Inside Maki's AI recruiting agent engine: how it works

The war for talent is relentless. Traditional hiring is slow, inefficient and built for a world that no longer exists. AI is not just improving recruitment, it is reinventing it from the ground up. Maki's AI-driven hiring system does not just assist recruiters. It executes, evaluates and adapts in real time, turning hiring from a fragmented process into an intelligent, high-velocity operation.

At the heart of this transformation is Maki's autonomous AI recruiting agent: an end-to-end hiring engine that operates without human intervention, engaging candidates, screening intelligently and moving the best talent forward. No waiting. No friction. Just seamless, AI-powered hiring that moves at the speed of business.

What is an AI recruiting agent?

An AI recruiting agent is software that runs a hiring workflow on its own. It talks to candidates, asks and evaluates screening questions, answers their questions and books interviews, without a recruiter triggering each step. The classic definition of an intelligent agent, set out by Wooldridge and Jennings in 1995, rests on four properties: autonomy, social ability, reactivity and pro-activeness. Maki's agent is built around all four.

An autonomous agent that works like a hiring expert

Traditional hiring is reactive. Maki's AI recruiting agent is proactive, autonomous and intelligent. It does not just automate tasks. It orchestrates the entire candidate experience, responding dynamically to candidate input and making real-time hiring decisions.

From the moment an applicant interacts with Maki, the agent takes control. Our agent:

• Engages instantly via personalised chat or phone interactions.
• Presents the role and company context, adapting its messaging to candidate needs.
• Asks scientifically validated screening questions, adjusting dynamically based on responses.
• Evaluates answers in real time, probing deeper when needed.
• Handles candidate questions seamlessly, providing instant, company-approved answers.
• Schedules interviews with zero back-and-forth, the job of Kumi, our AI interview scheduling agent.

By the time a recruiter steps in, they are talking to a fully vetted, high-intent candidate, not drowning in unqualified CVs.

Precision screening that adapts in real time

Maki's AI recruiting agent does not rely on rigid questionnaires or pre-set filters. It adapts dynamically, just as a human recruiter would. If a candidate mentions specific expertise, the AI pivots: digging deeper, verifying skills and identifying strengths beyond what a CV reveals.

This is not checkbox hiring. It is intelligent, evidence-based decision-making at scale, powered by AI that continuously refines its approach based on each interaction. Our science page explains how those screening questions are built, validated and audited.

The technology under the hood

Maki's AI is not just smart. It is built for speed, accuracy and global scale. Here is how the AI recruiting agent architecture fits together.

Speech recognition. With Deepgram-powered speech recognition, spoken responses are instantly transcribed and understood.

Real-time streaming. LiveKit ensures real-time streaming, reducing latency to the minimum and allowing conversations to flow naturally: no lag, no awkward pauses, just instant, high-speed interactions that keep top talent engaged.

Reasoning. At the core of our AI-driven decision-making is Mistral 3, a cutting-edge French LLM that processes responses in real time, dynamically generating role-specific follow-ups that keep conversations fluid and relevant.

Voice. AI-generated speech via Eleven Labs ensures interactions feel human-like, engaging and natural.

Evaluation. To continuously optimise and evaluate our models, we use Langfuse, allowing us to fine-tune performance and ensure our AI operates at peak efficiency.

Channels. Candidates engage where they feel comfortable. Maki's agent meets them there, delivering flawless interactions across web, phone and messaging platforms such as WhatsApp, integrated via Twilio and the Meta API. Wherever candidates are, Maki is there.

This agent is one part of the full Maki agent stack.

Why it matters for recruiters and candidates alike

AI-powered hiring is not just an upgrade. It is a competitive edge.

Candidates experience a seamless, high-touch process without long wait times or unanswered questions. Engagement skyrockets and drop-off rates plummet.

Recruiters eliminate the grunt work. No more tedious screenings, repetitive scheduling or chasing unresponsive candidates. Instead, they focus on what matters: making high-impact hiring decisions.

Hiring cycles shrink from weeks to days. The companies that move fastest secure the best talent. With Maki, recruiters are not just keeping up. They are leading the charge.

The future of hiring has only just begun

This is not a glimpse of what is coming. It is happening now. AI is already transforming talent acquisition, and Maki is at the forefront, building an ecosystem where recruiters are empowered, candidates are engaged, and hiring is frictionless, intelligent and unstoppable.

The companies that put an AI recruiting agent to work today will define the future of work. Those that do not will fall behind.

Maki is ready. The revolution is here. Are you moving at the speed of AI?