What size company is this built for?
Most engagements fit companies between 20 and 500 people - large enough to have real workflows and budget, small enough to make decisions without committee-by-committee approval. Outside this range, we may still be a fit for specific functions or leadership programmes; the Discovery Call is where we work that out together.
How is this different from a Big-4 or boutique AI consultancy?
Three differences. One, we use a deliberately small, stable tool stack you can own: no proprietary platform, no vendor lock. Two, we install workflows alongside your team rather than delivering them as a black box. Three, Vinay has personally operated four companies and run marketing functions for seven MNCs - this is advisory from someone who has built, not advisory from theory.
Will you sign an NDA before the Discovery Call?
Yes, on request. The Discovery Call itself does not require detail you would consider sensitive - we are mainly understanding your operating context and your goals. For scoping and engagement, full NDAs are standard.
Do you guarantee specific business outcomes?
No. We guarantee the deliverables in the scope - the workflows installed, the SOPs written, the dashboard built, the team trained. What we will not do is invent outcome guarantees that depend on factors outside our control - your market, your team's adoption discipline, your existing data infrastructure. Anyone offering guarantees beyond deliverables is, in our view, either inexperienced or dishonest.
What tools do you typically use?
For most engagements: Claude (primary reasoning), ChatGPT (specific workflows), Pabbly Connect (automation), Nano Banana Pro (image and asset generation), plus your existing stack (Google Workspace, Notion, Slack, your CRM). For technical teams, we may bring n8n into scope. We do not chase shiny new tools; stability beats novelty in production.
Can you work with our existing AI vendor or platform?
Often, yes. We will tell you honestly during scoping whether your existing platform is helping or quietly hurting your adoption. We will not break a working relationship for no reason - but we will not pretend to like something that isn't serving you.