Data comes from many different sources, especially considering field services where work is often mobile, remote and dynamic. If more data can be captured and added to a typical GPS coordinate (i.e. longitude, latitude and altitude) which is 3D and identifies location, then why stop at a 3D view of our situation when we can add so much more:
- Arrival Time
- Start and stop tasks times
- Travel times
- Traffic conditions
- Available workforces and associated costs
- Available equipment
- Activities
- Events
- Business process steps
- Expenses
- Health, safety and security steps
- Transactions
- Compliance tasks
- Performances against KPIs (key performance indicators)
- Actors (customers, partners, suppliers, contractors, employees, etc.)
- Relationships
- Contract/Agreements
- Supplies, materials and equipment tracking
- Projected profits now for this service
- Projected profits over the lifetime of the customer for this service
- Etc.
Each of these layers of information exponentially increase the complexity, decision-making options and possible combinations. This enormous volume of real-time data would quickly overwhelm the average human. That is why non-humans, AI and software robots, can be used to such great effect to maintain productive situational awareness and strategic advantages in complex environments demanding real-time, fast and logical decision-making and action. This is the future of field services.
Now let's continue to build on our strategies. During the period between WWI and WWII, all Western countries developed or acquired tanks and military aircraft to support their infantry. The Germans, however, went three steps further by adding:
- New Communications: Radios and frequencies for communicating between forces (tanks, infantry and aircraft) in real-time
- New Strategies: Strategies for coordinated actions between the three groups
- New Organizational Command Structures: Mission oriented command structures – Commanders define the mission “intent”, but the details of how to accomplish them were left to frontline officers.
The digital transformation equivalent of “New Strategies” is the ability to think differently to exploit the values provided by digital technologies. Sensors and mobile technologies enable us to collect vast quantities of real-time data, analytics, AI and algorithms can be used to automatically and dynamically manage, monitor and adjust a whole series of activities and events such as: schedules, resources, tasks, jobs, orders, transactions, etc., instantly. Are we using them?
The digital transformation equivalent of “New Organizational Command Structures” is changing roles and responsibilities based on what humans do best, and what automation and the power of AI can bring to the table.
When massive amounts of real-time data are systematically collected and analyzed, they can feed algorithms and AI systems to optimize real-time activities and events and change the way the business operates. The speed at which data can be processed through OILS and AI systems today far exceeds human decision-making capabilities – so automation that works in digital-time is required. That is where AI excels. AI can analyze all the inbound data in nanoseconds and instantly adjust and optimize operations.
In the book, Stray Voltage, War in the Information Age, published in 2003, author Wayne Michael Hall defines two more PIVs - cyberspace and cerebral that we need to pay attention to. Here is an excerpt, "Information superiority is firmly connected to making decisions that are superior to an adversary's and combines information technology and intellectual power to create conditions with which to make better decisions…human beings will need to improve their thinking capabilities to cope with the increasing complexities of the world." Improvements in our thinking capabilities today can be found in the computing power and speed of artificial intelligence, big data analytics and machine learning.
Read more from the Center for Digital Intelligence here:
- Artificial Intelligence, Combined Actions and Digital Strategies
- Competition, Artificial Intelligence and Balloons
- Artificial Intelligence, Combined Actions and Digital Strategies
- 7 Imperatives for Thriving During Digital Transformation
- What Artificial Intelligence Can Teach Us
- Speed as a Competitive Advantage in Digital Transformation
- Culture as a Competitive Advantage in Digital Transformation
- Digital Technologies and the Compression of both Time and Distance
- Patterns, Platforms and Automation
- Making the Hard Decisions in Digital Transformation
- Center for Digital Intelligence Interviews: Hitachi's Rob Tiffany on Industrial IoT
- Digital Transformation and the New Rules for Start-Ups
- Digital Transformation and Leadership Development
- Digital Transformation and Competitive Decision-Making
- Combinatorial Nature of Digital Technologies and Legos
- Digital Transformation from 40,000 feet
- Winning in Chaos - Digital Leaders
- 13 Recommended Actions for Digital Transformation in Retail
- Mistakes in Retail Digital Transformation
- Winning Strategies for the Fourth Industrial Revolution
- Digital Transformation - Mindset Differences
- Analyzing Retail Through Digital Lenses
- Digital Thinking and Beyond!
- Measuring the Pace of Change in the Fourth Industrial Revolution
- How Digital Thinking Separates Retail Leaders from Laggards
- To Bot, or Not to Bot
- Oils, Bots, AI and Clogged Arteries
- Artificial Intelligence Out of Doors in the Kingdom of Robots
- How Digital Leaders are Different
- The Three Tsunamis of Digital Transformation - Be Prepared!
- Bots, AI and the Next 40 Months
- You Only Have 40 Months to Digitally Transform
- Digital Technologies and the Greater Good
- Video Report: 40 Months of Hyper-Digital Transformation
- Report: 40 Months of Hyper-Digital Transformation
- Virtual Moves to Real in with Sensors and Digital Transformation
- Technology Must Disappear in 2017
- Merging Humans with AI and Machine Learning Systems
- In Defense of the Human Experience in a Digital World
- Profits that Kill in the Age of Digital Transformation
- Competing in Future Time and Digital Transformation
- Digital Hope and Redemption in the Digital Age
- Digital Transformation and the Role of Faster
- Digital Transformation and the Law of Thermodynamics
- Jettison the Heavy Baggage and Digitally Transform
- Digital Transformation - The Dark Side
- Business is Not as Usual in Digital Transformation
- 15 Rules for Winning in Digital Transformation
- The End Goal of Digital Transformation
- Digital Transformation and the Ignorance Penalty
- Surviving the Three Ages of Digital Transformation
- The Advantages of an Advantage in Digital Transformation
- From Digital to Hyper-Transformation
- Believers, Non-Believers and Digital Transformation
- Forces Driving the Digital Transformation Era
- Digital Transformation Requires Agility and Energy Measurement
- A Doctrine for Digital Transformation is Required
- Digital Transformation and Its Role in Mobility and Competition
- A Revolution in Precision Through IoT, Analytics and Mobility
- Competing in Digital Transformation and Mobility
- Ambiguity and Digital Transformation
- Digital Transformation and Mobility - Macro-Forces and Timing
- Mobile and IoT Technologies are Inside the Curve of Human Time
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Kevin Benedict
Principal Analyst, Futurist, the Center for Digital Intelligence™
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***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.