Financial and Investment

2304, 2026

Bank Performance Management App

Bank Performance Management App

Laura Mancuso2026-04-23T15:27:17+00:00Case Study|

2304, 2026

Hybrid Chatbot powered by traditional AI and Generative AI

Hybrid Chatbot powered by traditional AI and Generative AI

Laura Mancuso2026-04-23T15:25:09+00:00Case Study|

img:is([sizes=auto i],[sizes^="auto," i]){contain-intrinsic-size:3000px 1500px}: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}}.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}:root{--sp-smart-font-size-heading-1:44px;--sp-smart-font-size-heading-2:32px;--sp-smart-font-size-heading-3:24px;--sp-smart-font-size-heading-4:22px;--sp-smart-font-size-heading-5:20px;--sp-smart-font-size-heading-6:18px;--sp-smart-font-size-body-1:18px;--sp-smart-font-size-body-2:16px;--sp-smart-font-size-body-3:14px;--sp-smart-font-size-body-4:12px;--sp-smart-font-size-button-1:18px;--sp-smart-font-size-button-2:16px}:root{--sp-smart-breakpoint-tablet:1023px;--sp-smart-breakpoint-mobile:767px;--smart-post-light-text:#fafafa;--smart-post-background:#fff;--smart-post-primary-light:#ebebeb;--smart-post-primary:#999;--smart-post-primary-dark:#1d1d1d;--smart-post-secondary:#0054fb;--smart-post-dark-2-text:#3e3e3e;--smart-post-dark-text:#0a0a0a;--smart-post-black:#000}:root{--smart-post-shadow-subtle-1dp:0px 1px 2px 0px rgba(0,0,0,.12);--smart-post-shadow-light-2dp:0px 2px 4px 0px rgba(0,0,0,.14);--smart-post-shadow-medium-4dp:0px 4px 6px 0px rgba(0,0,0,.16);--smart-post-shadow-strong-8dp:0px 8px 18px 0px rgba(0,0,0,.18);--smart-post-shadow-deep-12dp:0px 12px 17px 0px rgba(0,0,0,.2);--smart-post-shadow-sharp-4dp:4px 4px 0px 0px rgba(0,0,0,.25)}:root{--smart-post-shadow-subtle-1dp:0px 1px 2px 0px rgba(0,0,0,.12);--smart-post-shadow-light-2dp:0px 2px 4px 0px rgba(0,0,0,.14);--smart-post-shadow-medium-4dp:0px 4px 6px 0px rgba(0,0,0,.16);--smart-post-shadow-strong-8dp:0px 8px 18px 0px rgba(0,0,0,.18);--smart-post-shadow-deep-12dp:0px 12px 17px 0px rgba(0,0,0,.2);--smart-post-shadow-sharp-4dp:4px 4px 0px 0px rgba(0,0,0,.25)}: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--awb-color-1:#fff;--wp--preset--color--awb-color-2:#e2e2e2;--wp--preset--color--awb-color-3:#da291c;--wp--preset--color--awb-color-4:#0c2340;--wp--preset--color--awb-color-5:#354259;--wp--preset--color--awb-color-6:#546579;--wp--preset--color--awb-color-7:#212934;--wp--preset--color--awb-color-8:#000;--wp--preset--color--awb-color-custom-10:#65bc7b;--wp--preset--color--awb-color-custom-11:#f9f9f9;--wp--preset--color--awb-color-custom-12:#f2f3f9;--wp--preset--color--awb-color-custom-13:#d1d7e5;--wp--preset--color--awb-color-custom-14:rgba(255,255,255,.8);--wp--preset--color--awb-color-custom-15:rgba(242,243,245,.7);--wp--preset--color--awb-color-custom-16:#ccc;--wp--preset--color--awb-color-custom-17:#f3f1f1;--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--font-size--small:12px;--wp--preset--font-size--medium:20px;--wp--preset--font-size--large:24px;--wp--preset--font-size--x-large:42px;--wp--preset--font-size--normal:16px;--wp--preset--font-size--xlarge:32px;--wp--preset--font-size--huge:48px;--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}:where(.is-layout-flex){gap:.5em}:where(.is-layout-grid){gap:.5em}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}:where(.wp-block-columns.is-layout-flex){gap:2em}:where(.wp-block-columns.is-layout-grid){gap:2em}:where(.wp-block-post-template.is-layout-flex){gap:1.25em}:where(.wp-block-post-template.is-layout-grid){gap:1.25em}.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-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-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-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-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}@media screen and (max-width: 768px){.fusion-no-small-visibility{display:none !important}body .sm-text-align-center{text-align:center !important}body .sm-text-align-left{text-align:left !important}body .sm-text-align-right{text-align:right !important}body .sm-flex-align-center{justify-content:center !important}body .sm-flex-align-flex-start{justify-content:flex-start !important}body .sm-flex-align-flex-end{justify-content:flex-end !important}body .sm-mx-auto{margin-left:auto !important;margin-right:auto !important}body .sm-ml-auto{margin-left:auto !important}body .sm-mr-auto{margin-right:auto !important}body .fusion-absolute-position-small{position:absolute;top:auto;width:100%}.awb-sticky.awb-sticky-small{position:sticky;top:var(--awb-sticky-offset,0)}}@media screen and (min-width: 769px) and (max-width: 1024px){.fusion-no-medium-visibility{display:none !important}body .md-text-align-center{text-align:center !important}body .md-text-align-left{text-align:left !important}body .md-text-align-right{text-align:right !important}body .md-flex-align-center{justify-content:center !important}body .md-flex-align-flex-start{justify-content:flex-start !important}body .md-flex-align-flex-end{justify-content:flex-end !important}body .md-mx-auto{margin-left:auto !important;margin-right:auto !important}body .md-ml-auto{margin-left:auto !important}body .md-mr-auto{margin-right:auto !important}body .fusion-absolute-position-medium{position:absolute;top:auto;width:100%}.awb-sticky.awb-sticky-medium{position:sticky;top:var(--awb-sticky-offset,0)}}@media screen and (min-width: 1025px){.fusion-no-large-visibility{display:none !important}body .lg-text-align-center{text-align:center !important}body .lg-text-align-left{text-align:left !important}body .lg-text-align-right{text-align:right !important}body .lg-flex-align-center{justify-content:center !important}body .lg-flex-align-flex-start{justify-content:flex-start !important}body .lg-flex-align-flex-end{justify-content:flex-end !important}body .lg-mx-auto{margin-left:auto !important;margin-right:auto !important}body .lg-ml-auto{margin-left:auto !important}body .lg-mr-auto{margin-right:auto !important}body .fusion-absolute-position-large{position:absolute;top:auto;width:100%}.awb-sticky.awb-sticky-large{position:sticky;top:var(--awb-sticky-offset,0)}}.recentcomments a{display:inline !important;padding:0 !important;margin:0 !important}@media (min-width:769px) and (max-width:1019px){.subpractice-grid{grid-template-columns:1fr 1fr 1fr}}@media (max-width:540px){.subpractice-grid{grid-template-columns:1fr}}#menu-item-5060-fr{display:none}#mobile-menu-item-5060-fr{display:none}#menu-item-5060-es{display:none}#mobile-menu-item-5060-es{display:none}#menu-item-5060-pt{display:none}#mobile-menu-item-5060-pt{display:none}#menu-item-5062-fr{display:none}#mobile-menu-item-5062-fr{display:none}#menu-item-5062-es{display:none}#mobile-menu-item-5062-es{display:none}#menu-item-5062-pt{display:none}#mobile-menu-item-5062-pt{display:none}.sp-smart-post-back-to-top-wrapper{cursor:pointer;position:fixed;bottom:30px;top:unset;background-color:var(--smart-post-secondary);color:#fff;display:flex;align-items:center;padding:8px;z-index:999}.sp-smart-post-back-to-top-wrapper.sp-position-button-right{left:unset;right:30px}.sp-smart-post-back-to-top-wrapper.sp-position-button-left{left:30px;right:unset}.sp-smart-post-back-to-top-wrapper .sp-smart-post-back-to-top-button{display:flex;align-items:center;justify-content:center}.sp-smart-post-back-to-top-wrapper .sp-smart-post-back-to-top-icon{width:25px;height:25px}#ufw_1 .ufw_wb{width:100%;height:630px;background-color:#fff;border-width:1px;border-color:#ececec;border-radius:0px;animation-duration:.5s;-webkit-animation-duration:.5s}#ufw_1 .ufw_btn{background:#da291c;border-color:transparent;border-width:0px;color:#fff;border-radius:64px}#ufw_1 .ufw_title,#ufw_1 .ufw_col{border-color:#ececec}