Platform
- - - health.network
    - The most complete consumer-mediated health data network in the industry.
  - - health.360
    - Personalize outreach & deliver health insights to drive better outcomes.
  - - health.quality
    - Standardize data and automate Digital Quality Measures.
- - - health.access
    - Make it easy for consumers to find, book, and manage care.
  - - health.space
    - Power a personalized, shoppable marketplace for health services.
  - - health.match
    - Boost recruitment and engagement in research and clinical trials.
- - - Health Data
      Management Foundation
  - - Built on FHIR, it drives real-time health data flow for compliance, insights, and improved experiences.
  - - Explore
Market Solutions
Company
- About
- Careers
Resource Hub
Login
Let's Connect

Author: Arun Raghavan

All Posts

BlogConsumer Health, Health Plan, Health System

Part 2: From F to B: How We Achieved a 122% Improvement in Healthcare Data Quality

BlogConsumer Health, Health Plan, Health System

Part 1: The Missing Metric in Healthcare AI and Why Data Quality Scores Matter

Join us on our mission to simplify healthcare, one person at a time.

Let's Connect

img:is([sizes=auto i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px}img.wp-smiley,img.emoji{display:inline !important;border:none !important;box-shadow:none !important;height:1em !important;width:1em !important;margin:0 .07em !important;vertical-align:-.1em !important;background:none !important;padding:0 !important}:root{--wp-block-synced-color:#7a00df;--wp-block-synced-color--rgb:122,0,223;--wp-bound-block-color:var(--wp-block-synced-color);--wp-editor-canvas-background:#ddd;--wp-admin-theme-color:#007cba;--wp-admin-theme-color--rgb:0,124,186;--wp-admin-theme-color-darker-10:#006ba1;--wp-admin-theme-color-darker-10--rgb:0,107,160.5;--wp-admin-theme-color-darker-20:#005a87;--wp-admin-theme-color-darker-20--rgb:0,90,135;--wp-admin-border-width-focus:2px}@media (min-resolution:192dpi){:root{--wp-admin-border-width-focus:1.5px}}.wp-element-button{cursor:pointer}:root .has-very-light-gray-background-color{background-color:#eee}:root .has-very-dark-gray-background-color{background-color:#313131}:root .has-very-light-gray-color{color:#eee}:root .has-very-dark-gray-color{color:#313131}:root .has-vivid-green-cyan-to-vivid-cyan-blue-gradient-background{background:linear-gradient(135deg,#00d084,#0693e3)}:root .has-purple-crush-gradient-background{background:linear-gradient(135deg,#34e2e4,#4721fb 50%,#ab1dfe)}:root .has-hazy-dawn-gradient-background{background:linear-gradient(135deg,#faaca8,#dad0ec)}:root .has-subdued-olive-gradient-background{background:linear-gradient(135deg,#fafae1,#67a671)}:root .has-atomic-cream-gradient-background{background:linear-gradient(135deg,#fdd79a,#004a59)}:root .has-nightshade-gradient-background{background:linear-gradient(135deg,#330968,#31cdcf)}:root .has-midnight-gradient-background{background:linear-gradient(135deg,#020381,#2874fc)}:root{--wp--preset--font-size--normal:16px;--wp--preset--font-size--huge:42px}.has-regular-font-size{font-size:1em}.has-larger-font-size{font-size:2.625em}.has-normal-font-size{font-size:var(--wp--preset--font-size--normal)}.has-huge-font-size{font-size:var(--wp--preset--font-size--huge)}.has-text-align-center{text-align:center}.has-text-align-left{text-align:left}.has-text-align-right{text-align:right}.has-fit-text{white-space:nowrap !important}#end-resizable-editor-section{display:none}.aligncenter{clear:both}.items-justified-left{justify-content:flex-start}.items-justified-center{justify-content:center}.items-justified-right{justify-content:flex-end}.items-justified-space-between{justify-content:space-between}.screen-reader-text{border:0;clip-path:inset(50%);height:1px;margin:-1px;overflow:hidden;padding:0;position:absolute;width:1px;word-wrap:normal !important}.screen-reader-text:focus{background-color:#ddd;clip-path:none;color:#444;display:block;font-size:1em;height:auto;left:5px;line-height:normal;padding:15px 23px 14px;text-decoration:none;top:5px;width:auto;z-index:100000}html :where(.has-border-color){border-style:solid}html :where([style*=border-top-color]){border-top-style:solid}html :where([style*=border-right-color]){border-right-style:solid}html :where([style*=border-bottom-color]){border-bottom-style:solid}html :where([style*=border-left-color]){border-left-style:solid}html :where([style*=border-width]){border-style:solid}html :where([style*=border-top-width]){border-top-style:solid}html :where([style*=border-right-width]){border-right-style:solid}html :where([style*=border-bottom-width]){border-bottom-style:solid}html :where([style*=border-left-width]){border-left-style:solid}html :where(img[class*=wp-image-]){height:auto;max-width:100%}:where(figure){margin:0 0 1em}html :where(.is-position-sticky){--wp-admin--admin-bar--position-offset:var(--wp-admin--admin-bar--height,0px)}@media screen and (max-width:600px){html :where(.is-position-sticky){--wp-admin--admin-bar--position-offset:0px}}:root{--wp--preset--aspect-ratio--square:1;--wp--preset--aspect-ratio--4-3:4/3;--wp--preset--aspect-ratio--3-4:3/4;--wp--preset--aspect-ratio--3-2:3/2;--wp--preset--aspect-ratio--2-3:2/3;--wp--preset--aspect-ratio--16-9:16/9;--wp--preset--aspect-ratio--9-16:9/16;--wp--preset--color--black:#000;--wp--preset--color--cyan-bluish-gray:#abb8c3;--wp--preset--color--white:#fff;--wp--preset--color--pale-pink:#f78da7;--wp--preset--color--vivid-red:#cf2e2e;--wp--preset--color--luminous-vivid-orange:#ff6900;--wp--preset--color--luminous-vivid-amber:#fcb900;--wp--preset--color--light-green-cyan:#7bdcb5;--wp--preset--color--vivid-green-cyan:#00d084;--wp--preset--color--pale-cyan-blue:#8ed1fc;--wp--preset--color--vivid-cyan-blue:#0693e3;--wp--preset--color--vivid-purple:#9b51e0;--wp--preset--color--bwell-blue:#2e3586;--wp--preset--color--bwell-green:#6cc63f;--wp--preset--color--bwell-dark-blue:#191d4d;--wp--preset--color--bwell-lilac:#6c60ed;--wp--preset--color--bwell-orange:#f56345;--wp--preset--color--bwell-yellow:#ffe249;--wp--preset--color--bwell-dark-gray:#494949;--wp--preset--color--bwell-med-gray:#7f7f7f;--wp--preset--color--bwell-light-gray:#f7f7fa;--wp--preset--color--transparent:transparent;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple:linear-gradient(135deg,#0693e3 0%,#9b51e0 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan:linear-gradient(135deg,#7adcb4 0%,#00d082 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange:linear-gradient(135deg,#fcb900 0%,#ff6900 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red:linear-gradient(135deg,#ff6900 0%,#cf2e2e 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray:linear-gradient(135deg,#eee 0%,#a9b8c3 100%);--wp--preset--gradient--cool-to-warm-spectrum:linear-gradient(135deg,#4aeadc 0%,#9778d1 20%,#cf2aba 40%,#ee2c82 60%,#fb6962 80%,#fef84c 100%);--wp--preset--gradient--blush-light-purple:linear-gradient(135deg,#ffceec 0%,#9896f0 100%);--wp--preset--gradient--blush-bordeaux:linear-gradient(135deg,#fecda5 0%,#fe2d2d 50%,#6b003e 100%);--wp--preset--gradient--luminous-dusk:linear-gradient(135deg,#ffcb70 0%,#c751c0 50%,#4158d0 100%);--wp--preset--gradient--pale-ocean:linear-gradient(135deg,#fff5cb 0%,#b6e3d4 50%,#33a7b5 100%);--wp--preset--gradient--electric-grass:linear-gradient(135deg,#caf880 0%,#71ce7e 100%);--wp--preset--gradient--midnight:linear-gradient(135deg,#020381 0%,#2874fc 100%);--wp--preset--gradient--bwell-blue-gradient:linear-gradient(to right,#2e3586 0%,#191d4d 100%);--wp--preset--gradient--bwell-lilac-gradient:linear-gradient(to right,#6c60ed 0%,#2e3586 40%,#191d4d 100%);--wp--preset--gradient--bwell-gray-gradient:linear-gradient(to right,#fff 0%,#f7f7fa 100%);--wp--preset--gradient--bwell-orange-gradient:linear-gradient(to right,#ffe249 0%,#f56345 100%);--wp--preset--gradient--bwell-green-gradient:linear-gradient(to right,#ffe249 0%,#6cc63f 100%);--wp--preset--font-size--small:13px;--wp--preset--font-size--medium:20px;--wp--preset--font-size--large:36px;--wp--preset--font-size--x-large:42px;--wp--preset--font-size--p:18px;--wp--preset--font-size--p-small:16px;--wp--preset--font-size--p-xsmall:12px;--wp--preset--font-size--p-large:clamp(1.125rem,1.25vw,1.5rem);--wp--preset--font-size--heading-1:clamp(2.5rem,2.917vw,3.5rem);--wp--preset--font-size--heading-2:clamp(1.75rem,1.875vw,2.25rem);--wp--preset--font-size--heading-3:clamp(1.375rem,1.25vw,1.5rem);--wp--preset--font-size--heading-4:1.125rem;--wp--preset--font-size--heading-5:clamp(.875rem,.833vw,1rem);--wp--preset--font-family--open-sans:"Open Sans",sans-serif;--wp--preset--font-family--quicksand:"Quicksand",sans-serif;--wp--preset--spacing--20:.44rem;--wp--preset--spacing--30:.67rem;--wp--preset--spacing--40:1rem;--wp--preset--spacing--50:1.5rem;--wp--preset--spacing--60:2.25rem;--wp--preset--spacing--70:3.38rem;--wp--preset--spacing--80:5.06rem;--wp--preset--shadow--natural:6px 6px 9px rgba(0,0,0,.2);--wp--preset--shadow--deep:12px 12px 50px rgba(0,0,0,.4);--wp--preset--shadow--sharp:6px 6px 0px rgba(0,0,0,.2);--wp--preset--shadow--outlined:6px 6px 0px -3px #fff,6px 6px #000;--wp--preset--shadow--crisp:6px 6px 0px #000;--wp--preset--shadow--large:0px 16px 40px -8px rgba(0,0,0,.1);--wp--preset--shadow--medium:0px 6px 20px -4px rgba(0,0,0,.1)}:root{--wp--style--global--content-size:1148px;--wp--style--global--wide-size:1592px}:where(body){margin:0}.wp-site-blocks>.alignleft{float:left;margin-right:2em}.wp-site-blocks>.alignright{float:right;margin-left:2em}.wp-site-blocks>.aligncenter{justify-content:center;margin-left:auto;margin-right:auto}:where(.is-layout-flex){gap:.5em}:where(.is-layout-grid){gap:.5em}.is-layout-flow>.alignleft{float:left;margin-inline-start:0;margin-inline-end:2em}.is-layout-flow>.alignright{float:right;margin-inline-start:2em;margin-inline-end:0}.is-layout-flow>.aligncenter{margin-left:auto !important;margin-right:auto !important}.is-layout-constrained>.alignleft{float:left;margin-inline-start:0;margin-inline-end:2em}.is-layout-constrained>.alignright{float:right;margin-inline-start:2em;margin-inline-end:0}.is-layout-constrained>.aligncenter{margin-left:auto !important;margin-right:auto !important}.is-layout-constrained>:where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width:var(--wp--style--global--content-size);margin-left:auto !important;margin-right:auto !important}.is-layout-constrained>.alignwide{max-width:var(--wp--style--global--wide-size)}body .is-layout-flex{display:flex}.is-layout-flex{flex-wrap:wrap;align-items:center}.is-layout-flex>:is(*, div){margin:0}body .is-layout-grid{display:grid}.is-layout-grid>:is(*, div){margin:0}body{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px}a:where(:not(.wp-element-button)){text-decoration:underline}:root :where(.wp-element-button, .wp-block-button__link){background-color:#32373c;border-width:0;color:#fff;font-family:inherit;font-size:inherit;font-style:inherit;font-weight:inherit;letter-spacing:inherit;line-height:inherit;padding-top:calc(.667em + 2px);padding-right:calc(1.333em + 2px);padding-bottom:calc(.667em + 2px);padding-left:calc(1.333em + 2px);text-decoration:none;text-transform:inherit}.has-black-color{color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-color{color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-color{color:var(--wp--preset--color--white) !important}.has-pale-pink-color{color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-color{color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-color{color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-color{color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-color{color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-color{color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-color{color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-color{color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-color{color:var(--wp--preset--color--vivid-purple) !important}.has-bwell-blue-color{color:var(--wp--preset--color--bwell-blue) !important}.has-bwell-green-color{color:var(--wp--preset--color--bwell-green) !important}.has-bwell-dark-blue-color{color:var(--wp--preset--color--bwell-dark-blue) !important}.has-bwell-lilac-color{color:var(--wp--preset--color--bwell-lilac) !important}.has-bwell-orange-color{color:var(--wp--preset--color--bwell-orange) !important}.has-bwell-yellow-color{color:var(--wp--preset--color--bwell-yellow) !important}.has-bwell-dark-gray-color{color:var(--wp--preset--color--bwell-dark-gray) !important}.has-bwell-med-gray-color{color:var(--wp--preset--color--bwell-med-gray) !important}.has-bwell-light-gray-color{color:var(--wp--preset--color--bwell-light-gray) !important}.has-transparent-color{color:var(--wp--preset--color--transparent) !important}.has-black-background-color{background-color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-background-color{background-color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-background-color{background-color:var(--wp--preset--color--white) !important}.has-pale-pink-background-color{background-color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-background-color{background-color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-background-color{background-color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-background-color{background-color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-background-color{background-color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-background-color{background-color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-background-color{background-color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-background-color{background-color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-background-color{background-color:var(--wp--preset--color--vivid-purple) !important}.has-bwell-blue-background-color{background-color:var(--wp--preset--color--bwell-blue) !important}.has-bwell-green-background-color{background-color:var(--wp--preset--color--bwell-green) !important}.has-bwell-dark-blue-background-color{background-color:var(--wp--preset--color--bwell-dark-blue) !important}.has-bwell-lilac-background-color{background-color:var(--wp--preset--color--bwell-lilac) !important}.has-bwell-orange-background-color{background-color:var(--wp--preset--color--bwell-orange) !important}.has-bwell-yellow-background-color{background-color:var(--wp--preset--color--bwell-yellow) !important}.has-bwell-dark-gray-background-color{background-color:var(--wp--preset--color--bwell-dark-gray) !important}.has-bwell-med-gray-background-color{background-color:var(--wp--preset--color--bwell-med-gray) !important}.has-bwell-light-gray-background-color{background-color:var(--wp--preset--color--bwell-light-gray) !important}.has-transparent-background-color{background-color:var(--wp--preset--color--transparent) !important}.has-black-border-color{border-color:var(--wp--preset--color--black) !important}.has-cyan-bluish-gray-border-color{border-color:var(--wp--preset--color--cyan-bluish-gray) !important}.has-white-border-color{border-color:var(--wp--preset--color--white) !important}.has-pale-pink-border-color{border-color:var(--wp--preset--color--pale-pink) !important}.has-vivid-red-border-color{border-color:var(--wp--preset--color--vivid-red) !important}.has-luminous-vivid-orange-border-color{border-color:var(--wp--preset--color--luminous-vivid-orange) !important}.has-luminous-vivid-amber-border-color{border-color:var(--wp--preset--color--luminous-vivid-amber) !important}.has-light-green-cyan-border-color{border-color:var(--wp--preset--color--light-green-cyan) !important}.has-vivid-green-cyan-border-color{border-color:var(--wp--preset--color--vivid-green-cyan) !important}.has-pale-cyan-blue-border-color{border-color:var(--wp--preset--color--pale-cyan-blue) !important}.has-vivid-cyan-blue-border-color{border-color:var(--wp--preset--color--vivid-cyan-blue) !important}.has-vivid-purple-border-color{border-color:var(--wp--preset--color--vivid-purple) !important}.has-bwell-blue-border-color{border-color:var(--wp--preset--color--bwell-blue) !important}.has-bwell-green-border-color{border-color:var(--wp--preset--color--bwell-green) !important}.has-bwell-dark-blue-border-color{border-color:var(--wp--preset--color--bwell-dark-blue) !important}.has-bwell-lilac-border-color{border-color:var(--wp--preset--color--bwell-lilac) !important}.has-bwell-orange-border-color{border-color:var(--wp--preset--color--bwell-orange) !important}.has-bwell-yellow-border-color{border-color:var(--wp--preset--color--bwell-yellow) !important}.has-bwell-dark-gray-border-color{border-color:var(--wp--preset--color--bwell-dark-gray) !important}.has-bwell-med-gray-border-color{border-color:var(--wp--preset--color--bwell-med-gray) !important}.has-bwell-light-gray-border-color{border-color:var(--wp--preset--color--bwell-light-gray) !important}.has-transparent-border-color{border-color:var(--wp--preset--color--transparent) !important}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background:var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background:var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background:var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background:var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important}.has-cool-to-warm-spectrum-gradient-background{background:var(--wp--preset--gradient--cool-to-warm-spectrum) !important}.has-blush-light-purple-gradient-background{background:var(--wp--preset--gradient--blush-light-purple) !important}.has-blush-bordeaux-gradient-background{background:var(--wp--preset--gradient--blush-bordeaux) !important}.has-luminous-dusk-gradient-background{background:var(--wp--preset--gradient--luminous-dusk) !important}.has-pale-ocean-gradient-background{background:var(--wp--preset--gradient--pale-ocean) !important}.has-electric-grass-gradient-background{background:var(--wp--preset--gradient--electric-grass) !important}.has-midnight-gradient-background{background:var(--wp--preset--gradient--midnight) !important}.has-bwell-blue-gradient-gradient-background{background:var(--wp--preset--gradient--bwell-blue-gradient) !important}.has-bwell-lilac-gradient-gradient-background{background:var(--wp--preset--gradient--bwell-lilac-gradient) !important}.has-bwell-gray-gradient-gradient-background{background:var(--wp--preset--gradient--bwell-gray-gradient) !important}.has-bwell-orange-gradient-gradient-background{background:var(--wp--preset--gradient--bwell-orange-gradient) !important}.has-bwell-green-gradient-gradient-background{background:var(--wp--preset--gradient--bwell-green-gradient) !important}.has-small-font-size{font-size:var(--wp--preset--font-size--small) !important}.has-medium-font-size{font-size:var(--wp--preset--font-size--medium) !important}.has-large-font-size{font-size:var(--wp--preset--font-size--large) !important}.has-x-large-font-size{font-size:var(--wp--preset--font-size--x-large) !important}.has-p-font-size{font-size:var(--wp--preset--font-size--p) !important}.has-p-small-font-size{font-size:var(--wp--preset--font-size--p-small) !important}.has-p-xsmall-font-size{font-size:var(--wp--preset--font-size--p-xsmall) !important}.has-p-large-font-size{font-size:var(--wp--preset--font-size--p-large) !important}.has-heading-1-font-size{font-size:var(--wp--preset--font-size--heading-1) !important}.has-heading-2-font-size{font-size:var(--wp--preset--font-size--heading-2) !important}.has-heading-3-font-size{font-size:var(--wp--preset--font-size--heading-3) !important}.has-heading-4-font-size{font-size:var(--wp--preset--font-size--heading-4) !important}.has-heading-5-font-size{font-size:var(--wp--preset--font-size--heading-5) !important}.has-open-sans-font-family{font-family:var(--wp--preset--font-family--open-sans) !important}.has-quicksand-font-family{font-family:var(--wp--preset--font-family--quicksand) !important}.menu-primary-nav-container ul ul a:hover{color:#191d4d;border-bottom:solid #6cc63f 1px}