten weeks. The innovation can then
be introduced and scaled up across the business in eight to 12 months.
Companies adopting this approach need to
put in place both a culture that embodies the new way of working and the
management practices to support it.
A new
culture
We have identified several must-haves for
the culture of a successful digital factory.
Act like venture capitalists.
Taking a venture capitalist’s approach to
the digital factory means fast decision making driven by clear objectives and
criteria. If the business case for funding each journey takes months to
approve, the digital factory isn’t going to work. Initial funding for a product
(a customer journey or process, for example) should be based on a good idea and
a basic case—not endless rounds of analysis. But then the project team needs to
show progress at agreed-on milestones in order to get further funding.
The head of the digital factory and the
business owner jointly track projects based on set KPIs, working with the team
to evaluate and adjust the program in line with real results. If the program
makes it through the process, it’s transitioned to the business, and factory
leaders redirect funding to new products. If, on the other hand, the new
journey or process can’t achieve its goals by a given milestone, then the
leadership team kills it.
At one leading North American financial
institution, initial funding goes toward a “scoping sprint”—a one-week process
to define KPIs and business objectives and build the case for investing in a
journey. If funding is approved, a minimum viable product (MVP) must be built
within four months. If that proves successful, the business for which the
product is being developed provides further funding.
Get creative to attract top talent.
Digital factories require skills that are
in high demand and often in short supply at large established businesses, such
as customer-experience design, mobile-app design, agile-development coaching,
analytics capabilities, and more. And technical capabilities are not the only
requirement; digital factories also need to foster a shift in mind-set toward a
more experimental and collaborative way of working.
Attracting people with these attributes
can be difficult. You may have to overpay to create initial critical mass. You
will have to build a consistent value proposition and show new hires that they
will work in a creative, fast-paced entrepreneurial environment that’s very
different from that of legacy IT. Some companies recruit influential “anchor
hires” whose standing in the digital community will convince others that
working in a bank, say, can be cool. Investing in internal talent is also
important, of course. Rotating employees to work with talent in the digital
factory and appointing senior people to lead training programs will go a long
way toward raising capabilities. But it will require companies to invest in
training their employees in these areas and will need to be supplemented with
external talent.
To address this issue, one international
financial institution set up a hiring “war room.” Realizing that it needed to
attract new talent, it adopted unconventional approaches: recruiting under the
digital factory’s brand instead of its own; hosting events in the technology
community; using new hires’ networks to find other talent; and using LinkedIn
to locate the right kind of talent. In addition, the institution tracked the
talent funnel for each critical role to understand how many people were being
identified, interviewed, and offered a position, and how many of them accepted.
It identified low-performing areas of the talent funnel and constantly reworked
practices to improve its hiring performance.
Build ‘squads’ of working teams.
Success in a digital factory relies on the
ability to staff a small group of people (generally 8 to 12) with the right set
of complementary skills to work on a given project. Sometimes called squads,
these teams often include user-experience designers, developers, IT architects,
and “scrum masters” who manage the team. Depending on the project, such teams
can be supplemented with other specialists such as analytics experts, lawyers,
and compliance experts. Whatever the composition of the team, it needs to have
clear lines of communication with other groups throughout the organization and
speedy processes to access them. For example, buying a vendor’s product often
requires a procurement review and legal approval, which can sometimes take a
long time to resolve and slow a team’s progress. The core squad members belong
to the digital factory but work with the business owners for the duration of
the project. They should also connect frequently with other squads working on
related projects to coordinate and account for the necessary handoffs.
Model collaboration in your workspace.
The space a business devotes to a digital
factory matters. The company must create an environment that signals that the
work done there will break new ground. Such a focus can be crucial in
attracting talent. Above all, the space must foster collaboration among team
members by providing spaces where people can gather to have the spontaneous
cross-disciplinary conversations that foster creativity. That means couches and
coffee areas that create a start-up or garage-style experience. You can’t tell
people they are going to reinvent your organization if they work in a place
that shouts “business as usual.”
One leading European bank devoted a full
floor of its new office building to its digital factory and invested in
creating a collaborative environment. Architects eliminated cabinets between
work tables, adding movable panels that act as dividers between different teams
and make it easy to introduce and access visual aids such as flowcharts and
storyboards. They also created informal areas with couches, ping-pong tables,
and eating spaces, all laid out to make it easy for people to relax, catch up
with each other, and exchange information. The bank credits this approach with
helping to build and reinforce a new culture of continuous active
collaboration.
Management
practices
A culture cannot be established and thrive
on its own. Specific management practices need to be instituted to support
them. Here are the ones we’ve seen to be most effective:
Build with clear purpose.
Enterprises are made up of multiple
functions. When a company embarks on transforming its internal processes and
customer journeys, it first needs to decide whether its primary goal is to
reduce costs, increase revenue, drive customer satisfaction to beat the
competition, or something else. By aligning on the target, management can
prioritize the work that gets done. Any large company will have many
digital-transformation projects on its to-do list, so it’s vital for top managers
to agree on what comes first. Without that alignment, the journey becomes
unmanageable.
A team at one leading European bank
developed a set of initial priorities and repeatedly iterated them with top
management. At the end of the process, management agreed to a roadmap of 40
core customer journeys that were prioritized in line with their potential
impact both on the bank’s business (such as P&L) and on its digital
capabilities (such as automation). Flexibility was built into the process
itself as well. The roadmap is refreshed every six months to account for
changes in business priorities.
Invest enough for impact.
The speed at which a company can digitize
and scale its key journeys will depend largely on how much it is willing to
spend. Investment levels below a certain threshold won’t allow a business to
capture the full value of the digital factory at a speed that matches changing
markets. What that threshold is depends on numerous factors, but whatever the
case, we have found that digital leaders make significant investments in
digital. One bank going through a digital transformation is investing between 1
and 3 percent of its annual revenue.
Determining how much to invest in a
digital factory depends on a company’s aspiration and its level of technological
maturity. A diagnostic to evaluate what’s in place and what’s needed is a good
first step.
Develop a change-management plan to
incorporate the new product into the business.
One of the trickiest phases of a
transformation is the process of integrating a newly developed product into the
business. No matter how good a new solution is, people need to want to use it,
as well as know how. In effect, this becomes a change-management challenge.
To tackle it, businesses leaders and the
IT organization need to be involved from the very beginning. IT must know
what’s coming down the digital-factory line so it can set up and configure
systems to support the new journeys and processes. Meanwhile business leaders
need not only to support the program with funding but also to staff it with
people from their functional areas so that they are invested in the solution.
The most successful transfer process
begins with launching and testing an MVP (minimum viable product) to collect
feedback from business owners and demonstrate impact. The gradual deployment of
the product requires clear and continual communications as well as a detailed
training plan to make sure all those involved know what’s expected of them. As
people learn by doing, on-the-job training is important, along with a readiness
to keep iterating based on feedback. Crucially, the business owner needs to put
in place incentives to reward new behavior based on criteria such as
collaboration, product success, and internal product satisfaction.
Measure the change.
If an organization is to systematically
change its way of working and keep track of what’s happening, its management
systems will need to evolve, starting with KPIs. Nontraditional metrics focused
on digital adoption—such as new customer registrations on digital channels or
digital-engagement levels for a particular product or service line—are often
more useful than traditional metrics like return on investment in tracking the
progress of a digital transformation.
The best companies are using their management
systems to harvest the surfeit of data generated by employees and processes to
create user-friendly dashboards and reports to measure progress, often in real
time. When it comes to performance-management systems, the goal is not so much
to inform appraisals as to provide employees with feedback that guides their
actions and leads to better outcomes. Whatever the metrics may be, leaders need
to agree on them early so as to manage the development of new journeys and
quickly identify areas requiring management decisions.
Find leaders with the right combination of
skills.
The executives who run the digital factory
must be seen as credible by other organization leaders. They must have in-depth
knowledge of the business, its products and processes, and the systems that
support them. Some digital factories have two leaders, one who deeply
understands the business and another who knows about its technologies and the
inner workings of its information systems. These leaders must also have strong
support from above—the CEO, CFO, CIO, COO, and business-unit heads. These
executives must be prepared to move mountains for the leaders of the digital
factory and to resolve challenges along the way.
These dimensions are key to understanding
what a digital culture should look like in action, and how to cultivate it so
that it takes root in the wider organization beyond the digital factory. How
well a business implements these dimensions can make the difference between
basic improvements and true reinvention.
By Rohit Bhapkar, Joao Dias, Erez Eizenman, Irene Floretta, and
Marta Rohr
http://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/scaling-a-transformative-culture-through-a-digital-factory?cid=reinventing-eml-alt-mip-mck-oth-1705&hlkid=510dbbf1a0e84a298ee764f6c52c10bc&hctky=1627601&hdpid=ca71a318-a8d8-4363-83d0-718051cc1192
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