Expert insights. Personalized for you.
The biggest news for many project management practitioners in the 2018 Budget delivered by Philip Hammond, was his decision to delay any implementation of the new IR35 regime in the Private Sector until April 2020. The post 2018 Budget Adds New IR35 Twist appeared first on arraspeople. MORE
This year, at Agile 2018, we had a ton of thought leaders from the Agile community stop by the set of SoundNotes to talk about the state of the industry, give us sneak previews of their speaker sessions, and to promote their latest projects/endeavors. Natalie led two sessions at Agile 2018: MVR: Minimally Viable Relationships (with Jenny Tarwater). We had the chance to sit down with Olaf to discuss the workshop he led at Agile 2018. MORE
I am excited to be presenting on the Enterprise Agile track at the Agile 2018 conference in San Diego, August 7. I have worked with several organizations this year that had issues with work dependencies between teams. My session called “ Two-Pizza Team Heartburn Relief: Solutions to Team Dependencies ” highlights the shift to global rather than local optimization. We will investigate dependency problems through animations and simulations and then explore some candidate solutions. MORE
Let’s say you’re well-qualified in your technical skills—be it Java, programming languages, infrastructure, networks or system administration. Qualifications take time and effort, but as well as learning useful skills, you’re also building confidence—your own and the others’ confidence in your ability to do a great job. But what if you’re switching from a purely technical role to one that involves managing projects? MORE
The post 2018 Digital PM Summit 4th – 6th September, Memphis appeared first on The Digital Project Manager. If you’re wondering how to spend your digital project management training budget this year, look. General MORE
Here are five trends that project managers should be watching out for in 2018. If you work in an agency or on web and digital projects, 2018 could be a breakthrough year for you. peer to peer support is going to be even more important in 2018. I’m excited to see what 2018 will bring for project managers internationally. The post Project Management Trends: 2018 Topics to Watch appeared first on LiquidPlanner. MORE
I'm on my way home after spending the week at Agile2018. It's been a great conference. I reconnected with old friends, met some new ones, and attended some great presentations. Monday's keynote was Dom Price (@domprice) from Atlassian. He shared how Atlassian tracked team health via their playbook. One interesting statistic he shared was that 78% of people don't trust their team mates. He also hit a theme that was repeated by many of the speaker; focus on outcomes, not outputs. MORE
Find the best project management tool of 2018 that is right for you! Project Management MORE
Pin for later reading: The post Teamdeck: Software Review [2018] appeared first on Girl's Guide to Project Management. General information. Name: Teamdeck. Vendor: Teamdeck. Hosting options: Web only. It doesn’t look like there is an app available. Languages: English. MORE
On 1 November 2018, thousands of people gathered online for International Project Management Day 2018 : Project, Program, and Portfolio Management in an Age of Digital Disruption , an online learning and knowledge sharing event organized by IIL. Carol Bluebeam Hagen (@carolhagen) November 1, 2018. IIL Global (@IILGlobal) November 1, 2018. IIL Global (@IILGlobal) November 1, 2018. By Henk-Jan van der Klis ( @hjvanderklis ). MORE
All projects—especially large, complex projects—need clear priorities. Easier said than done. You can count on technical projects, no matter how well-planned, to involve change orders, re-prioritization and the regular appearance of surprises. It’s just the natural order of things. But still. Knowing how to prioritize work affects the success of your project, the engagement of your team, and your role as a leader. MORE
The post Paid Time Off Study – 2018 Statistics & Whitepaper appeared first on ProjectManager.com. Paid time off (PTO) policies are central to achieving work-life balance. PTO should be a refuge for people to unplug and re-center, so they can return to work feeling refreshed and productive. MORE
This article, AlchemyWorks: Software Review [2018] , first appeared on Girl's Guide to Project Management. General information. Name: AlchemyWorks. Vendor: AlchemyWorks Ltd. Hosting options: Web only. There’s also an android app available. Languages: English comes as standard and you can add terminology in your own language. However, system prompts and contextual help are only available in English. Cost: Free 30-day trial, then plans from $4.99 MORE
Whether you’re making the move to Agile project management in your development group or creating an Agile process for your in-house project management methodology, chances are you’re going to have to sell this change to executives in your organization. And, they’re going to be business people too. This means you have to have a really strong business case, no matter how logical and even obvious switching to an Agile system might be. MORE
The post The PMO Conference 2018 appeared first on arraspeople. PMO PMO Conference PMO Conference 2018The PMO Conference is back in June this year, now in its fourth year, it’s THE conference for people who work, manage and lead PMO functions. The conference takes place on the 13th June in London and the full programme plus a new set of PMO Classes make up a three-day PMO fest. MORE
I think it is important to make some resolutions on the professional front … analytics best practices Blog Leadership productivity Project Management time management Trends work culture 2018 resolutions celoxis Online project management tool project management project management trends 2018 web based project management software workplace trends 2018The year-end holidays are a good time to wind down and recharge your batteries. MORE
The post Becoming a Project Manager – A Complete Guide for 2018 appeared first on Paymo. Are you preparing to become a project manager but you don’t know where to start? We’ve put together an extensive guide for you to serve as a beginning point and reference for your future career as a project manager. You can now start being part of this line of work right away by reading the basics of each aspect of a project manager’s career growth. MORE
This year, at Agile 2018, we had a ton of thought leaders from the Agile community stop by the set of SoundNotes to talk about the state of the industry, give us sneak previews of their speaker sessions, and to promote their latest projects/endeavors. Keynote speaker Troy Magennis stopped by the booth to talk about his Agile 2018 Session: What is the Story with Agile Data? Larry led a session at Agile 2018 called: Agile Quantified: Measuring the Impact of Agility. MORE
Update August 2018: This tool keeps getting better and better! The post Software Review: Vizzlo [2018] appeared first on Girl's Guide to Project Management. I first wrote this Vizzlo review in 2016, and this review has been updated to reflect changes in the tool since then. General Information. Name: Vizzlo. Vendor: Vizzlo. Hosting options: Web only. MORE
The new year is a time for making resolutions and most people’s lists are likely to include some behavior-related ones (e.g. I resolve to eat only one dessert with dinner!) as well as some goal-oriented ones (e.g. This is the year that I’ll get washboard abs without the benefit of Photoshop!). MORE
On 13 June 2018 I went to the PMO Conference in London. The post PMO Conference 2018: Video Diary appeared first on Girl's Guide to Project Management. It’s one of the few conferences that is specifically focused on PMO practices, process, tools and people. I don’t think of myself as really a PMO person so I wasn’t sure what I would get out of it. I was surprised – in a good way! It was brilliant, very well put together and very interesting. MORE
This year, at Agile 2018, we had a ton of thought leaders from the Agile community stop by the set of SoundNotes to talk about the state of the industry, give us sneak previews of their speaker sessions, and to promote their latest projects/endeavors. Mark and Johanna Co-Presented a talk at Agile 2018 entitled: You have to Say More There: Effective Communication in a Distributed Agile Team. Johanna led another session at Agile 2018: Agile and Lean Roadmapping. MORE
This article, Project Management Trends (2018 Edition) , first appeared on Girl's Guide to Project Management. Here are the top project management trends for 2018 I think you should be watching out for. There are trends in all industries and professions. Project management is no different: we see trends come and go, or stay with us and develop over time. Recently I’ve been reflecting on what the shifts are and where that is taking us as project managers. MORE
I have just returned from the 2018 Dubai International Project Management Forum ( DIPMF ). It was my second year presenting there and this year I hosted a session called “Agile: Not New, but Now Necessary”. It traced several techniques back through history and explained how lean, agile, and design thinking approaches share common guidance for building high performing teams. During the conference, I mainly attended the agile and artificial intelligence (AI) sessions. MORE
The post All Set for International Project Management Day 2018? Announcement Project Management Project Management Day 2018When Lori Milhaven collaborated with Laverne Johnson, the result was the first IIL (International Institute of Learning) conference. Men and women from all over the globe came together to share ideas, discuss problems with experts and meet project management professionals to pick their brains. MORE
The post The 7 Best Blog Posts on Project Management in 2018 appeared first on ProjectManager.com. Project management is thriving. People are coming to realize that most everything they do can be considered a project, no matter how big or small. We’re just happy to help people manage their projects with our project management software , blog posts and videos that offer practical solutions to things like time management, using resources more effectively and managing teams. MORE
We will also be giving out copies of the 2018 Project Management Benchmark Report. The PMBR 2018 has the latest project management market data as collected from practitioners. Find out what happened in 2017 and what is in store for 2018 in the project management domain. Some observers say that 2018 has seen the market move to a “Candidates Market” but what does that really mean and will it impact you? MORE
The post Thank You 2018 appeared first on Girl's Guide to Project Management. I just wanted to take a moment to thank everyone that has made Girl’s Guide to Project Management possible this year. It is a big list, but there are so many people working behind the scenes to help this website run smoothly. A very big thank you to… Companies that let me review their software. These companies asked me to review their software this year. Proggio. Vizzlo. Reason8. Genius Project. MORE
To help you keep track of what the future holds for marketing and what new technologies are an absolute must to get on board with, we’ve put together this article on the most important marketing trends for 2018 and beyond. 2018 should be the year that you start making the connections and discovering how you can get VR working for you. The post Five Marketing Trends Not to Ignore in 2018 appeared first on Clarizen. The pace of change in marketing trends can be head-spinning. MORE
The post The 7 Best Blog Posts on Office Culture in 2018 appeared first on ProjectManager.com. Office culture is the set of standards you’re expected to hold when you walk into a work space. They are certainly not consistent, nor are they set in stone. Office culture at one time meant a suit and a tie or an equally formal attire for women. Then came business casual. Now, at some places of business, you’ll look out of place if you’re not in shorts and a T-shirt. MORE
Once in my career, I was lucky enough to work with a true Excel spreadsheet master. Chris could make Excel do anything, except he never used spreadsheets to manage a project. He was a wise man. Since then I’ve come across too many project professionals, teams and organizations who stretch Microsoft Excel into a project management tool, and unsuccessfully so. When teams use legacy tools for something like project management, they invite in even more legacy problems. MORE
Dear Elizabeth: I work in a technical team as a project manager. We do a lot of projects that are innovative (for us), and my development colleagues always seem reluctant when it comes to project planning. They won’t give me timescales that will help me plan. How do you deal with a team that refuses to estimate how long tasks will take? I’m getting tired of hearing, “It depends.” ” It depends on what? MORE
This article, How To Make 2018 A Successful Year for Your Projects , first appeared on Girl's Guide to Project Management. Would you like to make 2018 a successful year for your projects? I asked people two questions: What should people managing projects be aware of as we go into 2018 to make 2018 their most successful year ever? What will you be doing in 2018 to have your most successful year ever? MORE
2018 Related Topics Arras People
FEBRUARY 22, 2018
The post The PMO Conference 2018 appeared first on arraspeople. PMO PMO Conference PMO Conference 2018The PMO Conference is back in June this year, now in its fourth year, it’s THE conference for people who work, manage and lead PMO functions. The conference takes place on the 13th June in London and the full programme plus a new set of PMO Classes make up a three-day PMO fest.
Girl's Guide to PM
DECEMBER 18, 2018
The post Thank You 2018 appeared first on Girl's Guide to Project Management. I just wanted to take a moment to thank everyone that has made Girl’s Guide to Project Management possible this year. It is a big list, but there are so many people working behind the scenes to help this website run smoothly. A very big thank you to… Companies that let me review their software. These companies asked me to review their software this year. Proggio. Vizzlo. Reason8. Genius Project.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
ProjectManager.com
DECEMBER 27, 2018
The post The 7 Best Blog Posts on Project Management in 2018 appeared first on ProjectManager.com. Project management is thriving. People are coming to realize that most everything they do can be considered a project, no matter how big or small. We’re just happy to help people manage their projects with our project management software , blog posts and videos that offer practical solutions to things like time management, using resources more effectively and managing teams.
ProjectManager.com
OCTOBER 12, 2018
The post Paid Time Off Study – 2018 Statistics & Whitepaper appeared first on ProjectManager.com. Paid time off (PTO) policies are central to achieving work-life balance. PTO should be a refuge for people to unplug and re-center, so they can return to work feeling refreshed and productive.
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Girl's Guide to PM
MARCH 28, 2018
Pin for later reading: The post Teamdeck: Software Review [2018] appeared first on Girl's Guide to Project Management. General information. Name: Teamdeck. Vendor: Teamdeck. Hosting options: Web only. It doesn’t look like there is an app available. Languages: English.
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Girl's Guide to PM
JUNE 18, 2018
On 13 June 2018 I went to the PMO Conference in London. The post PMO Conference 2018: Video Diary appeared first on Girl's Guide to Project Management. It’s one of the few conferences that is specifically focused on PMO practices, process, tools and people. I don’t think of myself as really a PMO person so I wasn’t sure what I would get out of it. I was surprised – in a good way! It was brilliant, very well put together and very interesting.
Girl's Guide to PM
JANUARY 3, 2018
This article, How To Make 2018 A Successful Year for Your Projects , first appeared on Girl's Guide to Project Management. Would you like to make 2018 a successful year for your projects? I asked people two questions: What should people managing projects be aware of as we go into 2018 to make 2018 their most successful year ever? What will you be doing in 2018 to have your most successful year ever?
Girl's Guide to PM
AUGUST 11, 2018
Update August 2018: This tool keeps getting better and better! The post Software Review: Vizzlo [2018] appeared first on Girl's Guide to Project Management. I first wrote this Vizzlo review in 2016, and this review has been updated to reflect changes in the tool since then. General Information. Name: Vizzlo. Vendor: Vizzlo. Hosting options: Web only.
The IIL Blog
NOVEMBER 5, 2018
On 1 November 2018, thousands of people gathered online for International Project Management Day 2018 : Project, Program, and Portfolio Management in an Age of Digital Disruption , an online learning and knowledge sharing event organized by IIL. Carol Bluebeam Hagen (@carolhagen) November 1, 2018. IIL Global (@IILGlobal) November 1, 2018. IIL Global (@IILGlobal) November 1, 2018. By Henk-Jan van der Klis ( @hjvanderklis ).
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Clarizen
JUNE 27, 2018
To help you keep track of what the future holds for marketing and what new technologies are an absolute must to get on board with, we’ve put together this article on the most important marketing trends for 2018 and beyond. 2018 should be the year that you start making the connections and discovering how you can get VR working for you. The post Five Marketing Trends Not to Ignore in 2018 appeared first on Clarizen. The pace of change in marketing trends can be head-spinning.
ProjectManager.com
DECEMBER 26, 2018
The post The 7 Best Blog Posts on Office Culture in 2018 appeared first on ProjectManager.com. Office culture is the set of standards you’re expected to hold when you walk into a work space. They are certainly not consistent, nor are they set in stone. Office culture at one time meant a suit and a tie or an equally formal attire for women. Then came business casual. Now, at some places of business, you’ll look out of place if you’re not in shorts and a T-shirt.
The Digital Project Manager
JULY 16, 2018
The post 2018 Digital PM Summit 4th – 6th September, Memphis appeared first on The Digital Project Manager. If you’re wondering how to spend your digital project management training budget this year, look. General
Leading Answers
DECEMBER 17, 2018
I have just returned from the 2018 Dubai International Project Management Forum ( DIPMF ). It was my second year presenting there and this year I hosted a session called “Agile: Not New, but Now Necessary”. It traced several techniques back through history and explained how lean, agile, and design thinking approaches share common guidance for building high performing teams. During the conference, I mainly attended the agile and artificial intelligence (AI) sessions.
Speaker: Daniel O'Sullivan, Product Designer, nCino and Jeff Hudock, Senior Product Manager, nCino
We’ve all seen the increasing industry trend of artificial intelligence and big data analytics. In a world of information overload, it's more important than ever to have a dashboard that provides data that's not only interesting but actually relevant and timely. Dashboards assist decision makers facilitate new ideas and business opportunities, increase customer approval rates, and analyze current business process. All of these activities play a vital role in providing the superior experience your customers demand.
Girl's Guide to PM
DECEMBER 17, 2017
This article, Project Management Trends (2018 Edition) , first appeared on Girl's Guide to Project Management. Here are the top project management trends for 2018 I think you should be watching out for. There are trends in all industries and professions. Project management is no different: we see trends come and go, or stay with us and develop over time. Recently I’ve been reflecting on what the shifts are and where that is taking us as project managers.
LiquidPlanner
AUGUST 14, 2018
Let’s say you’re well-qualified in your technical skills—be it Java, programming languages, infrastructure, networks or system administration. Qualifications take time and effort, but as well as learning useful skills, you’re also building confidence—your own and the others’ confidence in your ability to do a great job. But what if you’re switching from a purely technical role to one that involves managing projects?
Taskque
NOVEMBER 1, 2018
The post All Set for International Project Management Day 2018? Announcement Project Management Project Management Day 2018When Lori Milhaven collaborated with Laverne Johnson, the result was the first IIL (International Institute of Learning) conference. Men and women from all over the globe came together to share ideas, discuss problems with experts and meet project management professionals to pick their brains.
LiquidPlanner
OCTOBER 11, 2018
All projects—especially large, complex projects—need clear priorities. Easier said than done. You can count on technical projects, no matter how well-planned, to involve change orders, re-prioritization and the regular appearance of surprises. It’s just the natural order of things. But still. Knowing how to prioritize work affects the success of your project, the engagement of your team, and your role as a leader.
Speaker: Tristan Kromer, Lean Agile Coach, Kromatic
Some teams struggle to constantly optimize conversion rates without understanding the financial impact of those conversion rates. Sometimes that 0.1% increase isn't worth the engineering time we're spending! Early stage startups in particular may not need a four year business plan, but they need to start building out a model which will show how they can someday be profitable. At the very least, they need to be able to see the impact of a change in retention rates to their user growth.
Girl's Guide to PM
FEBRUARY 28, 2018
This article, AlchemyWorks: Software Review [2018] , first appeared on Girl's Guide to Project Management. General information. Name: AlchemyWorks. Vendor: AlchemyWorks Ltd. Hosting options: Web only. There’s also an android app available. Languages: English comes as standard and you can add terminology in your own language. However, system prompts and contextual help are only available in English. Cost: Free 30-day trial, then plans from $4.99
Celoxis
SEPTEMBER 28, 2018
Find the best project management tool of 2018 that is right for you! Project Management
Zen Project Management
AUGUST 9, 2018
I'm on my way home after spending the week at Agile2018. It's been a great conference. I reconnected with old friends, met some new ones, and attended some great presentations. Monday's keynote was Dom Price (@domprice) from Atlassian. He shared how Atlassian tracked team health via their playbook. One interesting statistic he shared was that 78% of people don't trust their team mates. He also hit a theme that was repeated by many of the speaker; focus on outcomes, not outputs.
LiquidPlanner
JANUARY 2, 2018
Here are five trends that project managers should be watching out for in 2018. If you work in an agency or on web and digital projects, 2018 could be a breakthrough year for you. peer to peer support is going to be even more important in 2018. I’m excited to see what 2018 will bring for project managers internationally. The post Project Management Trends: 2018 Topics to Watch appeared first on LiquidPlanner.
Speaker: Johanna Rothman, Management Consultant, Rothman Consulting Group
Before agile approaches took the world by storm, we used Gantt charts and defects to measure project and program progress. We had trouble measuring product progress until just before release—often too late to change anything. Join Johanna as she discusses how agile approaches change what we measure, and possible measures you might use in projects, programs, and to assess the product as the team(s) build it.
Arras People
JULY 26, 2018
We will also be giving out copies of the 2018 Project Management Benchmark Report. The PMBR 2018 has the latest project management market data as collected from practitioners. Find out what happened in 2017 and what is in store for 2018 in the project management domain. Some observers say that 2018 has seen the market move to a “Candidates Market” but what does that really mean and will it impact you?
Kiron Bondale
JANUARY 7, 2018
The new year is a time for making resolutions and most people’s lists are likely to include some behavior-related ones (e.g. I resolve to eat only one dessert with dinner!) as well as some goal-oriented ones (e.g. This is the year that I’ll get washboard abs without the benefit of Photoshop!).
LiquidPlanner
SEPTEMBER 6, 2018
Whether you’re making the move to Agile project management in your development group or creating an Agile process for your in-house project management methodology, chances are you’re going to have to sell this change to executives in your organization. And, they’re going to be business people too. This means you have to have a really strong business case, no matter how logical and even obvious switching to an Agile system might be.
LiquidPlanner
AUGUST 28, 2018
Once in my career, I was lucky enough to work with a true Excel spreadsheet master. Chris could make Excel do anything, except he never used spreadsheets to manage a project. He was a wise man. Since then I’ve come across too many project professionals, teams and organizations who stretch Microsoft Excel into a project management tool, and unsuccessfully so. When teams use legacy tools for something like project management, they invite in even more legacy problems.
Speaker: Cait Porte, SVP Product and Customer Experience, Zmags
Gathering support for a product feature or enhancement is a critical skill for Product Managers. Talking to customers, working with key stakeholders in the business and convincing development that a feature is necessary can be a daunting task. Join Product Management expert Cait Porte as she covers how to sell your ideas internally by leveraging data to drive decision making.
Leading Agile
SEPTEMBER 7, 2018
This year, at Agile 2018, we had a ton of thought leaders from the Agile community stop by the set of SoundNotes to talk about the state of the industry, give us sneak previews of their speaker sessions, and to promote their latest projects/endeavors. Natalie led two sessions at Agile 2018: MVR: Minimally Viable Relationships (with Jenny Tarwater). We had the chance to sit down with Olaf to discuss the workshop he led at Agile 2018.
LiquidPlanner
NOVEMBER 1, 2018
Dear Elizabeth: I work in a technical team as a project manager. We do a lot of projects that are innovative (for us), and my development colleagues always seem reluctant when it comes to project planning. They won’t give me timescales that will help me plan. How do you deal with a team that refuses to estimate how long tasks will take? I’m getting tired of hearing, “It depends.” ” It depends on what?
Leading Answers
JUNE 29, 2018
I am excited to be presenting on the Enterprise Agile track at the Agile 2018 conference in San Diego, August 7. I have worked with several organizations this year that had issues with work dependencies between teams. My session called “ Two-Pizza Team Heartburn Relief: Solutions to Team Dependencies ” highlights the shift to global rather than local optimization. We will investigate dependency problems through animations and simulations and then explore some candidate solutions.
Paymo App
JANUARY 19, 2018
The post Becoming a Project Manager – A Complete Guide for 2018 appeared first on Paymo. Are you preparing to become a project manager but you don’t know where to start? We’ve put together an extensive guide for you to serve as a beginning point and reference for your future career as a project manager. You can now start being part of this line of work right away by reading the basics of each aspect of a project manager’s career growth.
Speaker: Johanna Rothman, Management Consultant, Rothman Consulting Group
You’ve seen team metrics like velocity. Velocity is not an accurate measure of a team's progress towards "done." So what should you use instead? Join Johanna as she discusses the measures that are actually useful in understanding what your team does, where the work is, and how long the work really takes - and in addition, we’ll examine what it takes to explain the team’s progress to others in terms of the product backlog burnup chart, ways to talk about what’s done and not yet released, and how to show others working product.
Celoxis
JANUARY 17, 2018
I think it is important to make some resolutions on the professional front … analytics best practices Blog Leadership productivity Project Management time management Trends work culture 2018 resolutions celoxis Online project management tool project management project management trends 2018 web based project management software workplace trends 2018The year-end holidays are a good time to wind down and recharge your batteries.
The Digital Project Manager
DECEMBER 11, 2018
Surprising revelations about remote meetings, Waterfall, and juggling projects as a freelance PM in 2018, from project management expert Patrice Embry. The post 5 Project Management Lessons Learned from 2018 appeared first on The Digital Project Manager. Career Development Topics
Leading Agile
SEPTEMBER 6, 2018
This year, at Agile 2018, we had a ton of thought leaders from the Agile community stop by the set of SoundNotes to talk about the state of the industry, give us sneak previews of their speaker sessions, and to promote their latest projects/endeavors. Keynote speaker Troy Magennis stopped by the booth to talk about his Agile 2018 Session: What is the Story with Agile Data? Larry led a session at Agile 2018 called: Agile Quantified: Measuring the Impact of Agility.
Leading Agile
AUGUST 30, 2018
This year, at Agile 2018, we had a ton of thought leaders from the Agile community stop by the set of SoundNotes to talk about the state of the industry, give us sneak previews of their speaker sessions, and to promote their latest projects/endeavors. Mark and Johanna Co-Presented a talk at Agile 2018 entitled: You have to Say More There: Effective Communication in a Distributed Agile Team. Johanna led another session at Agile 2018: Agile and Lean Roadmapping.
Speaker: Josh Martin, Director of Product Marketing, Logi Analytics
The state of embedded analytics in 2018 is in flux. May 30, 2018 11:00 AM PST, 2:00 PM EST, 7:00 PM GMT Embedded analytics has evolved from an afterthought to a necessity.
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