We Tried Replacing Our ATS With an AI Assistant

Alex Bonjean — Sat, 04 Jul 2026 18:45:19 +0000

We Tried Replacing Our ATS With an AI Assistant

Most hiring software feels like a database.

You store candidates.
You move them across columns.
You send emails.
You chase feedback.

But it doesn’t think.

And that’s the real problem.

The Hiring Stack Is Broken

Most teams use:

An ATS.
LinkedIn.
Email.
A scheduling tool.
Spreadsheets.
Slack.
Calendar.

Data lives everywhere.
Context lives nowhere.

Every decision requires manual effort.
Every step depends on someone replying.

Recruiters end up doing coordination work instead of hiring work.

We Asked a Different Question

What if hiring wasn’t software you click…

…but an assistant you talk to?

Instead of:

Opening tabs.
Copy-pasting requirements.
Chasing managers.
Manually screening resumes.

You could just type:

“Find backend engineers in Paris with 3+ years of experience.”

Or:

“Prepare me for this interview.”

Or:

“Compare these candidates.”

And it would understand your company, your hiring standards, and your past decisions.

That’s the direction we’re building toward with Kynto — an AI recruitment assistant designed to go beyond traditional ATS.

The Real Unlock: Context

AI without context is autocomplete.

AI with context is intelligence.

Instead of building isolated AI features, we focused on feeding the assistant:

Company documents.
Interview frameworks.
Hiring criteria.
Feedback patterns.
Internal processes.

Because hiring decisions aren’t generic.

They’re deeply contextual.

From Tools to Orchestration

Traditional ATS tools help you track.

We wanted something that:

Writes job descriptions from messy manager input.
Structures interview processes.
Runs AI pre-qualification.
Scores candidates against defined criteria.
Collects structured feedback.
Books meetings automatically.

But more importantly:

It understands why.

The Hard Part

The hardest thing wasn’t building AI.

It was designing a system that:

Doesn’t replace human judgment.
Structures it.
Supports it.
Makes it measurable.
Reduces friction.

Hiring isn’t automation.

It’s alignment.

The Shift

We’re moving from:

“Software you operate”

“An assistant that operates with you.”

That’s a very different product philosophy.

And it changes how you design everything:

UI.
Prompts.
Feedback loops.
Scoring systems.
Workflow orchestration.

What We Learned So Far

Recruiters don’t want more tools.
Managers hate filling long forms.
Alignment is harder than sourcing.
Context beats raw automation.
Scoring must be configurable.
Pre-qualification must feel fair.
Interview preparation is underrated.

Hiring software used to be dashboards

AI changes that.

The future of hiring tools isn’t better boards.

It’s conversational intelligence layered across the entire process.

We’re still early.

But the direction feels inevitable.

If you're building in HR tech, AI, or workflow automation, I’d love to hear how you're thinking about assistants replacing traditional software.

DEV Community: Alex Bonjean

We Tried Replacing Our ATS With an AI Assistant