Many enterprises are racing to adopt Generative AI (GenAI) — but soon discover that the biggest challenge isn’t the technology itself… it’s the data.
Without the right data quality, structure, and governance, even the most advanced AI models can fail to deliver real value.
The truth is, AI success starts long before model training — it begins with clean, connected, and contextual data.
How prepared do you think organizations really are when it comes to their data foundations for GenAI?

10 years in the company where I started, working my way up from jr. analyst to present Manager M2 - Market and Tech Insights (5 levels), handling 2 major global tech/consulting clients. Next level is Sr. Manager.

I'm at Kolkata. Started off with 1.8LPA, currently around 11LPA. BTech+MBA. Always get scores of 4 out of 5 (exceeds expectations) KRA YoY and pointless praises about how well I managed projects, yada yada. I get good work-life balance.

Is this fair pay or am I exploited?

Anyone from Bain here?
Could you please help me check if the job Specialist, CRM(Job Id-2021-5637) has been closed or is it still open l. Also this would be great if anyone can refer me for this role.

I am a Technical consultant with 7yoe. I want switch to Management Consulting. Looking for tried and trusted roadmaps.

What projects are you working on and what are you trying to gain out of this bowl?

Would love to get insight from folks here as I’m not quite sure what to do. I currently have around 14K in student loan debt and enough saved up to pay it off in one fell swoop. What I’m struggling with is whether I should invest that money into the stock market (thinking less risky S&P 500 ETF) and pay off my student loans monthly with the average payment being around 1000 so I can pay it off in about 16-18 months (due to interest being around 5%) or pay it off all in one go?

How to tackle gap periods in IT interviews?

I think it went okay

Is it true the Feb exams are being postponed now?

What’s your favorite part of the M&A life cycle to work on and why? What about least favorite?

Any insights for KPMG Strategy - Deal Advisory within the Global Strategy Group (Experiences, Exit Opps, Salary)?

Recently left KPMG FDD for another FDD role at a growing firm and love it. PE focused. If you are interested in doing the same shoot me a DM.

Hey all, it’s my first time managing an IMO, so I am heading up standing the office up, getting everyone on board, coming up with the day 0, 1, 100 plan, etc. Any advice from someone who does this stuff day in and out? Parthenon, DDV, etc.

What are the criteria for LTI Grant to individuals and what are the amounts for Level 8,7 and 6 if it gets offered in India ? TIA

Cons of moving 75% of my savings to an Intermediate US Treasury ETF (SCHR)? I wouldn’t mind losing 4-5% if the market rallies, but would rather put cash to work if the market keeps tanking

What’s everyone using instead of Robinhood? I just learned of WeBull recently but am not sure it’s for me.

Just FYI, if you ever miss an issue in an agreement that you don’t catch until late in the deal process, don’t try to blame it on the other side to your client. You’ll get caught.

I have been recently selected in Virtusa and in the compensation there are components like Internet reimbursement, LTA, food reimbursement.
Could anybody please help me to understand will these components be paid out to me monthly or will be only provided if i submit the proofs for the particulars.
Also is the food reimbursement offered in the form of monthly Sodexo coupons?

For all the 🐠 that switched from consulting to product, which role provided you with more tangible skills? I know I’m making some broad strokes here, but thought it might open other discussions as well

How much have you heard of Account Managers making at companies in the tech space? I'm thinking about leaving my market research company.

How does this Amazon offer look for an L5 non-tech PM role in Seattle? I’m coming in with 2 YOE as a startup PM. No MBA.

$130K base, 20 RSUs, $45K sign on over 2 years ($25/20). 1st year TC $160K.

It was extended before the recent announcement that TCs are going up but I don’t know if I’d be impacted regardless.

I have received two offers from great companies. One is a senior analyst role in the advertising industry and another is a Product manager role in the risk industry. I have 1-2 years of experience as an analyst.
The salary, benefits for both are same. I’m looking for a role that has tech and strategy designing as well and both the roles offer this.
My long term goal is to be a product manager but I want to be on the tech side as well. How do evaluate the offers?

Do product management roles transfer well across industries? For example, would a director of product management role at Visa be interesting on an application to FAANG?

I'm being asked to be involved in product pricing for the first time, and lack any knowledge or experience in that area. Any suggestions on courses or books or websites? I'm considering the Pragmatic Marketing pricing course, so would be interested to hear from anyone who has taken it.

Have an explorative call tomorrow with Amazon for a Sr Financial Specialist, Catalyst - FSI Angler. Anyone know the comp range on this?

Please share your best tips/process of building and prioritizing product roadmaps. Any templates or resources will be super helpful too.

How many hours are you all , on average, working in a day?

As product managers, what questions would you ask when interviewing a product designer?

A colleague told me today that Google separates Product Manager and Product Owner as two separate roles. I believe that one PM role is preferred in the industry and most modern software companies, especially FAANG companies, only have PMs. Just curious what others have experienced and if I'm correct in my assumption.

New to Product Owner role.

What is the max salary product owner can get in Canada! And what are the factors that determine the salary for product owner

Anyone here a Product Mgr at Cisco? Would like to connect to discuss the hiring process, and get some pointers towards prep

I am looking to product management from program management, any recommendations on books to read, courses etc

I have an interview with EY for Associate Product Manager position in Consulting. Any tips would be helpful. It’s first round and hopefully more after. Thank you for your help and suggestions.

anyone here with Salesforce and do product willing to chat?

What tool/ paid website do you use for roadmap planning? Looking for something to present to the uppers.

How do I get better at product strategy? Specifically for google PM onsite questions

Are there any good books to read from a start up perspective? I’ve reading the lean start up but would like some other recommendations

Working in a start-up and love having an impact on the product. Things have been too chaotic tho. Thinking of recruiting for a big tech company but not sure if it's for me- anyone willing to chat?