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scrsoft · 1 year ago
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What is an APQP Checklist?
An Advanced Product Quality Planning (APQP) checklist is a vital tool used in various industries to ensure the systematic development of products and processes. It serves as a comprehensive guide to managing quality throughout the product lifecycle, from initial design to production and beyond.
Importance of APQP in Quality Management
APQP plays a crucial role in maintaining product quality and customer satisfaction. By following a structured approach outlined in the checklist, organizations can:
Ensure Product Quality: APQP helps in identifying potential risks and quality issues early in the product development stage, allowing for timely mitigation measures.
Reduce Defects and Rework: Through thorough planning and risk assessment, APQP aims to minimize defects and rework, thereby reducing overall production costs.
Understanding the APQP Checklist
An APQP checklist is a document that outlines the necessary steps and requirements for implementing APQP processes effectively. It typically includes:
Definition: A clear definition of APQP and its objectives.
Components of the Checklist: Sections covering various aspects such as planning, design, process validation, and production.
Benefits of Using an APQP Checklist
The utilization of an APQP checklist offers several benefits, including:
Streamlining Processes: By following a structured approach, organizations can streamline their product development and manufacturing processes.
Enhancing Communication: The checklist facilitates effective communication among cross-functional teams, ensuring everyone is aligned with project requirements.
Facilitating Risk Management: APQP checklist helps in identifying and mitigating risks early in the product lifecycle, reducing the likelihood of costly failures.
How to Develop an Effective APQP Checklist
Developing an effective APQP checklist involves several key steps:
Gathering Relevant Information: Collecting necessary data and information related to product requirements, customer expectations, and regulatory standards.
Involving Cross-Functional Teams: Engaging representatives from various departments to ensure comprehensive input and buy-in.
Establishing Clear Criteria and Metrics: Defining specific criteria and metrics for evaluating product quality and process performance.
Implementing the APQP Checklist in Different Industries
APQP principles can be applied across various industries, including:
Automotive Sector: APQP is widely used in the automotive industry to ensure the quality and safety of vehicles.
Aerospace Industry: Aerospace companies utilize APQP to meet stringent regulatory requirements and ensure the reliability of aircraft components.
Healthcare Sector: In healthcare, APQP helps in developing safe and effective medical devices and pharmaceutical products.
Common Mistakes to Avoid When Using APQP Checklist
While APQP checklist offers numerous benefits, organizations must avoid common pitfalls such as:
Lack of Stakeholder Involvement: Failure to involve key stakeholders from different departments can lead to oversight and suboptimal outcomes.
Failure to Update the Checklist Regularly: An outdated checklist may not reflect current industry standards or regulatory requirements, compromising its effectiveness.
Ignoring Feedback and Improvement Opportunities: Organizations should actively seek feedback from users and stakeholders to identify areas for improvement and refinement.
Examples of APQP Checklist Templates
There are various APQP checklist templates available, ranging from basic to advanced, tailored to specific industry requirements.
Basic Checklist Template: Includes essential steps and requirements for implementing APQP processes.
Advanced Checklist Template: Incorporates additional features such as risk assessment matrices and validation protocols.
Tips for Maximizing the Effectiveness of APQP Checklist
To derive maximum benefit from APQP checklist, organizations should:
Provide Adequate Training: Ensure that employees are trained in APQP principles and understand how to use the checklist effectively.
Regular Audits and Reviews: Conduct periodic audits and reviews to assess compliance with APQP processes and identify areas for improvement.
Continuous Improvement Initiatives: Encourage a culture of continuous improvement, where feedback is solicited, and lessons learned are applied to enhance processes.
Case Studies: Successful Implementation of APQP Checklist
Several organizations have successfully implemented APQP checklist, resulting in improved product quality and customer satisfaction.
Future Trends in APQP Checklist Development
As technology advances and industry requirements evolve, APQP checklist development is expected to incorporate:
Integration with Digital Tools: Increasing integration with digital tools and software platforms to streamline APQP processes and enhance collaboration.
Emphasis on Sustainability: Incorporating sustainability criteria and metrics into APQP checklist to address growing environmental concerns.
Conclusion
In conclusion, an APQP checklist is a valuable tool for organizations seeking to ensure product quality, minimize risks, and enhance customer satisfaction. By following a structured approach outlined in the checklist, businesses can streamline their product development processes and stay competitive in today's dynamic market.
FAQs
What is the role of APQP in quality management?
APQP plays a crucial role in maintaining product quality by identifying potential risks and quality issues early in the product development stage.
How can organizations develop an effective APQP checklist?
Developing an effective APQP checklist involves steps such as gathering relevant information, involving cross-functional teams, and establishing clear criteria and metrics.
In which industries is APQP commonly used?
APQP principles can be applied across various industries, including automotive, aerospace, and healthcare sectors.
What are some common mistakes to avoid when using an APQP checklist?
Common mistakes include lack of stakeholder involvement, failure to update the checklist regularly, and ignoring feedback and improvement opportunities.
How can organizations maximize the effectiveness of APQP checklist?
Organizations can maximize effectiveness by providing adequate training, conducting regular audits and reviews, and fostering a culture of continuous improvement.
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autism-corner · 9 months ago
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i have a normal heartrate =w=b
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sad--tree · 2 years ago
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almost definitely gonna actually for-fucking-realsies pass my courses this term and GRADUATE finallyyy ! ! !
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anonymous-force · 4 months ago
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I see you liked GC bot...
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...but he may be a little fucked up
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his standard software was never removed to help him function in his new body. it was assumed (if they even thought about it) that his will is stronger and the program wouldn't have any effect on his mind. yes, he can override its commands, but it takes some mental power to do so.
also scrimblo is immune to his bs lol
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abimee · 22 days ago
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also another fun tidbit about Y/M: its pretty heavily implied that the Fjallo Islands are behind the times on a lot of cultural and technical trends for various reasons, and one of them is that while the internet is a well-established thing on the Greater Continent just Northwest of the islands, it hasn't breeched them yet and therefore the Fjallo people have their own isolated network.
Some people on the island, mostly of the younger generation, have managed to semi-cross connect the networks but with limited availability of uses --- most websites from the Greater Continent cannot be connected, and files/software has to be pirated over to the Fjallo internet through physical transfer, so a lot of the culture surrounding the internet is of bootleg/pirated content from the ''bigger internet''.
This itself is a niche within a niche, as computers capable of running software up to par w/ GC software is very limited --- most Fjallo islanders use specialized computers they've built themselves to access their own internet, and of which runs very poorly. Lilly, for example, uses an extremely old desktop computer (inspired by the Dell Dimension) that made its way to Fjallo as landfill, as a common issue the islanders have is GC offloading waste into their areas. The computer is hooked up to an old TV, and the keyboard was made by-hand.
however, since Fjallo island internet is very open-access due to it's limited userbase and unregulated continuation, many Fjallo youth backwards-learn old-style coding to create websites amongst themselves, often creating isolated groups on the internet. Lilly and co for instance have a private message network (since phones are still locked to landlines and celullar devices can't exist on the island since they have no access to satellites), which only they can enter into. It's basically a private chatroom/discord, and that's what they spend the majority of their time on the computer doing, chatting each other up in a party line :]
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dictatortirah · 6 months ago
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I love your art, it's so expressive and silly, got a few questions. I've been thinking of starting my own comic/au, you have any tips on how to get started? What art software do you use? And do you have a discord server? Also a question from a friend, about how long is gura?
That's all, happy new years <3
When it comes to starting a new project or anything, have the main idea for it first, then expand on it. Mess around with concept art! It doesn't have to be perfect. And try not to throw in multiple whole different ideas at once and take things one at a time! IT can be a slow process, so be patient. Gleamfolk City took like 3 years to get this far
I use Clip Studio Paint! For art and animation
I do have a discord server. People can talk about TTT and Gleamfolk City there, see other GC and TTT fan ocs, or even talk bout their own art and projects too! Sometimes we play dandy world's together and stuff. You can join here! (however, you have to be at least 15)
Gura doesn't have a definite length, since he doesn't even have a proper physical body. It changes according to how he likes it. He's a shapeshifter! He doesn't care about being consistent. Generally, he's like infinite
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freakysaken-headcanons · 2 months ago
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want to join the anon gc but . GELPPP I WANNA STAY ANONYMOUS so settling for just interacting folks through tumblr! ALSO YES BUILDER MAN WITH HIS HAIR DOWN ANON U GET IT… incredibly terrifying couple when they’re burning your establishment down but in the sheets they’re saying shit like “heh… i’m about to make your software into hardware…” they are SO stupid
-🪽 anon!!:)
should I be embarrassed that the hardware thing made me wheeze </3
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violentkeysmashing · 10 months ago
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So, time for me to get a littl angy.
I setup a brand new, fresh, clean install of debian, for the first good operating system on my main machine. Bravo 2, i got everything looking nice, got steam installed, setup and running my games, got my backups moved over, set everuthing up for VR. Got VR "running"
Just. To. Fucking. Find out.
The tuning software for my GPU and CPU is only packaged for arch and fedora. I try compile the source code, no luck. (I need this to make VR playable - reduce Vsync issues and fix borkedness)
I did find out that it is packaged for debian, but, an unstavmble build that isn't designed for me to really use. So yay!
I spend 5 hours on all of this. Fixing, tweaking, adjusting everything for my final move, aaaaand fucked. So kinda annoyed.
I want to leave windows behind but fuck me is it hard.
So! Tommorrows plan. Arch.
As much as i dont want to hate on fedora, i aint learning that shit, nuh uh. Can't make me.
So i've been reccomended to try out endevor (if that is how you spell it TwT) as its arch based. (According to a mf in the GC, no idea have not done anything remotely with it, its 2am and i aint doing that rn)
So from what i know and have learnt from my arch fuckery i have a lot to do.
Anywhomst angy time over, imma go cuddle up to my blähajs and pass out.
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thebestofoneshots · 2 years ago
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Hey You!
Ok I was just infatuated with your sneak peak for GC Ch. 25 omg. I had to look at it over and over again since yesterday. Really I love your AI art for this series. This is exactly how I picture the boys in my head. Sirius' hair I'm dying. I've already spent my time using AI to create portraits of them, and it was just rubbish. Maybe I'm not advanced enough to use it properly. But I just had a look at you last art again and I just have to ask you! I have so many questions. Which tools do you use to create it? Do you rework the pics with other software like Photoshop or something? And most important, and propably the most improper question: what do you tell the AI to do exactly? You don't have to answer this one. I don't want to steal your style or anything, I'd just like to know how you get them pictured so accurate you know? And how much time do you spend in average to be satisfied with a picture to publish it for GC?
Yeah I hope I'm not rude asking you this, but I'm a big fan of your work 😭
Have a nice week! 🤍
I find it hilarious I got this question just when I was fighting with AI to do what I wanted it to do lol.
There are a lot of questions, so I'll try to be as detailed as possible. I talked about the AIs I used on this post. But basically, I recommend Bing's Image Creator that's powered by Dall-e 3.
I do rework the pics, not always, but AI always seems to confuse hair colours, gives Sirius a sandy brown and Remus black, so I do find myself switching that often (I use things like picsart, facelab, procreate and makeup+ for this). I have also done some face altering things here and there, especially when the faces don't look exactly like I want them to, for example in this one:
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I wasn't quite satisfied with Sirius' face so I altered the features a little more so that they looked exactly like they looked in my head. This minor alterations I find myself doing rather often on the pictures that will be the official ones.
Now the time I spend until I'm satisfied varies, sometimes the AI image is perfect and I use it straight, sometimes I have try a few times over and over until I get the exact result I want, and that takes much more time. Maybe like 30-40 minutes to get the image and the side (aesthetic) pics I add to the sides.
Now, the most important question, what do I say? Again it varies, sometimes I find myself tweaking and altering things arounf until I get exactly what I want. For this image in particular I said something like this:
16 year old Remus Lupin (sandy blond hair, golden-brown eyes, scars on his face, handsome)holding back a 16 Sirius Black 16 year old Sirius black (long curly hair, delicate & soft features, pretty and handosme, grey-blue eyes). Remus has his hand in Sirius shoulder, they both look tense, like they want to stop a fight. Defense against the dark arts classroom. realistic art.
I remember I changed it later, to Hogwarts classroom and students standing behind but, once I get the basics of the composition I tweak things around until I have exactly what I want.
Now I find AI has some issues with side profiles, maybe I haven't cracked it yet, but I spent all my energy on Bing trying to get the right composition for an image for next week's episode and it was not cooperating with me.
I asked for this:
16 year old Remus Lupin (sandy brown hair, golden-brown eyes, scars on his face, handsome) and young Sirius black (long curly hair, delicate & soft features, pretty and handosme, grey-blue eyes, gryffindor). Remus covers Sirius mouth with his hand and he is pressing his chest onto Sirius’, they’re front to front (we see their profiles), foreheads almost touching . Restricted section of the library. they’re hiding from someone. realistic art.
And kept getting Remus standing behind Sirius:
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Don't get me wrong, I loved most of this, they look amazing! But it wasn't exactly my vision. Even wasted $15 usd on DALL·E hoping it would make it better but I was very disappointed (Bing is so much better and FREE).
Eventually, I got one image that did exactly what I wanted and I'm currently reworking it to make it exactly what I want, we'll see how it goes in the end.
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But yeah, I've spent almost all day working on this (using my free time at work), and only one out of all worked, so time spent on it really, really varies.
Hope you find this helpful darling, and if you managed to get the image I've struggling with to work, it'd be really cool if you shared it with me.
Read Gilded Constellations
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scrsoft · 1 year ago
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upgradegc · 12 days ago
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UpgradeGC – The Ultimate Tech & Creative Powerhouse
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UpgradeGC is a leading name in the tech, gaming, and digital innovation space, offering expert insights, creative resources, and cutting-edge tutorials. With a vast online presence spanning multiple platforms, UpgradeGC connects with tech enthusiasts, developers, designers, and gamers worldwide.
In this article, we’ll explore UpgradeGC’s extensive digital footprint, highlighting its contributions to open-source projects, 3D modeling, coding, and tech discussions.
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Whether you're a developer, designer, or tech enthusiast, UpgradeGC provides valuable resources to enhance your digital journey.
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Would you like any refinements or additional details? 😊
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sensitive-virgo · 15 days ago
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Whatever You Need to Know About the Texas Board of Dental Assistants: Certification, Regulations, and Career Tips
Everything You Need to Know​ About​ the Texas Board of Dental Assistants: Certification, Regulations, and Career Tips
If you’re considering ⁣a career in ⁣dental assisting in Texas, understanding the role of the ⁤Texas ‌Board of Dental ⁣assistants‌ (TBDA) is essential. The TBDA oversees certification, enforces regulations, and provides guidance for‍ aspiring ‌and practicing dental assistants. This ⁢thorough guide will walk you through everything you need to know – ⁢from ​licensing requirements to practical career tips ‌- so you‍ can succeed in your dental assisting journey in Texas.
Introduction
Dental​ assisting is‍ an⁢ exciting healthcare profession that offers rewarding career opportunities, competitive wages, and the chance to make a⁣ difference in patients’ ‌oral health. In Texas,‌ ensuring proper certification⁢ and understanding ⁤state-specific ‍regulations is key to building ⁤a prosperous dental assisting career. The Texas Board ⁢of Dental⁢ assistants (TBDA) ⁣is the regulatory⁢ authority responsible for licensing, certification, and maintaining professional standards⁢ among ‍dental⁢ assistants. Whether you’re just starting or looking to advance your career, knowing the ins ‌and outs of the TBDA is crucial.
Understanding the Texas ​Board of Dental Assistants (TBDA)
What is the Texas board⁤ of Dental Assistants?
The Texas Board of Dental Assistants is a state agency dedicated to⁤ regulating dental assisting‌ professionals​ in Texas. its primary ​functions include issuing ⁢certifications,‌ enforcing licensing laws, establishing education standards, and ensuring public⁢ safety. The TBDA⁢ helps maintain high-quality dental care by setting clear guidelines ⁢for dental assistants and ​related fields.
Types of Dental Assistant Certifications ⁢Recognized‍ in Texas
Registered Dental Assistant (RDA): A licensed professional with specific‌ training⁣ and certification, authorized to perform a broad range of‌ dental procedures under the supervision of a dentist.
Registered Dental Assistant-X-ray (RDA-X): Certified⁤ specifically to take radiographs and ‌handle radiology-related responsibilities.
Expanded ​Function ⁢Dental Assistant (EFDA): certified to perform advanced procedures such as coronal ​polishing, applying sealants, and other expanded ‍functions within‌ scope.
Dental Assistant Trainee: ⁤ A temporary status for those training⁤ under supervision before becoming ‌fully​ certified.
Certification Process: Step-by-Step Guide
1.⁢ Meet Educational⁣ and Experience Requirements
To qualify for dental assistant certification in ⁤Texas, applicants must:
Complete a dental assisting training program ‌approved by the Texas⁣ State⁣ board or
Have at least 3,000 hours⁣ of work experience ⁢in dental assisting within ⁣the last 5⁤ years.
2. Pass the ‍Required Examinations
Applicants are⁣ typically required to ⁢pass⁤ the⁤ Dental Assisting National Board (DANB) examinations, which include:
General Chairside Assisting (GC): ⁣Covers clinical assisting skills.
Radiography (R): Focuses on ⁢radiology knowledge and skills.
Applied Dental Software (ADS): Optional,​ for digital record-keeping expertise.
3. Submit Request⁢ and Fees
Complete the ⁣online ‍or‌ paper application via​ the ​Texas State Board’s website and pay the required fees. Supporting documents such ⁢as proof‌ of training, exam ​scores, and work experience‌ should accompany your application.
4. Maintain‍ certification
License‍ renewal occurs every 2 years, requiring ⁣continued education credits (typically 10 hours per renewal period). Keep track of your CEUs and stay compliant with TBDA regulations.
Regulations Governing Dental Assistants in Texas
Scope of ‍Practice
Perform⁢ intraoral functions such as charting, impressions, and sterilization procedures.
Take ⁤and develop dental radiographs.
Assist with patient care and procedure readiness.
Implement infection control protocols.
Note: Certain expanded functions like administering anesthesia or placing restorations require⁢ additional certification‍ and training.
Legal⁢ Responsibilities
Operate strictly within the scope authorized by the Texas State Board.
Maintain patient confidentiality​ according to HIPAA‌ guidelines.
Adhere to infection control protocols and ethical​ standards.
Benefits of ⁤Becoming a‍ Certified Dental Assistant ⁤in Texas
High Demand: The Texas⁤ employment outlook ‌for dental assistants is projected to grow faster than average, ensuring plenty ⁣of job opportunities.
Competitive Salary: The⁢ average dental assistant salary in Texas⁢ ranges from​ $35,000 to $45,000 ‌per⁢ year, with potential for‌ growth.
career ​Advancement: ⁤Certifications like ⁤EFDA open doors to more advanced roles and specialization.
Flexible Work Settings: Opportunities include private practices,⁢ dental ​clinics, hospitals, and community ‌health centers.
Practical Tips for Aspiring Dental Assistants in Texas
Choose ⁤Accredited Training Programs: Ensure your education provider is recognized by the TBDA to meet certification‌ requirements.
stay Current with Continuing Education: Regularly update your skills and knowledge through relevant courses and‌ seminars.
Build⁢ a Strong Professional Network: Join dental assisting associations ‍like the Texas⁢ Dental Assistants Association (TDAA) for support and resources.
Gain Hands-On Experience: Seek internships ‌or entry-level positions to enhance your practical skills.
Prepare for the‍ Certification Exams: Use practice tests and‌ study guides ​to improve your chances of passing on the first attempt.
Case Study: A ⁣Successful Dental Assistant’s⁢ Journey in Texas
Step
Action
Outcome
1. Education
Completed ⁣an accredited dental assisting program‍ in Houston.
Qualified to sit for the DANB exams.
2.⁣ Certification
Passed ​DANB general‌ and radiography exams.
Earned RDA and RDA-X certifications.
3. Employment
secured a position at a family dental practice.
Gained valuable hands-on experience ​and ‌continued‍ CEUs.
4. Career Growth
Obtained EFDA certification ⁣after additional training.
Expanded responsibilities,including coronal polishing and sealant application.
Closing ‍Remarks
Becoming‌ a ​certified dental assistant in Texas ‍offers a promising‌ career path filled with opportunities for growth,specialization,and personal ​fulfillment.The Texas Board of dental Assistants provides ‍clear guidance and regulation to help you ⁢navigate ⁣your⁤ professional journey successfully. By⁤ understanding the certification process, staying compliant with regulations, and continuously enhancing your skills,​ you can build⁣ a ⁤rewarding career ⁤in dental assisting that benefits both your livelihood and the community’s⁤ oral health. Start your journey ‍today,⁤ and take advantage of the manny resources ⁣and support systems available through the TBDA.
Ready to kickstart your‌ dental assisting career in ⁣Texas?
Visit the Texas State Board of‍ Dental⁤ Assistants ‍official website ​ for detailed ⁤application ‌procedures, licensing⁤ requirements, and updates. Your future as a‍ confident‌ and certified dental​ assistant begins now!
https://dentalassistantclasses.net/whatever-you-need-to-know-about-the-texas-board-of-dental-assistants-certification-regulations-and-career-tips/
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chroniclesentinelnews · 4 months ago
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Inside Memora Health's surprise fire sale
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Investors and former employees in patient navigation business Memora Health were stunned when the startup was sold to AI company Commure in what appears to be a fire sale, after being initially led to believe Memora was a roaring success, Axios has learned after reviewing internal documents and speaking with eight people.
Why it matters: Axios' monthslong examination of what led to the $30 million sale found that Memora's change in fortune followed repeated sunny projections and a shared valuation of roughly $430 million from then-CEO Manav Sevak.
For its reporting, Axios spoke with four former employees, two investors, two people with knowledge of the company's inner workings and a hospital professional who worked with Memora. They all requested anonymity because of fear of reprisals.
Sevak acknowledged to Axios that he did tell investors Memora had $20 million in annual recurring revenue (ARR) in 2022. He declined to comment on any other details.
Commure, along with company investors General Catalyst, Andreessen Horowitz and Transformation Capital, did not respond to Axios' multiple requests for comment.
Driving the news: After raising nearly $81 million over five years, Memora sold to Commure for the equivalent of roughly $30 million last December, per a shareholder document viewed by Axios.
A December press release from Commure reads: "Commure, a leading health care technology company, announced today the acquisition of Memora Health, a digital care navigation platform."
Catch up quick: Memora pitched its tech as a conversational AI-powered agent that could alleviate provider burden and engage patients on "complex care journeys."
The San Francisco company conducted three publicized raises between 2021 and 2023, including a final General Catalyst (GC)-led $30 million round in April 2023 that included previous investor Andreessen Horowitz (a16z).
GC is also an investor in Commure.
In November 2022, one investor had a call with Sevak in which a valuation of $430 million for Memora was shared. The investor recorded the figure in a dated document viewed by Axios. The number is also cited by PitchBook, which declined to disclose to Axios where it received the figure.
By the numbers: In late 2022, Sevak told two sources and the investor that Memora had ARR of roughly $20 million, the three said, and which Sevak confirmed.
This followed emails seen by Axios from Sevak to an investor in 2021, claiming Memora had contracted ARR of $13.8 million and an ARR of $7.27 million. Reality check: Memora's revenue was $1.2 million in 2023 and roughly $1.5 million year-to-date as of October 2024, per the document shared with investors at the time of the Commure merger.
The document entitles shareholders to an estimated $30 million in Commure shares, before earnouts or other adjustments. Because previously agreed-upon liquidation preferences entitled preferred stockholders to up to $87 million, all common stockholder shares were effectively wiped out. Flashback: When Memora launched in 2018, Sevak was 21.
Born and raised in Phoenix into a family of health care providers, Sevak considered becoming a physician but decided to start Memora after seeing his close friend John struggle to manage his colitis. In 2021, Memora announced a16z had led a $10.5 million round in the company. In a 2022 blog post announcing that investment, a16z partner and Memora board member Vineeta Agarwala lauded Sevak and his co-founder as "scrappy technologists." "Since we led their last financing, [Memora's] ML engine is live and seamlessly integrated with the electronic health records and data repositories of dozens of new health care organizations," Agarwala's post read.
The same year, Sevak and his co-founders landed a spot on the coveted Forbes 30 Under 30 list of health care leaders in an article noting that "more than 50 health care organizations pay a monthly subscription fee to use [Memora's] software."
The intrigue: Mismatched Rolodexes and deal values Between 2021 and 2024, Sevak and other Memora leaders overstated the company's client roster, say four former employees and one person familiar. In a 2021 press release, the company said it had "partnered with over 55 health care organizations." Yes, but: Four former employees estimated the company had roughly six to 12 hospital clients at any given time, and by the end of 2024 had worked with 15–25 in total. The fine print: Two former employees said staff regularly overstated deal values in internal bookkeeping software meant to track its hospital deals, by entering the total projected multi-year value in the annual contract value field. For example, if Memora contracted with a hospital for a nine-month pilot at $200,000, employees might enter it at $1 million, assuming ongoing renewals over five years. One former employee said staff were told in presentations by Memora leadership to track potential revenue as if it were actual revenue, and salespeople were told they would earn commission on the potential figure. The mismatches were also happening in company meetings, say three former employees. Memora leaders would use ambitious language to talk about the company's pipeline, inflating revenues and customer base. Friction point: That information led to confusion among all four employees when Memora conducted at least four rounds of layoffs between 2023 and 2024, with several impacting at least 10% of the company, per the four sources.
Inside the room: Hospital disconnect
Memora leaders regularly exaggerated potential product capabilities to hospital leaders, according to one Stanford Health Care source familiar with a six-month oncology pilot it ran with the company and the same four former employees. Hospitals were told Memora's EHR integration was bidirectional and could read patient data to determine eligibility for a given Memora program based on clinical criteria, and then enroll them nearly instantly, the five sources say. But that generally could only occur in a small number of use cases, despite promises it could happen health system-wide, the five sources say. The Stanford source says for that reason, among others, Stanford did not pursue additional deals with Memora beyond its six-month pilot, for which it paid $100,000. In another example, three of the sources say hospital leaders were told Memora's services could be made available in virtually any language. As recently as 2024, the former employees only saw programs go live in three to four languages, and Memora's chatbot could only understand or respond in English. Behind the scenes: The four former employees alleged that Memora's software experienced issues that impacted several patient programs. In one such program, intended to support cancer patients during chemotherapy, Memora's chatbot would sometimes send inaccurate information or just repeatedly respond with the message, "I didn't understand," per the four people. In another instance, two sources say Memora's chatbot accidentally sent messages intended for patients at one hospital to patients at another across the country — including directing patients to call a number that belonged to the wrong hospital. Because the chatbot used a retrieval model, it could only pull from what it had been programmed to "know." In these cases, it appears it wasn't programmed with all of the required information. Health system staff complained on several occasions that Memora's tools created more work for their employees, three of the sources say.
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12345-zyx · 16 days ago
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the-report-live · 4 months ago
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Inside Memora's fire sale
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Investors and former employees in patient navigation business Memora Health were stunned when the startup was sold to AI company Commure in what appears to be a fire sale, after being initially led to believe Memora was a roaring success.
In monthslong examination of what led to the $30 million sale found that Memora's change in fortune followed repeated sunny projections and a shared valuation of roughly $430 million from then-CEO Manav Sevak.
For its reporting, spoke with four former employees, two investors, two people with knowledge of the company's inner workings and a hospital professional who worked with Memora. They all requested anonymity because of fear of reprisals. Driving the news: After raising nearly $81 million over five years, Memora sold to Commure for the equivalent of roughly $30 million last December. Catch up quick: Memora pitched its tech as a conversational AI-powered agent that could alleviate provider burden and engage patients on "complex care journeys." The San Francisco company conducted three publicized raises between 2021 and 2023, including a final General Catalyst (GC)-led $30 million round in April 2023 that included previous investor Andreessen Horowitz (a16z). GC is also an investor in Commure. In November 2022, one investor had a call with Sevak in which a valuation of $430 million for Memora was shared. The number is also cited by PitchBook, which declined to disclose By the numbers: In late 2022, Sevak told two sources and the investor that Memora had ARR of roughly $20 million, the three said, and which Sevak confirmed.
Sevak to an investor in 2021, claiming Memora had contracted ARR of $13.8 million and an ARR of $7.27 million. Reality check: Memora's revenue was $1.2 million in 2023 and roughly $1.5 million year-to-date as of October 2024, per the document shared with investors at the time of the Commure merger.
The document entitles shareholders to an estimated $30 million in Commure shares, before earnouts or other adjustments. Because previously agreed-upon liquidation preferences entitled preferred stockholders to up to $87 million, all common stockholder shares were effectively wiped out. Flashback: When Memora launched in 2018, Sevak was 21.
Born and raised in Phoenix into a family of health care providers, Sevak considered becoming a physician but decided to start Memora after seeing his close friend John struggle to manage his colitis. In 2021, Memora announced a16z had led a $10.5 million round in the company. In a 2022 blog post announcing that investment, a16z partner and Memora board member Vineeta Agarwala lauded Sevak and his co-founder as "scrappy technologists." "Since we led their last financing, [Memora's] ML engine is live and seamlessly integrated with the electronic health records and data repositories of dozens of new health care organizations," Agarwala's post read. The same year, Sevak and his co-founders landed a spot on the coveted Forbes 30 Under 30 list of health care leaders in an article noting that "more than 50 health care organizations pay a monthly subscription fee to use [Memora's] software."
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health-views-updates · 18 days ago
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How Big Is the Global Gas Chromatography Market in 2023 and What’s the Forecast for 2032?
According to the latest research by SNS Insider, the Gas Chromatography Market Size was valued at USD 3.48 billion in 2023 and is projected to reach USD 5.47 billion by 2032, expanding at a CAGR of 5.16% during the forecast period from 2024 to 2032. The surge in demand for precise analytical techniques in pharmaceuticals, environmental monitoring, and food safety testing continues to fuel market expansion worldwide.
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As industries seek high-performance instruments that deliver accurate, repeatable results, gas chromatography has emerged as a preferred technology. The market’s growth is supported by rapid advancements in analytical instrumentation, including improvements in detectors, columns, and software capabilities. In addition, increasing regulatory requirements and quality control standards across industries have bolstered adoption globally.
Market Drivers: Innovation and Expanding Industry Demand
A notable trend is the integration of gas chromatography systems with mass spectrometry (GC-MS), which provides enhanced detection and analytical capabilities. This combination is proving particularly useful in identifying complex compounds, especially in sectors like pharmaceuticals and forensics.
Environmental monitoring agencies worldwide are also utilizing gas chromatography to detect pollutants and toxic substances in air and water. Moreover, the food and beverage industry’s increasing need to ensure product safety and regulatory compliance has significantly contributed to rising demand for these analytical systems.
Regional Insights: North America and Asia-Pacific Lead the Way
North America remains a dominant player due to the strong presence of key industry participants, significant R&D investment, and supportive government policies. Meanwhile, the Asia-Pacific region is expected to register the fastest growth rate, driven by expanding industrialization, stricter environmental regulations, and a booming pharmaceutical sector in countries like China and India.
Competitive Landscape
Key players operating in the gas chromatography market include Agilent Technologies, Shimadzu Corporation, Thermo Fisher Scientific, PerkinElmer Inc., and Danaher Corporation, among others. These companies continue to invest in R&D and strategic collaborations to enhance their product portfolios and market presence.
The growing adoption of portable gas chromatography devices is also reshaping the market, allowing for on-site and real-time analysis, which is especially beneficial in field-based environmental testing and emergency response scenarios.
Market Segmentation Highlights
By Product: Instruments, Detectors, Accessories & Consumables
By End-User: Pharmaceuticals, Environmental Agencies, Food & Beverage Testing, Oil & Gas, Forensics, Others
By Geography: North America, Europe, Asia-Pacific, Latin America, Middle East & Africa
Future Outlook
The future of the gas chromatography market looks promising, with continual innovations such as miniaturized systems, automation, and AI-powered analytics expected to further drive adoption. As organizations prioritize quality, accuracy, and sustainability, the need for reliable chromatographic techniques is only expected to grow.
About Us:
SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.
Contact Us:
Jagney Dave – Vice President of Client Engagement Phone: +1-315 636 4242 (US) | +44- 20 3290 5010 (UK) Email: [email protected]
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