Concepts
Use Cases
How AI Qualification plays out across Real Estate, EdTech, Healthcare, and Service Businesses.
AI Qualification in Kraya is designed to ensure that when a lead enters your pipeline you connect with them and qualify them fast and properly. Instead of your team spending time on every enquiry, the AI asks smart discovery questions (timeline, budget, decision-maker) and then hands off only serious leads to sales.
Real Estate
The Problem
- Agents often lose prospects due to delayed replies.
- Conversations stay surface-level (just price or availability).
- No clarity on timeline, budget, or decision-maker.
With Kraya
- AI asks about move-in timeline (this month, later this quarter, etc.).
- Captures if the buyer is the decision-maker or enquiring on someone else's behalf.
- Records the budget bracket.
- Hands over to the rep with full context so they can suggest matching properties.
The Outcome
- Faster slot bookings.
- Fewer no-shows with upfront qualification.
- Reps spend time only on serious buyers.
EdTech / Training Institutes
The Problem
- Enquiries often start and end with "fees first".
- No discovery on intent, career goals, or urgency.
- Leads drop out without seeing the course's value.
With Kraya
- AI asks if the lead is looking for a career switch or upskilling.
- Qualifies urgency (this month vs later).
- Shares syllabus or relevant projects automatically.
- Passes warm leads to an advisor for deeper discussion.
The Outcome
- Higher-intent conversations tied to learner goals.
- Shorter decision cycles (clear urgency).
- Better course positioning with relevant assets.
Clinics & Healthcare
The Problem
- Many leads message after hours when staff can't respond.
- No triage on urgency (pain vs routine).
- Back-and-forth delays in slot booking.
With Kraya
- AI asks if the issue is routine, pain, or follow-up.
- Captures urgency and offers 2–3 appointment slots.
- Books appointments or sets reminders — even when staff are offline (API) or during active hours (Non-API).
The Outcome
- Lower drop-offs thanks to immediate slot offers.
- Right-priority patients identified instantly.
- No phone tag — booking confirmed inside WhatsApp.
Service Businesses / Agencies
The Problem
- Agencies waste time chasing basic info.
- Many inbound leads are unqualified.
- Sales teams stretched between admin and closing.
With Kraya
- AI captures the service required (design, marketing, dev, etc.).
- Captures budget range and start timeline.
- Routes high-value prospects directly to senior sales reps.
The Outcome
- Less time wasted on casual leads.
- Better deal flow with only warm prospects.
- Stronger ROI from the same marketing spend.
Why this matters
Instead of burning hours on casual or price-only enquiries, your team gets a pipeline of context-rich, qualified leads:
- Faster conversions
- Less sales fatigue
- Higher ROI from the same marketing spend