SlideShare uma empresa Scribd logo
1 de 21
Baixar para ler offline
Better DX: Combining user ​
feedback with API metrics ​
2023 SERIES OF EVENT
New York
May 16&17
Australia
October 11&12
Singapore
April 12&13
Helsinki & North
June 5&6
Paris
SEPTEMBER
London
November
15&16
June 28-30
SILICON VALLEY
March 14&15
Dubai & Middle East
February 22&23
Rainer Loopere

Katana Co-Head of Product
2014 – 2019

Wise (TransferWise)
2020 – 2022

Katana ​
API 

Product Manager​
2022

Katana API &
App Marketplace
Product Lead
2022

Katana Co-Head
of Product
Agenda
What is Katana
Who uses Katana’s API: how and why
Data analytics architecture
Metrics: from high-level to operational
The data we use for API feature
development
What’s next in API metrics
What is Katana?
Katana is a business software solution that
gives thousands of manufacturers the live
overview they need to make decisions.
By combining live inventory management, real-time
master planning, outsourced production, and a platform
approach with native integrations, Katana is a one-stop-
shop for businesses in need of a leaner, more user-
friendly, manufacturing software solution.
Today's product-based
business​needs a different
type of ERP ​
The era of business suites that deliver
everything is coming to an end
Customers want a 5 ️experience
throughout the entire business workflow​
Katana's journey from
product to ​
platform
Launched open
API
2020 - 2021
Begin onboarding
apps and custom
integrations
2021
Improvements to
developer
experience​
2022
Developed
Katana's App
Partner Program
2022
Launch Katana's
App Marketplace
2023
Who uses Katana's API:​
how and why ​
Katana customers Katana App Partners
Build integration
Sales channels — e-commerce, CRM
Shipping
Accounting
Analytics
And much mor
Automate workflows
Integrate their SaaS solution with ours
Data warehouse
Power BI

Reporting more complex data models
API analytic
Used to define
which integrations
are “active”
Log
Monitoring
Customer Data
Platform
Real-time trends & funnels,
customer activity
Website activity

Product activity

Subscription changes

Intercom, Hubspot
Contextual dat
Name, emai
Subscription data & MRR
User cohorts about active users
API gateway Moesif Segment
Mixpanel
Datadog
Data analytics architecture​
​

Process + tooling we use
Metrics: from high-level to
operational​
Long-term 

business goals
MRR targets
Move upmarket by delivering features that
unlock a new target customer segment​
1
Metrics: from high-level to
operational​

Number of custom integrations on AP
Number of third-party integrations on AP
Conversion rate for customers who use API ​or
3rd party integrations​
​Long-term ​API goals​
2
Metrics: from high-level to
operational​

Number of active custom integrations on API
​Number of third-party integrations on API
​Quarterly OKRs​
3
Metrics: from high-level to
operational​

Weekly active users*: 

made at least one reques
Active integrations who hit the threshol
Monitor changes*/outstanding behaviour 

and offer help if needed
Weekly ​metrics​
4
Metrics: from high-level to
operational​

Total number of request
​Total number of 500
% of error
4xx errors (ensure nothing is broken)
503s to track performance
​Bugs reported by support
​Diagnostic​metrics​
5
Chat bubble on our website, in-app, Developer Portal where
customers can: ​
Get help with finding an integration partner
Discuss API-related questions over a call or chat

Wish tags from support communication
Requests for improvements/missing feature
Examples:
Prioritize which end points we need to open first
Increase rate limits
Data we use to drive API
feature development

Customer requests via Intercom
Data we use to drive API
feature development

Customer calls/interviews
Useful for gaining more detailed insights into pain points and
finding a potential solution.


Examples:
Providing access to deleted data
Designing functionality for our first client library
We can track each endpoint together with headers, query params,
and body. This gives us insight into how each field is used. ​


Examples:
When planning our first library: User-Agent header for
application insight
We wanted to add extend functionality (shortcuts), so we
analyzed patterns of endpoint usage: what endpoints are
requested most often. This helped us identify inefficiently
designed APIs.
Data we use to drive API
feature development

API Usage Metrics
Incidents and bug fixes​​

How we address these at Katana​
Since we can track how each field and endpoint is used, we can
easily get information about who and how many are impacted.


Example:
A case where we fixed a bug and added extra validation to one
field, breaking the integration. We could easily query how many
customers misused the field and got a new error message. ​
How API data​benefits everyone​
API analytics are connected to our company
analytics, ​making it possible to:
Conversion rate, MRR and other business impact analysi
Targeted product update emails based on previous API activit
Input for customer-facing teams to know who is using our API
What’s next?
What is the API about
Could it solve my
problems
Can I trust this API?
Is this of use to me?
Does it look easy to use
Does it look complete
How much does it cost?
Will it meet my needs?
Time to “Hello World
Are the Docs a good
experience
Do I have confidence
Is there a community?
How does it work?
Speed to MV
Is the product a good
experience
How do I get support
Is it value for money?
Can I build a proof of
concept?
How to keep it running
How do I give feedback
How can I contribute
Will the product grow with
me?
Can I use it in production?
Stage
Goals/Needs
Questions
Discover Evaluate Learn Build Scale
Start measuring additional phases of the​developer journey:​
Discovery & Evaluation – Website and API Docs activity
Learn – Time to "Hello World"
Build - Time from "Hello World” to an active integration​
Bringing

manufacturing

to life
Feel free to reach out on LinkedIn: Rainer Loopere

Mais conteúdo relacionado

Semelhante a apidays Paris 2022 - Combining user feedback with API metrics to improve DX, Rainer Loopere, Katana

CWIN17 san francisco-al liubinskas- api amplification v4
CWIN17 san francisco-al liubinskas- api amplification v4CWIN17 san francisco-al liubinskas- api amplification v4
CWIN17 san francisco-al liubinskas- api amplification v4
Capgemini
 
Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516
Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516
Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516
Tanjina Prema
 
How to Win in the New API Economy
How to Win in the New API EconomyHow to Win in the New API Economy
How to Win in the New API Economy
Sachi Sawamura
 
Digital Platfrom 4 Summary
Digital Platfrom 4 SummaryDigital Platfrom 4 Summary
Digital Platfrom 4 Summary
Ian Thomas
 
Manage your ap is securely and easily ibm apim 4.0
Manage your ap is securely and easily ibm apim 4.0Manage your ap is securely and easily ibm apim 4.0
Manage your ap is securely and easily ibm apim 4.0
sflynn073
 

Semelhante a apidays Paris 2022 - Combining user feedback with API metrics to improve DX, Rainer Loopere, Katana (20)

API full form
API full formAPI full form
API full form
 
Open Banking Platform - Intro
Open Banking Platform - IntroOpen Banking Platform - Intro
Open Banking Platform - Intro
 
How Strategic Custom Cloud API Development Empowers Businesses?
How Strategic Custom Cloud API Development Empowers Businesses?How Strategic Custom Cloud API Development Empowers Businesses?
How Strategic Custom Cloud API Development Empowers Businesses?
 
Creating a Successful API Program to Drive Digital Transformation
Creating a Successful API Program to Drive Digital TransformationCreating a Successful API Program to Drive Digital Transformation
Creating a Successful API Program to Drive Digital Transformation
 
Unlock your Digital Content & Expand beyond your Website
Unlock your Digital Content & Expand beyond your WebsiteUnlock your Digital Content & Expand beyond your Website
Unlock your Digital Content & Expand beyond your Website
 
Using Machine Learning to Govern Kafka Clients with Shu Wang & UmaMahesh Sistu
Using Machine Learning to Govern Kafka Clients with Shu Wang & UmaMahesh SistuUsing Machine Learning to Govern Kafka Clients with Shu Wang & UmaMahesh Sistu
Using Machine Learning to Govern Kafka Clients with Shu Wang & UmaMahesh Sistu
 
apidays Helsinki & North 2023 - How can data-driven DevRel help identify gaps...
apidays Helsinki & North 2023 - How can data-driven DevRel help identify gaps...apidays Helsinki & North 2023 - How can data-driven DevRel help identify gaps...
apidays Helsinki & North 2023 - How can data-driven DevRel help identify gaps...
 
Transform the internal it landscape with APIs and integration
Transform the internal it landscape with APIs and integrationTransform the internal it landscape with APIs and integration
Transform the internal it landscape with APIs and integration
 
CWIN17 san francisco-al liubinskas- api amplification v4
CWIN17 san francisco-al liubinskas- api amplification v4CWIN17 san francisco-al liubinskas- api amplification v4
CWIN17 san francisco-al liubinskas- api amplification v4
 
apidays Helsinki & North 2023 - Business-oriented API products with APIOps Cy...
apidays Helsinki & North 2023 - Business-oriented API products with APIOps Cy...apidays Helsinki & North 2023 - Business-oriented API products with APIOps Cy...
apidays Helsinki & North 2023 - Business-oriented API products with APIOps Cy...
 
How using an API can help improve your payment processes
How using an API can help improve your payment processesHow using an API can help improve your payment processes
How using an API can help improve your payment processes
 
Webinar- API Strategy - Are we doing it right?
Webinar- API Strategy - Are we doing it right?Webinar- API Strategy - Are we doing it right?
Webinar- API Strategy - Are we doing it right?
 
The Role of API Development in Business
The Role of API Development in BusinessThe Role of API Development in Business
The Role of API Development in Business
 
I Love APIs London 2016 Keynote
I Love APIs London 2016 Keynote I Love APIs London 2016 Keynote
I Love APIs London 2016 Keynote
 
Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516
Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516
Hybrid cloud-cloud-services-white-paper-external-apw12358usen-20180516
 
How to Win in the New API Economy
How to Win in the New API EconomyHow to Win in the New API Economy
How to Win in the New API Economy
 
KPIs for APIs (and how API Calls are the new Web Hits, and you may be measuri...
KPIs for APIs (and how API Calls are the new Web Hits, and you may be measuri...KPIs for APIs (and how API Calls are the new Web Hits, and you may be measuri...
KPIs for APIs (and how API Calls are the new Web Hits, and you may be measuri...
 
Driving API Economy with Apigee.pptx
Driving API Economy with Apigee.pptxDriving API Economy with Apigee.pptx
Driving API Economy with Apigee.pptx
 
Digital Platfrom 4 Summary
Digital Platfrom 4 SummaryDigital Platfrom 4 Summary
Digital Platfrom 4 Summary
 
Manage your ap is securely and easily ibm apim 4.0
Manage your ap is securely and easily ibm apim 4.0Manage your ap is securely and easily ibm apim 4.0
Manage your ap is securely and easily ibm apim 4.0
 

Mais de apidays

Mais de apidays (20)

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
 
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
 
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
 
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
 
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
 
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
 
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
 
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
 
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
 
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
 

Último

Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...
gajnagarg
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...
gajnagarg
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...
Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...
Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...
gajnagarg
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
karishmasinghjnh
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
amitlee9823
 
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night StandCall Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
amitlee9823
 
Call Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night StandCall Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
amitlee9823
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
amitlee9823
 

Último (20)

Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls Palakkad Escorts ☎️9352988975 Two shot with one girl...
 
DATA SUMMIT 24 Building Real-Time Pipelines With FLaNK
DATA SUMMIT 24  Building Real-Time Pipelines With FLaNKDATA SUMMIT 24  Building Real-Time Pipelines With FLaNK
DATA SUMMIT 24 Building Real-Time Pipelines With FLaNK
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
 
Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...
Just Call Vip call girls kakinada Escorts ☎️9352988975 Two shot with one girl...
 
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand
 
Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...
Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...
Just Call Vip call girls Erode Escorts ☎️9352988975 Two shot with one girl (E...
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Aspirational Block Program Block Syaldey District - Almora
Aspirational Block Program Block Syaldey District - AlmoraAspirational Block Program Block Syaldey District - Almora
Aspirational Block Program Block Syaldey District - Almora
 
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
SAC 25 Final National, Regional & Local Angel Group Investing Insights 2024 0...
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
 
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night StandCall Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Doddaballapur Road ☎ 7737669865 🥵 Book Your One night Stand
 
Predicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science ProjectPredicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science Project
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
 
Call Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night StandCall Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Shivaji Nagar ☎ 7737669865 🥵 Book Your One night Stand
 
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
 
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning Approach
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
 

apidays Paris 2022 - Combining user feedback with API metrics to improve DX, Rainer Loopere, Katana

  • 1. Better DX: Combining user ​ feedback with API metrics ​
  • 2. 2023 SERIES OF EVENT New York May 16&17 Australia October 11&12 Singapore April 12&13 Helsinki & North June 5&6 Paris SEPTEMBER London November 15&16 June 28-30 SILICON VALLEY March 14&15 Dubai & Middle East February 22&23
  • 3. Rainer Loopere Katana Co-Head of Product 2014 – 2019 Wise (TransferWise) 2020 – 2022 Katana ​ API 
 Product Manager​ 2022 Katana API & App Marketplace Product Lead 2022 Katana Co-Head of Product
  • 4. Agenda What is Katana Who uses Katana’s API: how and why Data analytics architecture Metrics: from high-level to operational The data we use for API feature development What’s next in API metrics
  • 5. What is Katana? Katana is a business software solution that gives thousands of manufacturers the live overview they need to make decisions. By combining live inventory management, real-time master planning, outsourced production, and a platform approach with native integrations, Katana is a one-stop- shop for businesses in need of a leaner, more user- friendly, manufacturing software solution.
  • 6. Today's product-based business​needs a different type of ERP ​ The era of business suites that deliver everything is coming to an end Customers want a 5 ️experience throughout the entire business workflow​
  • 7. Katana's journey from product to ​ platform Launched open API 2020 - 2021 Begin onboarding apps and custom integrations 2021 Improvements to developer experience​ 2022 Developed Katana's App Partner Program 2022 Launch Katana's App Marketplace 2023
  • 8. Who uses Katana's API:​ how and why ​ Katana customers Katana App Partners Build integration Sales channels — e-commerce, CRM Shipping Accounting Analytics And much mor Automate workflows Integrate their SaaS solution with ours
  • 9. Data warehouse Power BI Reporting more complex data models API analytic Used to define which integrations are “active” Log Monitoring Customer Data Platform Real-time trends & funnels, customer activity Website activity Product activity Subscription changes Intercom, Hubspot Contextual dat Name, emai Subscription data & MRR User cohorts about active users API gateway Moesif Segment Mixpanel Datadog Data analytics architecture​ ​ Process + tooling we use
  • 10. Metrics: from high-level to operational​ Long-term 
 business goals MRR targets Move upmarket by delivering features that unlock a new target customer segment​ 1
  • 11. Metrics: from high-level to operational​ Number of custom integrations on AP Number of third-party integrations on AP Conversion rate for customers who use API ​or 3rd party integrations​ ​Long-term ​API goals​ 2
  • 12. Metrics: from high-level to operational​ Number of active custom integrations on API ​Number of third-party integrations on API ​Quarterly OKRs​ 3
  • 13. Metrics: from high-level to operational​ Weekly active users*: 
 made at least one reques Active integrations who hit the threshol Monitor changes*/outstanding behaviour 
 and offer help if needed Weekly ​metrics​ 4
  • 14. Metrics: from high-level to operational​ Total number of request ​Total number of 500 % of error 4xx errors (ensure nothing is broken) 503s to track performance ​Bugs reported by support ​Diagnostic​metrics​ 5
  • 15. Chat bubble on our website, in-app, Developer Portal where customers can: ​ Get help with finding an integration partner Discuss API-related questions over a call or chat Wish tags from support communication Requests for improvements/missing feature Examples: Prioritize which end points we need to open first Increase rate limits Data we use to drive API feature development Customer requests via Intercom
  • 16. Data we use to drive API feature development Customer calls/interviews Useful for gaining more detailed insights into pain points and finding a potential solution. Examples: Providing access to deleted data Designing functionality for our first client library
  • 17. We can track each endpoint together with headers, query params, and body. This gives us insight into how each field is used. ​ Examples: When planning our first library: User-Agent header for application insight We wanted to add extend functionality (shortcuts), so we analyzed patterns of endpoint usage: what endpoints are requested most often. This helped us identify inefficiently designed APIs. Data we use to drive API feature development API Usage Metrics
  • 18. Incidents and bug fixes​​ How we address these at Katana​ Since we can track how each field and endpoint is used, we can easily get information about who and how many are impacted. Example: A case where we fixed a bug and added extra validation to one field, breaking the integration. We could easily query how many customers misused the field and got a new error message. ​
  • 19. How API data​benefits everyone​ API analytics are connected to our company analytics, ​making it possible to: Conversion rate, MRR and other business impact analysi Targeted product update emails based on previous API activit Input for customer-facing teams to know who is using our API
  • 20. What’s next? What is the API about Could it solve my problems Can I trust this API? Is this of use to me? Does it look easy to use Does it look complete How much does it cost? Will it meet my needs? Time to “Hello World Are the Docs a good experience Do I have confidence Is there a community? How does it work? Speed to MV Is the product a good experience How do I get support Is it value for money? Can I build a proof of concept? How to keep it running How do I give feedback How can I contribute Will the product grow with me? Can I use it in production? Stage Goals/Needs Questions Discover Evaluate Learn Build Scale Start measuring additional phases of the​developer journey:​ Discovery & Evaluation – Website and API Docs activity Learn – Time to "Hello World" Build - Time from "Hello World” to an active integration​
  • 21. Bringing manufacturing to life Feel free to reach out on LinkedIn: Rainer Loopere