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Use case

AI lead qualification that puts the best leads first

Not every enquiry deserves the same response. We combine clear rules with AI to assess fit and intent, so your team spends time where it counts.

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The problem

What goes wrong today

Sales teams treat every lead the same or rely on gut feel. High-intent buyers wait while low-fit enquiries take up valuable time.

The solution

Before and after

Illustrative flow. We design the specifics around your customers, team and tools.

Today
  1. Every lead enters the same queue
  2. Reps read each enquiry manually
  3. Priority depends on who is looking
  4. Good leads wait behind poor-fit ones
With Enkratis
  1. AI reads the enquiry and its context
  2. Fit and intent assessed against your criteria
  3. High-priority leads fast-tracked
  4. Others nurtured automatically

How it works

The building blocks

01

Criteria design

Fit and intent defined with your sales team, not in isolation.

02

AI assessment

Language models read free-text enquiries and extract intent signals.

03

Transparent tiers

Scores and reasons reps can see and challenge.

04

Feedback loop

Won and lost outcomes refine the criteria over time.

Business impact

What it should improve

  • Sales time focused on the most promising leads
  • Consistent qualification across the team
  • A better experience for high-intent buyers
  • Criteria that improve with evidence
Relevant for

Who this is for

Part of

AI Agents & Assistants

AI that researches, qualifies, answers and drafts inside your workflows.

Explore the solution

FAQ

Frequently asked questions

Can’t find your question? Ask us directly.

Is AI scoring a black box?

It should not be. We show the reasons behind each score so your team can trust or challenge it.

Do we need lots of historical data?

No. We can start with clear rules and AI reading of each enquiry, then refine as outcomes accumulate.