Data & AI Engineer at Theodo | Paris

Theodo: Pioneering Digital TransformationSince 2009, Theodo has empowered innovative companies to design, develop, and deploy ingenious digital products, leveraging cutting-edge technology and a Lean approach.With exceptional growth over the past 15 years, Theodo now boasts a team of over 700 passionate Software Engineers dedicated to continuous improvement. Our expansion has led to specialized divisions (Theodo Apps, Theodo Cloud, Theodo Data & AI) focused on various technologies and industries (Fintech, Govtech, Healthtech, Consumer Products). By 2025, Theodo aims to achieve a revenue of €100M.Theodo Data & AI: Innovating with Intelligence Established in 2016, Theodo Data & AI is dedicated to guiding clients in shaping and executing their data strategies while developing state-of-the-art artificial intelligence solutions. Our growth trajectory is impressive, with over 30% annual revenue growth, creating exciting opportunities for our team.Join Our Dynamic Team:We work collaboratively across our projects, with the Lead Data & AI Engineer, Data & AI Engineer, and Product Manager ensuring impactful results for our clients.We are seeking a Data & AI Engineer to work across our Data Engineering and Data Science initiatives.- Data Engineering: Focus on data architecture, pipeline construction/migration, and data warehousing to ensure reliable data extraction, transformation, and usability.- AI/Data Science: Involve in predictive modeling, machine learning, computer vision, and MLOps.Your Responsibilities:- Deliver high-quality code within deadlines, ensuring best practices (testing, refactoring) and effective debugging for sustainable solutions.

Join Theodo as an Engineering Manager in Paris!Since 2009, Theodo has been a driving force in supporting innovative companies with the design, development, and deployment of ingenious digital products, leveraging cutting-edge technology and a Lean approach.Theodo has experienced remarkable growth over the last 15 years, now boasting a team of over 700 passionate software engineers dedicated to continuous improvement. As we expand, we have structured our organization into specialized entities focusing on different technologies (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries (Fintech, Govtech, Healthtech, Consumer Goods). By 2025, we anticipate generating €100M in revenue.Theodo Data & AI, established in 2016, is dedicated to data and AI solutions. Our mission is to guide clients in crafting and executing their data strategies, along with researching and developing state-of-the-art artificial intelligence solutions.Our company is on an upward trajectory, with Theodo Data & AI seeing over 30% annual revenue growth, creating exciting new opportunities for our team!The technical team at Theodo comprises 120 software engineers, tech leads, and architects from top engineering schools, supported by 13 Engineering Managers dedicated to their success.Your mission includes:- Leading and mentoring Tech Leads: You will support 1 to 4 Tech Leads in enhancing their skills and achieving personal growth.- Ensuring technical delivery: You will guarantee code quality (3S: stability, security, speed), adherence to milestones, and architectural robustness.- Contributing to business development: You will participate in strategic discussions with clients (CIOs, sponsors, etc.), help identify opportunities, and play a key role in pre-sales with our sales team.Your tools for success:• Direct management by Theodo's CTO or VP of Engineering• Lean management training from top Lean coaches• Access to advanced technology and resources to support your team's success

Join Theodo as a Lead AI EngineerAt Theodo, we have been supporting innovative companies since 2009 in the design, development, and deployment of cutting-edge digital products by leveraging the best of technology and Lean methodologies.With 15 years of exceptional growth, Theodo boasts a team of over 700 passionate software engineers committed to continuous improvement. Our organization has diversified into specialized entities focusing on technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries (Fintech, Govtech, Healthtech, Consumer Products). By 2025, Theodo aims to generate a revenue of €100 million.Established in 2016, Theodo Data & AI is dedicated to assisting clients in shaping and implementing their data strategies, alongside researching and developing state-of-the-art artificial intelligence solutions.Our company is thriving: Theodo Data & AI experiences over 30% annual revenue growth, creating exciting new opportunities for our team members!

Join Theodo and Shape the Future of Data & AI!Theodo has been a trailblazer in supporting innovative companies since 2009, delivering ingenious digital products through the best technology and Lean methodologies.With exceptional growth over the past 15 years, Theodo now boasts a team of over 700 passionate Software Engineers dedicated to continuous improvement. As we expand, we have structured our teams into specialized entities focused on technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries (Fintech, Govtech, Healthtech, Consumer Products). By 2025, Theodo aims to generate €100M in revenue.Theodo Data & AI, established in 2016, serves as the Data and AI entity of Theodo, dedicated to guiding clients in designing and deploying their data strategies as well as developing cutting-edge artificial intelligence solutions.Our company is thriving, with Theodo Data & AI recording over 30% annual revenue growth, opening exciting new opportunities for our team members!Your Future Responsibilities:As an Associate Product Manager, you will assist the team in maximizing product value by prioritizing and delivering high-quality features focused on customer satisfaction, under the guidance of a Lead Product Manager.- Prioritize and deliver high-value features while meeting deadlines and commitments to clients.- Demonstrate value and progress by making the work visible and facilitating client decisions (review presentations, daily updates, etc.).- Understand customer preferences and organize timely and appropriate responses to issues using tools such as value models, customer surveys, and problem-solving methodologies.

Theodo: Pioneering Digital InnovationSince its inception in 2009, Theodo has been at the forefront of supporting innovative businesses in the design, development, and deployment of ingenious digital products, leveraging cutting-edge technology and Lean methodologies.With remarkable growth over the past 15 years, our team now boasts over 700 passionate Theodoers, primarily Software Engineers dedicated to technology and continuous improvement. As we expand, Theodo has structured itself into specialized entities focused on technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and sectors (Fintech, Govtech, Healthtech, Consumer Goods). By 2025, Theodo aims to achieve a revenue of 100 million euros.Theodo Data & AI, established in 2016, serves as the Data and AI arm of Theodo, with the ambition to assist our clients in formulating and deploying their data strategies and developing state-of-the-art artificial intelligence solutions.Our company is experiencing rapid growth: Theodo Data & AI achieves over 30% annual growth, creating exciting new opportunities for our team!Your Future Responsibilities:As a Product Manager, your mission is to help the team maximize product value by prioritizing and delivering high-quality features that enhance customer satisfaction.- Prioritize and deliver high-value features while meeting client milestones and commitments.- Demonstrate team value and progress by making work visible and streamlining client decision-making (e.g., review presentations, daily updates).- Understand client preferences and ensure a swift and appropriate response to issues using tools like value models, client surveys, and problem-solving techniques.- Oversee daily delivery to ensure quality and timeliness.

Join Theodo: Shaping the Future of Digital InnovationSince its inception in 2009, Theodo has been a driving force in supporting innovative companies in the design, development, and deployment of cutting-edge digital products, leveraging the best of technology alongside a Lean approach.With an impressive growth trajectory spanning 15 years, Theodo boasts a team of over 700 passionate software engineers focused on technology and continuous improvement. As we expand, our organization has evolved into specialized entities by technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industry (Fintech, Govtech, Healthtech, Consumer Products). By 2025, Theodo is projected to achieve €100M in revenue.Established in 2016, Theodo Data & AI is the Data and AI entity of Theodo. Our mission is to assist clients in crafting and rolling out their data strategies and developing state-of-the-art artificial intelligence solutions.The company is experiencing robust growth, with Theodo Data & AI achieving over 30% annual revenue growth, opening up exciting new opportunities for our team!Your Future Responsibilities:As the Lead Product Manager, you will spearhead complex product projects by defining the product vision, coordinating delivery, and ensuring value creation for both clients and teams.- Define and advocate for the product strategy with clients: value modeling, product architecture, EPICs, trade-off decisions, and technical-functional alignment.- Ensure successful delivery by coordinating multiple squads to deliver complex projects on time, within budget, and to the expected level of quality.- Create conditions for team success by defining the appropriate setup (Theodo teams or partners), negotiating necessary resources, and adapting the organization to project constraints.- Provide visibility and clarity through suitable governance frameworks, ensuring all stakeholders are aligned.

Join Theodo as a Tech Recruiter!Theodo has been a leader in supporting innovative companies since 2009, focusing on the design, development, and deployment of cutting-edge digital products. We leverage the best technology and Lean methodologies to drive success.With 15 years of exceptional growth, Theodo now boasts a team of over 700 experts, primarily Software Engineers, dedicated to technology and continuous improvement. Our expansion includes specialized entities such as Theodo Apps, Theodo Cloud, and Theodo Data & AI, focusing on various industries like Fintech, Govtech, Healthtech, and Consumer Goods. By 2025, we aim to achieve €100M in revenue.About Theodo Data & AI: Established in 2016, we are committed to guiding our clients in developing and implementing their data strategies and state-of-the-art AI solutions. Our growth trajectory continues to exceed 30% annually, opening up exciting opportunities for our team members!Your Team:You will be part of the Growth Team, responsible for recruitment at Theodo. We firmly believe that Theodo's growth hinges on our ability to attract, recruit, and retain the best tech and business talents in the market.As a Recruiter at Theodo, you will play a pivotal role in this growth. You will manage the entire recruitment process, from identifying talent to their successful integration into our teams.Your responsibilities include attracting, assessing, and engaging candidates that align with business needs, organizational values, and client expectations. You will be accountable for delivering recruitment plans on time, ensuring high standards of hiring quality and candidate experience.

Join Theodo and Be Part of Our Success Story!Since 2009, Theodo has been empowering innovative companies in the design, development, and deployment of ingenious digital products, leveraging the best technology and Lean methodologies.Our distinctive approach is founded on three key principles:- We have cultivated recognized expertise in essential product design and development technologies;- Regardless of the project's phase, creating value for our clients is our top priority in every decision;- We recruit the finest digital talents and foster their ingenuity through Lean practices.Theodo has experienced remarkable growth over the past 15 years: our teams comprise over 700 Theodoers, primarily Software Engineers passionate about technology and continuous improvement. With this growth, the group has organized into specialized entities by technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) or by industry (Fintech, Govtech, Healthtech, Consumer Products Goods). By 2025, Theodo aims to generate €100M in revenue.Your Team:You will join a community of over 120 tech enthusiasts at Theodo: software engineers, tech leads, engineering managers, and architects, where you can share ideas, learn, and grow every day. At Theodo, our tech teams work in project groups tailored to the unique needs of each client. You will be part of a small team of Theodoers (4 to 5 members), including Software Engineers, a Tech Lead, and a Product Manager. Together, you will collaborate closely with the client through regular communications to share progress, deepen the understanding of their challenges, and evolve the product to meet user needs effectively. Your Future Responsibilities:As a Fullstack Software Engineer at Theodo, your mission will involve designing and developing useful, high-performing, and sustainable digital products to address the challenges faced by our clients and their users.

At Theodo Data & AI, we are perpetually on the lookout for exceptional individuals to enhance our teams. If you can’t find your dream role among our available positions, don’t let that hold you back. We firmly believe that every unique talent can contribute to our success!

Join Theodo as a Sales Executive!Since 2009, Theodo has been empowering innovative companies by designing, developing, and deploying ingenious digital products, leveraging the best of technology and Lean methodologies.With an exceptional growth trajectory over the last 15 years, Theodo has united over 700 passionate Theodoers, primarily Software Engineers dedicated to technology and continuous improvement. As we expand, we have structured our teams into specialized entities by technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and by industry (Fintech, Govtech, Healthtech, Consumer Products). By 2025, Theodo aims to generate €100M in revenue.Founded in 2016, Theodo Data & AI is the data and AI entity of Theodo. Our mission is to assist clients in designing and implementing their data strategies while developing cutting-edge artificial intelligence solutions.As a rapidly growing company, Theodo Data & AI has consistently achieved over 30% annual revenue growth, creating exciting new opportunities for Theodoers!

Join Theodo's Success StorySince its inception in 2009, Theodo has been at the forefront of empowering innovative companies in crafting, developing, and deploying ingenious digital products, leveraging cutting-edge technology and Lean methodologies.Theodo has witnessed remarkable growth over the past 15 years, with a team of over 700 passionate Theodoers, primarily comprised of Software Engineers dedicated to technology and continuous improvement. The organization has evolved into specialized entities focused on various technologies (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries (Fintech, Govtech, Healthtech, Consumer Products). In 2025, Theodo is projected to achieve €100 million in revenue.About Theodo Data & AI: Established in 2016, Theodo Data & AI is the dedicated division within Theodo focusing on Data and AI solutions. Our mission is to assist clients in designing and implementing their data strategies while researching and developing state-of-the-art artificial intelligence solutions.As a rapidly growing entity, Theodo Data & AI has consistently recorded a revenue growth exceeding 30% annually, creating exciting opportunities for Theodoers!Your Team:You will be part of the newly launched AI Advisory practice at Theodo.Your team's mission is to help executive management transition from AI experimentation to significant business impact by reconciling strategic vision with technological reality.Your goal as a Senior Consultant / Manager in AI Advisory is to contribute to, lead, and (depending on your level) sell AI & Data consulting missions with a standard of excellence akin to top-tier consulting firms, with a strong focus on implementation.Your Responsibilities:Oversee the delivery of AI consulting missions: define use cases, conduct value analyses, perform audits (IT/data/platforms), and produce key deliverables (strategic plans, business cases, AI roadmaps).Serve as a trusted client contact: manage daily relationships, engage stakeholders (CEO, C-level executives, CIO, Data/AI Directors), challenge ideas, and ensure adoption (culture, governance, ethics).Structure execution towards impact: transform vague needs into clear action plans (Audit → MVP → Scale), prioritize and manage projects with a ROI mindset (EBITDA, churn, productivity, etc.).Join us at Theodo and be part of our dynamic journey!

About Theodo Since 2009, Theodo has partnered with companies to design, build, and launch digital products using leading technologies and a Lean approach. Over 700 team members, mainly software engineers, drive continuous improvement and technical excellence. Theodo’s growth has led to specialized groups focused on technologies (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries such as fintech, govtech, healthtech, and consumer products. The company aims to reach €100M in revenue by 2025. AI Modernization at Theodo The AI Modernization practice stands at the center of Theodo’s strategy to lead in AI-driven software development across Europe. This team helps clients move legacy systems to modern languages and frameworks with AI, reducing business, cybersecurity, and compliance risks tied to outdated technology. Using a proven methodology and controlled AI, these projects are delivered up to three times faster than traditional approaches. How the Team Works Theodo’s tech community brings together software engineers, tech leads, engineering managers, and architects. Teams form around project needs, combining engineering and product management skills. Collaboration with clients is close and ongoing: teams share updates, deepen their understanding of client challenges, and adapt products to fit user needs. About the Role: Engineering Manager for AI Modernization The Engineering Manager will join the AI Modernization practice in Paris. This role manages up to four tech leads and oversees the success of four projects, working alongside a Group Project Manager. The position involves supporting technical teams, guiding project delivery, and contributing to Theodo’s mission of accelerating legacy system modernization with AI.

Theodo Group: A Journey of Innovation and SuccessSince 2009, Theodo has been dedicated to supporting innovative companies in the design, development, and deployment of ingenious digital products, leveraging the best of technology and Lean methodologies.With over 15 years of exceptional growth, Theodo has expanded to a team of more than 700 passionate software engineers committed to continuous improvement. As we scale, we have structured ourselves into specialized units focused on various technologies (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries (Fintech, Govtech, Healthtech, Consumer Products Goods). By 2025, Theodo aims to achieve a revenue of €100 million.Established in 2016, Theodo Data & AI serves as the data and AI division of Theodo. Our goal is to partner with clients in shaping and deploying their data strategies, as well as researching and developing state-of-the-art AI solutions.The company is experiencing rapid growth, with Theodo Data & AI recording an annual revenue increase of over 30%, creating exciting new opportunities for our team!Why We Are Hiring a Lead Data Software Engineer?To contribute to the growth of Theodo Data & AI and to strengthen our Data Software Engineering teams, we are seeking an experienced professional.

About Theodo Healthtech Theodo Healthtech builds digital solutions for the healthcare sector from its Paris office. The team focuses on applying artificial intelligence to real-world healthcare challenges. Role Overview: AI-Native Software Engineer This position centers on designing, building, and refining AI-powered applications for healthcare. The AI-Native Software Engineer works closely with colleagues from various disciplines to create tools that support better patient outcomes and more efficient healthcare operations. What You Will Do Collaborate with cross-functional teams to develop AI-driven applications for healthcare Design, implement, and optimize software that supports patient care and streamlines processes What We Look For Solid background in software engineering Strong interest in artificial intelligence technologies Motivation to improve healthcare through technology This role is based in Paris.

Theodo at a Glance Since 2009, Theodo has partnered with forward-thinking companies to design, build, and launch digital products. The team combines technology expertise with Lean methodology to deliver results that matter. Theodo’s approach stands on three principles: Deep expertise in essential technologies for product design and development Consistent focus on creating value for clients at every project stage Recruiting top digital talent and fostering their growth through Lean practices Over the past 15 years, Theodo has grown to a team of more than 700, with most roles in software engineering and a shared drive for continuous improvement. The group is organized into specialized units by technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and by industry (Fintech, Govtech, Healthtech, Consumer Products Goods). Theodo aims to reach €100M in revenue by 2025. About the AI Modernization Practice The AI Modernization team leads Theodo’s efforts to become a European leader in applying AI to software development. This practice focuses on using AI to migrate legacy systems to modern languages and frameworks. The goal: reduce business, cybersecurity, and compliance risks tied to outdated systems. By combining controlled AI with a proven approach, the team delivers critical projects up to three times faster than traditional methods. The Team Structure Join a community of over 350 Theodoers: software engineers, tech leads, engineering managers, and architects. Theodo encourages daily learning and knowledge sharing across this network. Project teams are tailored for each client. As a Lead Software Engineer - AI Modernization, you’ll work in a small group of 4 to 5 people, typically including Software Engineers, a Tech Lead, and a Product Manager. Teams collaborate closely with clients, sharing updates, exploring challenges, and adapting products to user needs. The field of software engineering is changing with AI. This is a chance to develop as an AI-Native Tech Lead. Location Role based in Paris.

About the Role Theodo Paris is looking for a Lead Technology Expert in AI. This position involves guiding a team to build advanced applications that use artificial intelligence. The role centers on providing technical leadership, supporting project delivery, and helping define the company's technology direction. What You Will Do Lead a team of engineers working on AI projects Oversee the development of applications that use artificial intelligence Help shape Theodo's technology roadmap Ensure projects meet client requirements and are delivered successfully Location This role is based in Paris.

About Theodo Since 2009, Theodo has partnered with forward-thinking companies to design, build, and launch digital products using advanced technology and a Lean mindset. Theodo’s approach centers on three principles: Deep expertise in core technologies for product design and development Focus on delivering value at every project stage and decision Attracting and nurturing top digital talent through Lean practices Over the past 15 years, Theodo has grown to more than 700 team members, most of whom are Software Engineers dedicated to technology and continuous improvement. The company is structured into specialized units by technology (such as Theodo Apps, Theodo Cloud, Theodo Data & AI) and by industry (including Fintech, Govtech, Healthtech, and Consumer Products Goods). By 2025, Theodo aims to reach €100M in revenue. AI Modernization at Theodo The AI Modernization practice stands as the Group’s flagship offering. This team drives Theodo’s ambition to become Europe’s leader in AI for software development. The mission: accelerate the migration of legacy systems to modern languages and frameworks, helping clients reduce business, cybersecurity, and compliance risks. Using a controlled approach to AI and a proven methodology, these projects are delivered three times faster than traditional methods. Your Team Join a tech community of over 350 Theodoers: software engineers, tech leads, engineering managers, and architects. This is a place to exchange ideas, learn, and grow every day. At Theodo, tech teams form project groups tailored to each client’s needs. As a Lead Fullstack Engineer, work within a small team of 4 to 5 members, including Software Engineers, a Tech Lead, and a Product Manager. Collaboration with clients is close and ongoing, with regular discussions to share progress, deepen understanding of challenges, and adapt products to serve users effectively. Software Engineering is evolving with AI. At Theodo, there is an opportunity to develop as an AI Native Tech Lead.

Join the Theodo Group: A Legacy of InnovationSince 2009, Theodo has been at the forefront of assisting innovative companies in the design, development, and deployment of ingenious digital products, leveraging cutting-edge technology and a Lean approach.With exceptional growth over the past 15 years, Theodo has expanded to a team of over 700 passionate Theodoers, primarily composed of Software Engineers dedicated to technology and continuous improvement. As we scale, our organization has evolved into specialized entities by technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industry (Fintech, Govtech, Heathtech, Consumer Products Goods). By 2025, Theodo is projected to generate €100M in revenue.With over 130 successful projects completed, Theodo Apps specializes in the development of cross-platform applications (mobile, web, and TV). We partner with our clients to design, develop, and deploy applications that transform user experiences.In just 10 years, Theodo Apps has grown from 2 to 120 employees and reached a revenue of €24 million in 2024!Theodo Apps collaborates with entrepreneurs, innovative SMEs, and large corporations such as TF1+, Carrefour, Urgo, and Compagnies des Alpes.Our technical team comprises 120 software engineers, tech leads, and architects, all graduates from top engineering schools, supported by 13 Engineering Managers dedicated to their success.Your Mission:- Lead & Develop Tech Leads: Mentor 1 to 4 Tech Leads in their professional growth and fulfillment.- Ensure Technical Delivery: Safeguard code quality (3S: Stability, Security, Speed), uphold project milestones, and ensure robust architecture.- Contribute to Business Development: Engage in strategic discussions with clients (CIOs, sponsors), help identify new opportunities, and participate in pre-sales with our sales team.

Join Theodo's Journey of InnovationSince 2009, Theodo has been at the forefront of supporting innovative companies in designing, developing, and deploying ingenious digital products, utilizing cutting-edge technology and a Lean approach.Our unique methodology is built upon three core principles:- We have honed recognized expertise in key product design and development technologies;- Our top priority is to create value for our clients, regardless of the project stage;- We recruit the best digital talents and cultivate their ingenuity through a Lean approach.With exceptional growth over the past 15 years, Theodo now employs over 700 talented individuals, primarily Software Engineers passionate about technology and continuous improvement. As we expand, the group has structured into specialized entities based on technologies (Theodo Apps, Theodo Cloud, Theodo Data & AI) and industries (Fintech, Govtech, Healthtech, Consumer Products). By 2025, Theodo aims to achieve €100M in revenue.Your Future Responsibilities:As a Product Manager, you will collaborate with the team to maximize product value by prioritizing and delivering high-quality features that enhance customer satisfaction.- Prioritize and deliver high-value features while adhering to milestones and commitments made to the client.- Showcase the team's value and progress by making work visible and facilitating client decisions (review decks, daily updates, etc.).- Understand client preferences and organize a swift and appropriate response in case of issues, leveraging tools such as the value model, client questionnaires, and problem-solving methodologies.- Manage daily delivery by applying Lean methodology: backlog management, writing clear user stories, and sprint planning.

Join Theodo: Shaping the Future of Digital InnovationSince 2009, Theodo has been a pioneer in helping innovative companies design, develop, and deploy ingenious digital products by leveraging top-notch technology and a Lean approach.Our unique methodology is built upon three core principles:- We have honed recognized expertise in key technologies for product design and development;- Regardless of the project's stage, our priority is to create value for our clients with every decision we make;- We attract the finest digital talents and nurture their ingenuity through a Lean approach.Theodo has experienced remarkable growth over the past 15 years, with a team of over 700 passionate Theodoers, primarily Software Engineers committed to technology and continuous improvement. As we grow, we have structured the group into specialized entities based on technology (Theodo Apps, Theodo Cloud, Theodo Data & AI) or industry sectors (Fintech, Govtech, HealthTech, Consumer Products). By 2025, Theodo aims to achieve €100M in revenue.Your Future Responsibilities:As a Product Manager, your role will be to assist the team in maximizing product value by prioritizing and delivering high-quality features that enhance customer satisfaction. - Prioritize and deliver high-value features while meeting customer commitments and deadlines. - Demonstrate team value and progress by making the work visible and facilitating client decision-making (review decks, daily updates, etc.). - Understand customer preferences and respond swiftly and effectively to issues, utilizing tools like value models, customer surveys, and problem resolutions. - Manage daily delivery by applying Lean methodology: backlog management, crafting clear user stories, and sprint planning.