|By Jason Bloomberg||
|July 24, 2014 08:26 AM EDT||
Balancing Automation and Human Knowledge Curation
There are many metadata management tools on the market today, including Configuration Management Databases (CMDBs) and Service-Oriented Architecture (SOA) Repositories, to name a few. Such tools seek to automate the collection and dissemination of policy-related metadata in hopes of automating policy enforcement – an important part of the automated governance critical to achieving business agility. And yet, such tools have generally fallen short, because they inadequately address the need to support policies that apply primarily to human behavior.
In contrast, there are many tools on the market that focus primarily on supporting human collaboration and communication, either across an organization or specific to particular teams, processes, or tasks. Such tools include portals like Microsoft SharePoint, groupware of various sorts (email, wikis, and the like), and more focused tools such as Portfolio Management or Application Lifecycle Management (ALM) products.
When it comes to driving business agility across the organization, however, such human communication and collaboration tools have also fallen short, as they generally require an onerous amount of configuration and management from people who have scant time or attention to devote to such dull activities. This limitation leads to bloated repositories full of unsearchable documents, or email inboxes with thousands of messages, or knowledge management systems that contain information that is so out of date and incomplete that people refuse to spend any time updating them, thus defeating their purpose entirely.
ITinvolve has largely solved this combination of problems with their aptly-named Agility Manager. Agility Manager can be thought of as a next-generation knowledge management application that combines automated metadata collection and policy enforcement with broad human curation capabilities, balancing the need for automated governance and support for human activities within software development teams or more broadly across the organization.
Agility Manager also adds a set of objects to aid in projects including business goal, release, and iteration objects, as well as project planning functionality like Gantt charting and Kanban boards, as shown in the figure below. Furthermore, data need not physically reside in ITinvolve but can be federated so the object relationships are in ITinvolve but the full data set lives in a third-party source, for example, a pdf-formatted policy document on a file share or detailed functional requirements in Atlassian JIRA or Rally Software’s ALM platform.
Furthermore, the entire ITinvolve suite of applications (Agility Manager plus some value-added extensions) are Software-as-a-Service (SaaS) applications built on the Salesforce1 Platform. This platform choice gives ITinvolve customers pay-as-you-go, per-user pricing that simplifies onboarding and ramping up, as well as the scalability and integration support you’d expect from Salesforce.
The ITinvolve Agile Architecture Story
Architecting for business agility in the enterprise requires far more than the proper application of architectural practices to Agile development projects. In fact, it requires a complete rethink of what it means to architect an organization. Business agility is a property of the organization as a whole, which means that the enterprise must be treated as a Complex Adaptive System, where business agility is an emergent property of the system.
Such Complex Systems are actually systems of systems; in the case of an organization, the component systems are technology systems and people. The challenge of architecting for business agility, therefore, extends beyond architecting the technology. It’s also critical for the organization to architect its people as well.
The way to “architect the people” in the organization is to apply appropriate governance policies and processes that encourage the desired behavior. Excessive or inappropriate governance typically backfires, however, as too many rules and policies can lower morale and productivity. Instead, it’s important to encourage desired behavior via effective incentives, coupled with tools that facilitate the desired behavior, yet make undesirable behavior difficult. To this end, ITinvolve empowers people so that they are willing and even desirous to adapt their behavior. ITinvolve helps people facilitate their work by giving them the information and analysis they require, and enabling collaboration with other relevant team members (even ones they may not know about).
Giving people better tools and rewarding them with free food or cash bonuses is only part of the story. In order to achieve the business agility goals of the organization, this human governance must be seamlessly integrated with the automated governance of technology. In other words, technology must support the desired human behavior by providing the right tools, but people must also be able to properly manage and govern the technology in order to support the flexibility necessary for the organization to be agile.
Furthermore, as emergent behavior is inherently unpredictable, it is essential that organizations take an iterative approach to directing human and technology behavior in order to increase the organization’s agility. Each iteration should include a feedback loop that reflects the resulting effects of any policy or tooling change in order to improve results of subsequent iterations.
ITinvolve’s combined automated governance and human curation approach brings together the essential elements of this Agile Architecture story. At its core, the Agility Manager is an application that simplifies and encourages the desired behavior from the teams using the application. It also supports multiple approaches to automating the collection and communication of necessary metadata, as well as the automation of policies.
Instead of discouraging active participation in knowledge collection as standard portals and knowledge management tools do, ITinvolve empowers people to share their knowledge, as shown in the figure below. This approach facilitates cross-team collaboration on projects and decisions by supporting more effective risk management using current and accurate information. As a result, people can get their jobs done and make better decisions by fully understanding the various dependencies among requirements, policies, applications, and other elements of their work environment.
ITinvolve also brings together and integrates varied data sources, including documents on portals, metadata in asset management tools and CMDBs, automation scripts and recipes, and other information that would otherwise be scattered about the organization or locked up in the heads of key personnel. This “tribal knowledge” of each expert in the enterprise is a critical asset that is always at risk of being lost, either through people leaving the organization, or simply forgetting the details over time.
Not only does ITinvolve facilitate the collection and dissemination of such tribal knowledge, but the application also supports the continuous review of such information by other experts in the organization. The result is an iterative, continuous-feedback approach to ongoing improvement of the information that ITinvolve manages. In fact, by bringing various individuals together from across different departments within the organization, ITinvolve supports flexible collaboration across the enterprise. Such cross-silo collaboration is critical for Agile projects, DevOps, and other initiatives that drive greater agility in the enterprise.
The Intellyx Take
One area where Agile development methodologies and the Agile Architecture approach to treating the organization as a Complex Adaptive System overlap is with the focus on self-organizing teams. Top-down approaches to creating teams – essentially, managers formally assigning roles to individuals – limit the flexibility of the team and thus impact the agility of the organization. Allowing teams to organize themselves addresses this issue.
And yet, as teams expand beyond a handful of people, especially when such teams are cross-functional and involve a variety of people in different roles, then self-organization can potentially begin to break down. The challenge isn’t necessarily the competency of the individuals involved, but rather their ability to communicate effectively and maintain coherent, up-to-date tribal knowledge, even as the team’s personnel might change or their tasks may evolve.
Solving this challenge is central to ITinvolve’s value proposition, because it both facilitates and supports the self-organization so critical to Agile teams, while at the same time addressing the communication and knowledge management challenges endemic to cross-functional teams. As a result, ITinvolve fosters a self-regulating system that provides greater transparency to all team members and management alike, as well as automated constraints on the behavior of associated technology assets, in such a way that facilitates the iterative feedback loop essential to driving agility long-term in large organizations.
ITinvolve is an Intellyx client. Intellyx retains full editorial control over the content of this post.
Connected devices and the industrial internet are growing exponentially every year with Cisco expecting 50 billion devices to be in operation by 2020. In this period of growth, location-based insights are becoming invaluable to many businesses as they adopt new connected technologies. Knowing when and where these devices connect from is critical for a number of scenarios in supply chain management, disaster management, emergency response, M2M, location marketing and more. In his session at @Th...
Jul. 1, 2016 02:00 PM EDT Reads: 1,403
Extracting business value from Internet of Things (IoT) data doesn’t happen overnight. There are several requirements that must be satisfied, including IoT device enablement, data analysis, real-time detection of complex events and automated orchestration of actions. Unfortunately, too many companies fall short in achieving their business goals by implementing incomplete solutions or not focusing on tangible use cases. In his general session at @ThingsExpo, Dave McCarthy, Director of Products...
Jul. 1, 2016 01:15 PM EDT Reads: 270
There are several IoTs: the Industrial Internet, Consumer Wearables, Wearables and Healthcare, Supply Chains, and the movement toward Smart Grids, Cities, Regions, and Nations. There are competing communications standards every step of the way, a bewildering array of sensors and devices, and an entire world of competing data analytics platforms. To some this appears to be chaos. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, Bradley Holt, Developer Advocate a...
Jul. 1, 2016 01:00 PM EDT Reads: 1,026
The Internet of Things will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform and how we integrate our thinking to solve complicated problems. In his session at 19th Cloud Expo, Craig Sproule, CEO of Metavine, will demonstrate how to move beyond today's coding paradigm ...
Jul. 1, 2016 01:00 PM EDT Reads: 670
"There's a growing demand from users for things to be faster. When you think about all the transactions or interactions users will have with your product and everything that is between those transactions and interactions - what drives us at Catchpoint Systems is the idea to measure that and to analyze it," explained Leo Vasiliou, Director of Web Performance Engineering at Catchpoint Systems, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York Ci...
Jul. 1, 2016 12:32 PM EDT Reads: 150
Apixio Inc. has raised $19.3 million in Series D venture capital funding led by SSM Partners with participation from First Analysis, Bain Capital Ventures and Apixio’s largest angel investor. Apixio will dedicate the proceeds toward advancing and scaling products powered by its cognitive computing platform, further enabling insights for optimal patient care. The Series D funding comes as Apixio experiences strong momentum and increasing demand for its HCC Profiler solution, which mines unstruc...
Jul. 1, 2016 12:30 PM EDT Reads: 670
SYS-CON Events has announced today that Roger Strukhoff has been named conference chair of Cloud Expo and @ThingsExpo 2016 Silicon Valley. The 19th Cloud Expo and 6th @ThingsExpo will take place on November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. "The Internet of Things brings trillions of dollars of opportunity to developers and enterprise IT, no matter how you measure it," stated Roger Strukhoff. "More importantly, it leverages the power of devices and the Interne...
Jul. 1, 2016 12:00 PM EDT Reads: 639
In addition to all the benefits, IoT is also bringing new kind of customer experience challenges - cars that unlock themselves, thermostats turning houses into saunas and baby video monitors broadcasting over the internet. This list can only increase because while IoT services should be intuitive and simple to use, the delivery ecosystem is a myriad of potential problems as IoT explodes complexity. So finding a performance issue is like finding the proverbial needle in the haystack.
Jul. 1, 2016 10:45 AM EDT Reads: 552
Machine Learning helps make complex systems more efficient. By applying advanced Machine Learning techniques such as Cognitive Fingerprinting, wind project operators can utilize these tools to learn from collected data, detect regular patterns, and optimize their own operations. In his session at 18th Cloud Expo, Stuart Gillen, Director of Business Development at SparkCognition, discussed how research has demonstrated the value of Machine Learning in delivering next generation analytics to imp...
Jul. 1, 2016 10:30 AM EDT Reads: 1,073
Whether your IoT service is connecting cars, homes, appliances, wearable, cameras or other devices, one question hangs in the balance – how do you actually make money from this service? The ability to turn your IoT service into profit requires the ability to create a monetization strategy that is flexible, scalable and working for you in real-time. It must be a transparent, smoothly implemented strategy that all stakeholders – from customers to the board – will be able to understand and comprehe...
Jul. 1, 2016 10:00 AM EDT Reads: 497
The cloud market growth today is largely in public clouds. While there is a lot of spend in IT departments in virtualization, these aren’t yet translating into a true “cloud” experience within the enterprise. What is stopping the growth of the “private cloud” market? In his general session at 18th Cloud Expo, Nara Rajagopalan, CEO of Accelerite, explored the challenges in deploying, managing, and getting adoption for a private cloud within an enterprise. What are the key differences between wh...
Jul. 1, 2016 09:30 AM EDT Reads: 1,178
Ask someone to architect an Internet of Things (IoT) solution and you are guaranteed to see a reference to the cloud. This would lead you to believe that IoT requires the cloud to exist. However, there are many IoT use cases where the cloud is not feasible or desirable. In his session at @ThingsExpo, Dave McCarthy, Director of Products at Bsquare Corporation, will discuss the strategies that exist to extend intelligence directly to IoT devices and sensors, freeing them from the constraints of ...
Jul. 1, 2016 09:12 AM EDT Reads: 250
The IoT is changing the way enterprises conduct business. In his session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, discussed how businesses can gain an edge over competitors by empowering consumers to take control through IoT. He cited examples such as a Washington, D.C.-based sports club that leveraged IoT and the cloud to develop a comprehensive booking system. He also highlighted how IoT can revitalize and restore outdated business models, making them profitable ...
Jul. 1, 2016 09:00 AM EDT Reads: 675
IoT offers a value of almost $4 trillion to the manufacturing industry through platforms that can improve margins, optimize operations & drive high performance work teams. By using IoT technologies as a foundation, manufacturing customers are integrating worker safety with manufacturing systems, driving deep collaboration and utilizing analytics to exponentially increased per-unit margins. However, as Benoit Lheureux, the VP for Research at Gartner points out, “IoT project implementers often ...
Jul. 1, 2016 08:45 AM EDT Reads: 792
When people aren’t talking about VMs and containers, they’re talking about serverless architecture. Serverless is about no maintenance. It means you are not worried about low-level infrastructural and operational details. An event-driven serverless platform is a great use case for IoT. In his session at @ThingsExpo, Animesh Singh, an STSM and Lead for IBM Cloud Platform and Infrastructure, will detail how to build a distributed serverless, polyglot, microservices framework using open source tec...
Jul. 1, 2016 08:30 AM EDT Reads: 785
The idea of comparing data in motion (at the sensor level) to data at rest (in a Big Data server warehouse) with predictive analytics in the cloud is very appealing to the industrial IoT sector. The problem Big Data vendors have, however, is access to that data in motion at the sensor location. In his session at @ThingsExpo, Scott Allen, CMO of FreeWave, discussed how as IoT is increasingly adopted by industrial markets, there is going to be an increased demand for sensor data from the outermos...
Jul. 1, 2016 08:00 AM EDT Reads: 559
CenturyLink has announced that application server solutions from GENBAND are now available as part of CenturyLink’s Networx contracts. The General Services Administration (GSA)’s Networx program includes the largest telecommunications contract vehicles ever awarded by the federal government. CenturyLink recently secured an extension through spring 2020 of its offerings available to federal government agencies via GSA’s Networx Universal and Enterprise contracts. GENBAND’s EXPERiUS™ Application...
Jul. 1, 2016 08:00 AM EDT Reads: 587
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, wh...
Jul. 1, 2016 07:15 AM EDT Reads: 1,322
"delaPlex is a software development company. We do team-based outsourcing development," explained Mark Rivers, COO and Co-founder of delaPlex Software, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Jul. 1, 2016 07:15 AM EDT Reads: 730
"We work in the area of Big Data analytics and Big Data analytics is a very crowded space - you have Hadoop, ETL, warehousing, visualization and there's a lot of effort trying to get these tools to talk to each other," explained Mukund Deshpande, head of the Analytics practice at Accelerite, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Jul. 1, 2016 12:30 AM EDT Reads: 774