Free2 play soft launch obtaining tangible results through action-oriented a...Mary Chan
油
This presentation is a crossroads between Business, Marketing, Data Analysis, and Production. It presents what is important from a free2play business perspective, how and what needs to be tracked, and how a company can make sure results are delivered based on the data gathered. A basic business awareness of the free2play market is necessary, but data analysts and production-oriented people can attend and get useful insights.
UK GIAF: Winter 2015
26th November, London
Kindly hosted at the offices of Space Ape Games.
GIAF returns to London with a fantastic line-up of industry speakers covering a broad range of topics from the realm of game analytics.
Speakers:
Juan Gabriel Gomila Salas, CEO at Frogames
Slot machines: Tweaking randomness in Social Casino
Learn how manipulating randomness on social casino games drives engagement, retention and monetisation.
Fred Easey, Head of Analytics at Space Ape Games
Analytical techniques: A practical guide to answering business questions
Exploring different methods you can use as an analyst to understand your game data
Mark Robinson, CEO at deltaDNA
Survey results: The secrets to successful F2P ad monetisation
Get a first-look at the data generated from a research project on in-game advertising, with over 100 game developers surveyed on their top grossing F2P games.
Figuring out the right metrics for your gameSaurav Sahu
油
This document discusses the importance of establishing proper metrics and analytics frameworks when developing games. It recommends determining goals first before identifying relevant signals, questions, and metrics to track. Examples of metrics frameworks like HEART and AARRR are provided. Care must be taken to select actionable metrics and avoid biases. Analytics should be integrated from the start to help validate assumptions and drive optimal growth, engagement, and revenue.
This document discusses gamifying an agile project to improve employee engagement. It describes some organizational challenges around motivating employees and teams. It then discusses using gamification to address these challenges by increasing engagement. The document outlines a gamification framework that was used, including defining objectives, player profiles, activities, levels, rules, and a team leaderboard and dashboard. It discusses the psychology and design behind the game. The results were improved efficiency, competency, problem solving, collaboration, and product quality.
Agile SEO: Building a Continuous Improvement Machine for SEO - Gray Dot Prese...Gray Dot Co
油
This was a presentation for the conference EmpowerB2B, about how to kick off an SEO program and keep it rolling in an agile manner.
See the video presentation and the transcript of it here: https://thegray.company/blog/agile-seo-101-building-a-continuous-improvement-machine-for-seo
Product Agility: 3 fundamentals from the trenches (Braga,PT)Pedro Teixeira
油
Product Agility: 3 Fundamentals from the Trenches
There is no silver bullet for Product and Business Agility.
On this talk, you will know which are the fundamentals and some of the initiatives in place in the OutSystems Engineering Journey to better responding rapidly and flexibly to our customer's demands.
Product analytics evolution: analytics approaches on different stages of the ...DevGAMM Conference
油
During this session, Vera Karpova from devtodev will discuss how product analytics changes during the development process: what tasks and issues the team faces on different stages and which appropriate analytical tools should be used to solve them.
Using Data Science for Behavioural Game DesignGameCamp
油
In this talk, the speaker shows how data science and behavioral science can help to design better games, increase retention, and in-app purchases, and achieve viral growth. Presentation delivered at 8th edition of GameCamp (www.GameCamp.io).
Marketo Engage User Group: AI: Getting Exponential Value from Your Processes ...BradBedford3
油
With years of experience designing and optimizing scalable campaigns, workflows, and data-driven strategies, Lucas combines deep technical knowledge of Marketo with a forward-thinking approach to integrating AI solutions. In this session, we'll start with examples on how AI can already help MOPs professionals in their day to day, and them move on to more complex applications and present a framework on how they can prepare their systems, team and business to implement AI deeper on their processes. Lucas will walk you through how to get the benefits from AI, including:
Addressing any ethical concern
Providing examples on how you can use AI in your daily routine
Explaining how you can infuse AI into your processes and get exponential value
Are you about to launch a new CRO program?
The first 30 days are pivotal for your long-term success. Theres a lot of pressure to demonstrate value quickly, which isnt easy. The process is far more complicated than it seems and can only be tackled with a well-thought-out plan.
Our expert for this session, Joe Johnston, is the Head of Conversion at Launch, and he understands the common challenges that often arise when you kickstart a CRO program. Fortunately, he also knows how to mitigate them. In this webinar, he will share methods for gaining trust from key stakeholders and laying the foundations for collecting robust (valid) data, which is crucial in the first phase.
This document discusses using gamification strategies to increase engagement and drive desired behaviors in agile software development teams. It provides examples of gamification programs and tools that can be used, such as Agile Leagues and games to promote continuous improvement. The document then outlines a seven-step process for implementing an agile gamification program, including defining target behaviors, getting approval, knowing the players, and making constant adjustments based on metrics. Peer review of activities is suggested to prevent cheating and ensure tasks are completed as agreed. The document recommends focusing on intrinsic rather than extrinsic rewards for software development work.
This document provides information about Expert Coaching resources available from Salesforce, including:
- Expert Coaching includes webinars, videos, and individual sessions led by Salesforce experts to help customers maximize success with Salesforce products.
- Topics covered include getting started guides, how-to guides, insights, and reviews for industries, products, and use cases.
- Customers can register for webinars and view video recordings on their own schedule or book individual follow up sessions.
- Guided onboarding programs provide a structured multi-week introduction to platforms like Sales Cloud.
Steam User Score is predictable and manageable. Our track record went from average of 75% to average of 94% positive. Through careful focus on aspects that affect User Score you can boost your chances of receiving positive reviews, and dodge common negative review pitfalls. Some features affect the User Score more than the others. I'm going to share the lessons we learned and help you do the same!
1. Agile coaches can provide 7 things to teams, including agile assessments, help setting up new teams, story mapping to visualize products, implementing kanban practices, achieving goals using the GROW model, facilitating efficient meetings, and boosting scrum practices beyond basics.
2. Agile coaches want to collaborate better with teams by working towards shared goals in either a "keep the lights on" support mode or more proactively.
3. Additional ways agile coaches can support teams include providing training, publishing a monthly newsletter on techniques and case studies, and maintaining a Confluence page for resources.
Robert Jones presented on transforming digital experiences through customer research optimization techniques. He discussed how his company, Smart Insights, uses techniques like AB testing and user research to improve their digital marketing. This includes testing landing pages, sales letters, emails and more. He also covered creating effective user personas to better understand customers and improve relevance. The presentation provided an overview of techniques and tools for user testing, research and creating an insight-driven culture to transform digital experiences.
Overview of methodology for interperting Reinforcement Learning (RL) based trading strategies. Intended to make visualizing and understanding RL based trading consumable for all audiancies (Traders, PM's, Quants).
Win/loss analysis seeks to understand why sales were won or lost by examining data from sales, finance, customers, prospects, and competitors. The goals are to discover insights to improve future sales and determine the most important factors like pricing, resources, decision makers, and sales process. Data is analyzed using tools like CRM and Excel to measure dimensions like dollars, counts, sources, and timing. Insights are then presented and used to refine strategies, abandon low potential opportunities, and continually monitor and improve results.
This is the result of a research study conducted in Pivotal Chicago office to discover the metrics of product success, prioritization on product decisions and the overall key learnings and feedback from the user interviews conducted.
The document is a presentation on search engine optimization (SEO) given by Kritik Kumar Rout, a computer science student at Srinix College of Engineering in Balasore, Odisha. The presentation covers the basics of how search engines work, what SEO is, why it is needed, how to conduct keyword research, page ranking factors, and the advantages and disadvantages of SEO. Key points discussed include how search engines crawl, index, and rank webpages; the importance of visibility, targeted traffic, and return on investment through SEO; and the lack of full control over rankings as search algorithms change.
What is UX? UX stands for user experience. Think about the last website that you visited. Was the goal of the website clear? Was it easy for you to find the information you needed? What about the colors? Did the colors match the theme? UX design is a way of thinking. It is the process of enhancing user satisfaction with a product by improving its usability, accessibility, and desirability. If the user has a good experience with your website, they will return. And they will invite their friends to come.
For nonprofits, having UX skills means developing campaigns that will inspire people to join your cause and give them the tools they can use to make a difference.
In this UX activity, we will learn how to make our passion for animal welfare stand out in our campaigns and recruit more animal lovers to the movement!
Creating a Data Driven L&D Team - an xAPI Case Study - DevLearn 2018Margaret Roth
油
From an organization-wide executive directive to become more data-driven, a retail corporate L&D team took an internal look at their own data practices. Realizing that they had an overwhelming lack of transparency into their learning initiatives and a great amount of data that had gone unused, the team developed a transformation vision to create a single system of record for learning to enable observability, granularity, and accountability for all team members. The team was committed to the vision of xAPI; however, the data and information they needed in order to make actionable change for their learners was locked away in non-interoperable formats, and they recognized the need to develop a data strategy and implementation plan.
In this case study session, you will see how the organizations L&D team created an xAPI data roadmap to not only achieve early wins when it came to the executive business objectives but also begin work on a scalable plan to build out a modern, flexible ecosystem that has the needs of learners at its center.
* Originally presented on 10/25/18 at DevLearn by Allie Tscheulin and Margaret Roth
Better than SWOT!
Learn a simple, three-step method to assess your club or team with respect to the key elements of a successful youth sports organization. Start with a quick assessment of your current situation that directly flows into a meaningful look at your strengths and obstacles. Discover how to identify the precise areas that will actively propel you towards your goal. Transform those distinct areas into specific action items, assignments, and timelines that are more effective than ideas in analytical boxes or pages of plans collecting dust on a shelf.
Join Ruth Nicholson, internationally-certified professional facilitator and founder of GO! (Governance and Operations Resources for Youth Sports), to discover how to easily transform the results of your assessment into realistic action items to improve your operations and programs.
How to make fun PvP? Analysis of core-gameplay mistakes / Dmitry Aborilov (Ba...DevGAMM Conference
油
Dmitry Aborilov discusses how to make fun player-versus-player (PvP) games and analyzes common mistakes in core gameplay design. He identifies several key factors for PvP games: targeting the right audience by providing variability in gameplay and an engaging combat system with intermediate goals; ensuring quality core gameplay through depth, preventing optimal strategies, and proper input and indication systems; and addressing other concerns like development convenience, live operations balance, and onboarding/tutorials. The document provides solutions to common problems in these areas to help developers create fun and engaging PvP experiences.
SplitMetrics answers burning questions on mobile A/B testingSplitMetrics
油
SplitMetrics team members answer frequently asked questions on the SplitMetrics app store A/B testing platform, and the mobile A/B testing process itself, cover most burning topics and provide best practices, insights and actionable tips.
Using Data Science for Behavioural Game DesignGameCamp
油
In this talk, the speaker shows how data science and behavioral science can help to design better games, increase retention, and in-app purchases, and achieve viral growth. Presentation delivered at 8th edition of GameCamp (www.GameCamp.io).
Marketo Engage User Group: AI: Getting Exponential Value from Your Processes ...BradBedford3
油
With years of experience designing and optimizing scalable campaigns, workflows, and data-driven strategies, Lucas combines deep technical knowledge of Marketo with a forward-thinking approach to integrating AI solutions. In this session, we'll start with examples on how AI can already help MOPs professionals in their day to day, and them move on to more complex applications and present a framework on how they can prepare their systems, team and business to implement AI deeper on their processes. Lucas will walk you through how to get the benefits from AI, including:
Addressing any ethical concern
Providing examples on how you can use AI in your daily routine
Explaining how you can infuse AI into your processes and get exponential value
Are you about to launch a new CRO program?
The first 30 days are pivotal for your long-term success. Theres a lot of pressure to demonstrate value quickly, which isnt easy. The process is far more complicated than it seems and can only be tackled with a well-thought-out plan.
Our expert for this session, Joe Johnston, is the Head of Conversion at Launch, and he understands the common challenges that often arise when you kickstart a CRO program. Fortunately, he also knows how to mitigate them. In this webinar, he will share methods for gaining trust from key stakeholders and laying the foundations for collecting robust (valid) data, which is crucial in the first phase.
This document discusses using gamification strategies to increase engagement and drive desired behaviors in agile software development teams. It provides examples of gamification programs and tools that can be used, such as Agile Leagues and games to promote continuous improvement. The document then outlines a seven-step process for implementing an agile gamification program, including defining target behaviors, getting approval, knowing the players, and making constant adjustments based on metrics. Peer review of activities is suggested to prevent cheating and ensure tasks are completed as agreed. The document recommends focusing on intrinsic rather than extrinsic rewards for software development work.
This document provides information about Expert Coaching resources available from Salesforce, including:
- Expert Coaching includes webinars, videos, and individual sessions led by Salesforce experts to help customers maximize success with Salesforce products.
- Topics covered include getting started guides, how-to guides, insights, and reviews for industries, products, and use cases.
- Customers can register for webinars and view video recordings on their own schedule or book individual follow up sessions.
- Guided onboarding programs provide a structured multi-week introduction to platforms like Sales Cloud.
Steam User Score is predictable and manageable. Our track record went from average of 75% to average of 94% positive. Through careful focus on aspects that affect User Score you can boost your chances of receiving positive reviews, and dodge common negative review pitfalls. Some features affect the User Score more than the others. I'm going to share the lessons we learned and help you do the same!
1. Agile coaches can provide 7 things to teams, including agile assessments, help setting up new teams, story mapping to visualize products, implementing kanban practices, achieving goals using the GROW model, facilitating efficient meetings, and boosting scrum practices beyond basics.
2. Agile coaches want to collaborate better with teams by working towards shared goals in either a "keep the lights on" support mode or more proactively.
3. Additional ways agile coaches can support teams include providing training, publishing a monthly newsletter on techniques and case studies, and maintaining a Confluence page for resources.
Robert Jones presented on transforming digital experiences through customer research optimization techniques. He discussed how his company, Smart Insights, uses techniques like AB testing and user research to improve their digital marketing. This includes testing landing pages, sales letters, emails and more. He also covered creating effective user personas to better understand customers and improve relevance. The presentation provided an overview of techniques and tools for user testing, research and creating an insight-driven culture to transform digital experiences.
Overview of methodology for interperting Reinforcement Learning (RL) based trading strategies. Intended to make visualizing and understanding RL based trading consumable for all audiancies (Traders, PM's, Quants).
Win/loss analysis seeks to understand why sales were won or lost by examining data from sales, finance, customers, prospects, and competitors. The goals are to discover insights to improve future sales and determine the most important factors like pricing, resources, decision makers, and sales process. Data is analyzed using tools like CRM and Excel to measure dimensions like dollars, counts, sources, and timing. Insights are then presented and used to refine strategies, abandon low potential opportunities, and continually monitor and improve results.
This is the result of a research study conducted in Pivotal Chicago office to discover the metrics of product success, prioritization on product decisions and the overall key learnings and feedback from the user interviews conducted.
The document is a presentation on search engine optimization (SEO) given by Kritik Kumar Rout, a computer science student at Srinix College of Engineering in Balasore, Odisha. The presentation covers the basics of how search engines work, what SEO is, why it is needed, how to conduct keyword research, page ranking factors, and the advantages and disadvantages of SEO. Key points discussed include how search engines crawl, index, and rank webpages; the importance of visibility, targeted traffic, and return on investment through SEO; and the lack of full control over rankings as search algorithms change.
What is UX? UX stands for user experience. Think about the last website that you visited. Was the goal of the website clear? Was it easy for you to find the information you needed? What about the colors? Did the colors match the theme? UX design is a way of thinking. It is the process of enhancing user satisfaction with a product by improving its usability, accessibility, and desirability. If the user has a good experience with your website, they will return. And they will invite their friends to come.
For nonprofits, having UX skills means developing campaigns that will inspire people to join your cause and give them the tools they can use to make a difference.
In this UX activity, we will learn how to make our passion for animal welfare stand out in our campaigns and recruit more animal lovers to the movement!
Creating a Data Driven L&D Team - an xAPI Case Study - DevLearn 2018Margaret Roth
油
From an organization-wide executive directive to become more data-driven, a retail corporate L&D team took an internal look at their own data practices. Realizing that they had an overwhelming lack of transparency into their learning initiatives and a great amount of data that had gone unused, the team developed a transformation vision to create a single system of record for learning to enable observability, granularity, and accountability for all team members. The team was committed to the vision of xAPI; however, the data and information they needed in order to make actionable change for their learners was locked away in non-interoperable formats, and they recognized the need to develop a data strategy and implementation plan.
In this case study session, you will see how the organizations L&D team created an xAPI data roadmap to not only achieve early wins when it came to the executive business objectives but also begin work on a scalable plan to build out a modern, flexible ecosystem that has the needs of learners at its center.
* Originally presented on 10/25/18 at DevLearn by Allie Tscheulin and Margaret Roth
Better than SWOT!
Learn a simple, three-step method to assess your club or team with respect to the key elements of a successful youth sports organization. Start with a quick assessment of your current situation that directly flows into a meaningful look at your strengths and obstacles. Discover how to identify the precise areas that will actively propel you towards your goal. Transform those distinct areas into specific action items, assignments, and timelines that are more effective than ideas in analytical boxes or pages of plans collecting dust on a shelf.
Join Ruth Nicholson, internationally-certified professional facilitator and founder of GO! (Governance and Operations Resources for Youth Sports), to discover how to easily transform the results of your assessment into realistic action items to improve your operations and programs.
How to make fun PvP? Analysis of core-gameplay mistakes / Dmitry Aborilov (Ba...DevGAMM Conference
油
Dmitry Aborilov discusses how to make fun player-versus-player (PvP) games and analyzes common mistakes in core gameplay design. He identifies several key factors for PvP games: targeting the right audience by providing variability in gameplay and an engaging combat system with intermediate goals; ensuring quality core gameplay through depth, preventing optimal strategies, and proper input and indication systems; and addressing other concerns like development convenience, live operations balance, and onboarding/tutorials. The document provides solutions to common problems in these areas to help developers create fun and engaging PvP experiences.
SplitMetrics answers burning questions on mobile A/B testingSplitMetrics
油
SplitMetrics team members answer frequently asked questions on the SplitMetrics app store A/B testing platform, and the mobile A/B testing process itself, cover most burning topics and provide best practices, insights and actionable tips.
Virtual Power plants-Cleantech-RevolutionAshoka Saket
油
VPPs are virtual aggregations of distributed energy resources, such as energy storage, solar panels, and wind turbines, that can be controlled and optimized in real-time to provide grid services.
Barbara Bianco
Project Manager and Project Architect, with extensive experience in managing and developing complex projects from concept to completion. Since September 2023, she has been working as a Project Manager at MAB Arquitectura, overseeing all project phases, from concept design to construction, with a strong focus on artistic direction and interdisciplinary coordination.
Previously, she worked at Progetto CMR for eight years (2015-2023), taking on roles of increasing responsibility: initially as a Project Architect, and later as Head of Research & Development and Competition Area (2020-2023).
She graduated in Architecture from the University of Genoa and obtained a Level II Masters in Digital Architecture and Integrated Design from the INArch Institute in Rome, earning the MAD Award. In 2009, she won First Prize at Urban Promo Giovani with the project "From Urbanity to Humanity", a redevelopment plan for the Maddalena district of Genoa focused on the visual and perceptive rediscovery of the city.
Experience & Projects
Barbara has developed projects for major clients across various sectors (banking, insurance, real estate, corporate), overseeing both the technical and aesthetic aspects while coordinating multidisciplinary teams. Notable projects include:
The Sign Business District for Covivio, Milan
New L'Or辿al Headquarters in Milan, Romolo area
Redevelopment of Via C. Colombo in Rome for Prelios, now the PWC headquarters
Interior design for Spark One & Spark Two, two office buildings in the Santa Giulia district, Milan (Spark One: 53,000 m族) for In.Town-Lendlease
She has also worked on international projects such as:
International Specialized Hospital of Uganda (ISHU) Kampala
Palazzo Milano, a residential building in Taiwan for Chonghong Construction
Chua Lang Street Building, a hotel in Hanoi
Manjiangwan Masterplan, a resort in China
Key Skills
鏝 Integrated design: managing and developing projects from concept to completion
鏝 Artistic direction: ensuring aesthetic quality and design consistency
鏝 Project management: coordinating clients, designers, and multidisciplinary consultants
鏝 Software proficiency: AutoCAD, Photoshop, InDesign, Office Suite
鏝 Languages: Advanced English, Basic French
鏝 Leadership & problem-solving: ability to lead teams and manage complex processes in dynamic environments
NFPA 70B & 70E Changes and Additions Webinar Presented By FlukeTranscat
油
Join us for this webinar about NFPA 70B & 70E changes and additions. NFPA 70B and NFPA 70E are both essential standards from the National Fire Protection Association (NFPA) that focus on electrical safety in the workplace. Both standards are critical for protecting workers, reducing the risk of electrical accidents, and ensuring compliance with safety regulations in industrial and commercial environments.
Fluke Sales Applications Manager Curt Geeting is presenting on this engaging topic:
Curt has worked for Fluke for 24 years. He currently is the Senior Sales Engineer in the NYC & Philadelphia Metro Markets. In total, Curt has worked 40 years in the industry consisting of 14 years in Test Equipment Distribution, 4+ years in Mfg. Representation, NAED Accreditation, Level 1 Thermographer, Level 1 Vibration Specialist, and Power Quality SME.
Software is often designed with security as an afterthought, leading to vulnerabilities that can be exploited by attackers. This has become a critical issue as our reliance on software continues to grow.
Increasing number and sophistication of attacks (CERT vulnerability reports rising).
Software security is the practice of protecting applications from unauthorized access, modification, and destruction.
Secure software development practices.
Executives (E)
Project Managers (M)
Technical Leaders (L)
Welcome to the April 2025 edition of WIPAC Monthly, the magazine brought to you by the LInkedIn Group Water Industry Process Automation & Control.
In this month's issue, along with all of the industries news we have a number of great articles for your edification
The first article is my annual piece looking behind the storm overflow numbers that are published each year to go into a bit more depth and look at what the numbers are actually saying.
The second article is a taster of what people will be seeing at the SWAN Annual Conference next month in Berlin and looks at the use of fibre-optic cable for leak detection and how its a technology we should be using more of
The third article, by Rob Stevens, looks at what the options are for the Continuous Water Quality Monitoring that the English Water Companies will be installing over the next year and the need to ensure that we install the right technology from the start.
Hope you enjoy the current edition,
Oliver
Agentic architectures and workflows @ AIware Bootcamp 2024Keheliya Gallaba
油
In this talk, I dove deep into the world of agents, starting with some history of the term. We explored the core properties of agents, like autonomy, social ability, reactiveness, and proactiveness, and how these translate into the agentic systems we're seeing today. I broke down the anatomy of a foundation model-based agent, discussing environments, memory types (procedural, semantic, and episodic), and the role of external tools . We also looked at how these agents reason and plan, and even briefly touched on the concept of "theory of mind". Finally, I walked through some examples from research papers, like generative agents and software developer agents. I wrapped up with a look at the open research challenges, including control, human-agent interfaces, and evaluation.
Video recording of the talk: https://www.youtube.com/watch?v=fuag-KiPijQ
Production Planning & Control and Inventory Management.pptxVirajPasare
油
Production Planning and Control : Importance, Objectives and Functions . Inventory Management - Meaning, Types , Objectives, Selective Inventory Control : ABC Analysis
Security requirements are often treated as generic lists of features, neglecting system-specific needs and the attacker's perspective. A systematic approach to security requirements engineering is crucial to avoid this problem.
Requirements engineering defects can cost 10 to 200 times more to correct once the system is operational. Software development takes place in a dynamic environment, causing requirements to constantly change.
In this PDF document, the importance of engineering models in successful project execution is discussed. It explains how these models enhance visualization, planning, and communication. Engineering models help identify potential issues early, reducing risks and costs. Ultimately, they improve collaboration and client satisfaction by providing a clear representation of the project.
3. Why Scouting is Essential
Scouting helps gather data on other teams performance.
It gives data for decision making
Better decisions means better alliances & match strategies.
Key benefits of effective scouting:
Helps you choose the best partners
Allows you to exploit opponent weaknesses
Removes guessing and adds data-driven analysis during decision-
making
4. What to Look for When Scouting?
Robot Performance: Speed, precision, consistency
Scoring Ability: Points per match, accuracy in game elements
Driving Skill: Agility, skill, amount of driver practice
Technical Failures: Common breakdowns, weak mechanisms
Any other game-specific data
5. Scouting Methods
Pre-game pit visits:
Ask teams about their expectations for the competition
Observe their robot
Match Scouting:
Track actual matches & scoring
Observe any strengths & areas for improvement
Video Review:
Analyze team consistency over multiple matches
6. Pit Scouting Questions
Some questions you may asking during the pit visit method:
How many points do you think you can achieve?
With what strategy do you approach the game with?
Any recurring failures or limitations?
How long driver practice did you have with the bot?
Whats your endgame strategy?
7. Match Scouting - What to Record?
Track these data points during a match:
Points Scored
Cycle Time
Robot Failures
Driving Skill
Qualitative notes
Any other game-specific data
8. Digital Tools for Scouting
Digital tools are always better than scouting, as it involves large-scale
data analysis
Apps and tools include:
Google Sheets
Google Forms Google Sheets
Tableau
Custom Apps (Build a scouting app with Google Forms or Python)
Additionally, you can sometimes get stats from the official tournament
9. Example Scouting Sheet
Team # Auto Points TeleOp Points Endgame Driving Skill (1-
5)
Notes
12345 20 50 Strong
Climb
5 Good under
defense
67890 15 40 Inconsistent 3 Slow cycles
54321 25 60 No
Endgame
4 Fast but
risky
10. Using Video Scouting for Better Analysis
Using videos allows for scouting under less stress - as it is a replay!
You can also observe trends over multiple matches.
You can slow down footage to catch small details.
Using videos, compare match claims vs. actual performance.
11. Alliance Selection Strategy
In a game where alliance selection is necessary, scouting is VERY useful,
follow these tips to pick the best possible alliance partner:
Choose teams that complement your strengths
A steady bot is better than one that fails half the time
Focus on the data: a well-known team might not fit your strategy
Good communication is key
12. Understanding Your Opponents
You can also use scouting data to find weaknesses in your opponent:
Identity the weaknesses of your opponent and force them to it
Changing your strategy to make the game difficult for the opponents
strategy
Check paths & avoid collisions
13. Common Scouting Mistakes to Avoid
Not enough enough data is not helpful - always remember to record
every single data you observe!
Rely on your own data over what teams say they can do
Dont ignore driving skills, its very important!
Dont focus on scouting one match for each team - testing consistency
matters!
Always check pit repairs - things can change quickly!