🤖 Building AI products →☕ drinking too much coffee →🎨 still designing →🧠 asking too many “why?”s →🚀 shipping anyway →🔍 digging into the real problem →🎯 making the hard calls →🧩 connecting the dots →📊 obsessing over what actually moves the needle →🛠️ occasionally breaking things →🔄 learning →🤔 questioning the roadmap →🚫 saying no sometimes →💡 having better questions than answers →📈 chasing outcomes, not features →☕ getting another coffee →🚀 shipping again →
Portrait of Aditi Bhandari
Aditi BhandariProduct builder

Hi, I’m Aditi

Currently atSprinklr

Product thinking / systems / AI

building AI productspeople trust.

From ambiguity to outcomes.Customer truth, business consequence, and emerging technology.

Explore selected work

01 / Flagship body of work / 2023–present

AI+ Studio.what it takes to scale AI.

AI+ Studio didn’t start as a platform. It became one as each problem revealed a harder one — architecture, trust, reliability, quality, governance.

Learn more about the product
PRODUCT WALKTHROUGHAI+ Studio — see it run
WORKSPACE / LANDINGAUTO PLAY · 01
WORKFLOW / CUSTOMER SUPPORT

Resolution assistant

ACTIVE PATH
TRIGGERNew messagecustomer.input
PROMPT NODEClassify intentintent.label
IF / ELSENeeds knowledge?confidence ≥ .82
RAGRetrieve contextsupport.docs
EMBEDDINGSGenerate vectorstop 5 matches
OUTPUTReturn answerapproved channel

one highlighted prompt,
two possible paths.

7 NODES2 BRANCHESPII CHECK ENABLED
PROMPT NODE / DRAFT RESPONSE

Configure and test

INPUT
REQUESTPII MASKLLM
OUTPUT
TEST OUTPUT

Run this node to inspect the request and response.

REQUESTchecking…

Hi, I’m Maya[NAME]. My email is maya@sample.com[EMAIL]. My order is delayed.

RESPONSEgenerating…

I’m sorry about the delay. I can help check the latest status and guide you through the next step.

masked first,
then generated.

00s / 22s

The sequence loops automatically. Use the tabs to pause on a base screen.

The more AI scaled, the harder the problems became.

Click a note to explore moreTap a chapter to preview

↓82% support ticketsIncreased customer trust$10M+ cost saved60% → 0% failure rate$50M+ revenue protected

As the product grew, so did my scope.

Built the foundations

First self-serve AI product.

Led platform strategy

Shared architecture and standards.

Own the flagship

End-to-end AI+ Studio ownership.

02 / Sprinklr / Selected work

Beyond AI+ Studio.

Product contributions across brand intelligence, insights and service quality.

01

Digital Twin

I turned voice, knowledge, audience and rules into one reusable AI identity for consistent customer interactions.

Learn more about the product

AI Innovation · CXUnifiers 2025

03 / Innovaccer / Foundations

Before AI, I built for
high-stakes healthcare systems.

01

Clinical Workflows

One continuous note-taking workflow,built for patient care.

+43% feature usage
02

Prior Authorization

A fragmented, multi-actor processmade into one trackable workflow.

HIMSS ’21

Tools & services I work with

Claude Code
OpenAI
Azure OpenAI
Vertex AI
Amazon Bedrock
Figma
Jira
Postman
Mixpanel

In their words / 03 notes

What people say.

01 / 03
01 / Product thinking
Aditi is quite intelligent, dedicated, reliable and very professional. We hired her to work on our product design and she did a great job for us beyond our expectations. She was always asking the right questions that allowed us to also think better about the product. Aditi is self motivated person and she did a lot of research to provide us right design options and taken our feedbacks to develop a design we were looking for. I would highly recommend her to anyone looking for someone who can bring strong product thinking to the table.
Vishal MirzaVice President of Software Engineering, MastercardLinkedIn ↗︎