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Kit and Metaview

Kit takes the brief from the manager first.

Speak to Kit is an AI hiring system built for quality of hire: hiring people who deliver impact in their first 12 months. Metaview is designed to improve the hiring process: it takes notes in interviews, and now screens applicants too.

Kit starts with the outcome, not a job spec: the 12-month impact the hiring manager wants.

What Metaview is designed for, in its own words

The platform

“Metaview is the Agentic Recruiting Platform built for radically efficient hiring, end to end.”
metaview.aiRead 28 Oct 2026

Interview notes

“AI notetaking made for interviews and hiring teams.”
metaview.aiRead 28 Oct 2026

Screening

“Screening is the voice agent that speaks with every candidate and scores each call against your rubric.”
metaview.aiPublished 3 Sep 2026

Based on Metaview's own public description, October 2026.

How Metaview builds a screen

  • “You build a screen for each job, candidates take the interview from their browser whenever suits them...”
  • “Attach a job description and any context about what you're looking for, and Metaview drafts an interview plan...”
  • “...assesses each answer against a rubric you write.”

Metaview help centreRead 28 Oct 2026

With Kit

Your team signs it off before Kit speaks to anyone.

Kit writes four things, in the manager's words. A picture of the top performer. The standard every applicant is measured against. The advert. And what a CV won't show you.

Already offered Metaview's screener?

Both speak to every applicant and score each one against a standard. Kit is built around the hiring outcome in three places.

  1. 01 · Who sets the standard

    Managers' input builds the top-performer scorecard, and talent controls the process.

  2. 02 · What Kit asks

    Kit speaks to everyone at the point of application to discuss the way they work. It spots top performers the way a recruiter would if a recruiter could call 200 people for each job.

  3. 03 · After the hire

    Every hire you make with Kit makes the next one better.

Where Kit sits.

Kit runs from the brief to the shortlist. Your people interview the people Kit recommends.

  1. Brief (Kit)

    The manager's top performer, in their words.

  2. Apply (Kit)

    Wherever they come from, Kit speaks to them when they apply.

  3. Shortlist (Kit)

    Kit recommends. Your people decide.

  4. Interview (Your people)

    Your people interview the people Kit recommends.

  5. The goal

    What a top performer delivers in their first 12 months.

Apply

Every source, assessed the same way.

Every applicant, from any source (LinkedIn, the company site, internal referral, online sourcing, agencies), is scored against the same top-performer rubric.

Interview

Your first call starts where the phone screen used to end.

Right to work, salary, notice period, days in the office. In writing, next to the CV. You still make the call.

“You cannot talk to everyone, so you start screening CVs, and quite often you just miss out on good candidates whose CV didn't stand out.”
Svetlana Tarnagurskaja, founder and CEO, Dot Collective
Metaview and Speak to KitMetaview is designed to improve the hiring process. Speak to Kit is designed to improve the hiring outcome.

Speak to Kit is an AI hiring system built for quality of hire. The hiring manager says what a top performer delivers in their first 12 months, Kit speaks to every applicant about the way they work, and the hiring team sees who to meet, and why. How Kit works, step by step.

Which to choose

Choose Metaview if you want to improve your hiring process. Metaview is designed for that: it calls itself "the Agentic Recruiting Platform built for radically efficient hiring, end to end." Its notes are "AI notetaking made for interviews and hiring teams.", and it says "Screening is the voice agent that speaks with every candidate and scores each call against your rubric."

Choose Speak to Kit if you want to improve your hiring outcome: the impact of the person you hire. Speak to Kit is designed around what a top performer delivers in their first 12 months, who is still delivering a year later, and, on the Talent and Enterprise plans, a check-in on every hire at 30 days, 90 days and a year.

Designed to

Metaview

Improve the hiring process: "radically efficient hiring, end to end."

Speak to Kit

Improve the hiring outcome: the impact of the person you hire.

Interviews

Metaview

"AI notetaking made for interviews and hiring teams."

Speak to Kit

Speaks to applicants before the interview. Your people run the interviews.

Screening

Metaview

"...speaks with every candidate and scores each call against your rubric."

Speak to Kit

Speaks to every applicant about what the hiring manager says a top performer delivers in 12 months.

The standard

Metaview

"...assesses each answer against a rubric you write."

Speak to Kit

Written from the hiring manager's top performer profile, and signed off before Kit speaks to anyone.

Process and outcome

A hiring process is the steps from advert to offer: the screen, the interview, the notes, the shortlist. A hiring outcome is what the person hired goes on to do. Speak to Kit is designed for the second: does the person succeed, do they stay 12 months, are they accepted by the team.

Both matter, and a better process can lead to a better hire. Speak to Kit starts at the other end, with what the hiring manager wants the person to have delivered a year from now, and works back to who to meet.

“In reality, the thing that we are looking to describe to businesses is impact over 12 months.”
Dan Halstead, founder, Speak to Kit

Where the standard comes from

A rubric written from a job spec starts with the job description. Kit starts with the outcome. With an ATS linked, the hiring manager gets an email or a Teams message with a top performer profile already written for the role. They refine it, and Kit works against it.

From that profile Kit writes one question with a good answer and a great one. Every applicant gets the same question, asked in a way that fits their experience. The manager can change any word before Kit speaks to anyone.

What the research says about structure

Sackett, Zhang, Berry and Lievens re-checked decades of studies in 2022. A structured interview, with the same questions scored the same way, is now the best single predictor of how someone will do in a job. It scores .42, against .19 for an unstructured chat.

Structure has degrees. Huffcutt and Arthur found the least structured interviews scored .20 and the most structured .57. And the first few minutes of small talk can decide more than they should: in Barrick, Swider and Stewart's 2010 study, early rapport shaped the interviewer's final rating at .42.

Kit asks every applicant about the same things, keeps asking until it has their fullest answer, and scores the conversation, not the CV.

What it gives a recruiter back

At Rhaelm, 66 of the 70 applicants who started a call with Kit finished it. The recruiter added up the conversation time Kit had held on one role.

“18 and a half hours in a timeframe where I wouldn't have had 18 and a half hours to do that. That on one role is worth its weight in gold.”
The recruiter at Rhaelm

After the hire

The outcome is counted after the hire. Kit learns each time a company hires. On the Talent and Enterprise plans, Kit checks in at 30 days, 90 days and a year to ask who is doing well, who stayed and who grew, and that goes into the next profile for the team. Early on, the company sees how often its hiring managers agree with Kit's recommendations and how many interviews each hire took.

Kit recommends. Your people decide. Every conversation is recorded, so the hiring team can read exactly what was asked and answered.

What Kit asks about: the way each person works

Kit asks where a person was at their best, and why. It asks what got in the way, what they did about it, and whether the hard part of this job is work they enjoy. Recruiters who had done the job for twenty years taught Kit what to ask, then listened to its calls and corrected it.

Applicants can speak to Kit by phone or in writing, whenever suits them, for as long as they need. Most conversations take 15 to 20 minutes. Kit reads back what it heard, so the applicant can correct anything before the team sees it.

What one person's impact is worth

The person hired is where the value sits. As a floor, Schmidt and Hunter found a better-than-average person is worth at least 40% of salary a year more than an average one. In a job paying £60,000, someone in about the top sixth is worth at least £24,000 a year more. It is a rule of thumb, not a measured figure for any one job.

Senior executives at 35 large US companies told McKinsey in 2001 that a high performer adds 40% more productivity in operations and 67% more revenue in sales. That is what executives believe, not a measurement, though it sits close to the measured gaps.

Running both

Some teams will want notes from the interviews they run themselves as well as a first conversation with every applicant. The two jobs sit at different points: Kit before the interview, a notetaker during it. Kit's notes, transcript and recommendation land on the candidate's record in the ATS, where the rest of the hiring team already works.

What it is worth

A better process is counted in hours saved. A better outcome is counted in who is still delivering a year later. A team's rubric measures what the team asks. Speak to Kit measures what a top performer delivers in 12 months, then, on the Talent and Enterprise plans, Kit checks in on every hire at 30 days, 90 days and a year, so a company can count first-year leavers. That's where the money is: in UK small firms 16 in 100 new hires leave within their first year, at about £51,000 each on an £80,000 salary. For example, an airline software company hiring about 500 people a year has about 80 first-year leavers, costing about £2.2 million a year. Halving that would be worth about £1.1 million a year (estimate).

How one failed hire costs about £51,000

What people ask.

Should I choose Metaview or Speak to Kit for quality of hire?

Metaview is designed to improve the hiring process. It describes its interview notes as "AI notetaking made for interviews and hiring teams" (metaview.ai, read 28 October 2026), and its screening as a voice agent that scores each call against a rubric you write. Speak to Kit is designed to improve the hiring outcome: the impact of the person you hire. Speak to Kit is an AI hiring system built for quality of hire: hiring people who deliver impact in their first 12 months. Each hiring manager says what a top performer delivers in their first 12 months. Speak to Kit speaks to every applicant about the way they work, then recommends to the hiring team who matches it, and why. On the Talent and Enterprise plans, Speak to Kit checks in at 30 days, 90 days and a year to ask how each hire is doing: who is doing well, who stayed, who grew. It's part of a top performance hiring model built with each company, with bespoke professional services, and what it costs is agreed with each company. It isn't part of the Try Kit plan. Choose Metaview to improve interview notes and screening against a rubric you write. Choose Speak to Kit if the priority is the impact of each new hire, measured over the first 12 months.

What is the difference between improving the hiring process and the hiring outcome?

The hiring process is the steps from advert to offer: screening, interviews, notes and the shortlist. The hiring outcome is what the person hired goes on to do. Speak to Kit is designed for the outcome. Each hiring manager says what a top performer delivers in their first 12 months, Kit speaks to every applicant about it, and on the Talent and Enterprise plans Kit asks at 30 days, 90 days and a year how each hire is doing, so a company can count who is still delivering a year later.

How does Speak to Kit measure the impact of a hire?

On the Talent and Enterprise plans, Kit asks at 30 days, 90 days and a year how each hire is doing, set against what the hiring manager said a top performer delivers in their first 12 months. The answers go into the next profile for that team. A company can count first-year leavers among people hired through Kit against the hires before. In UK small firms, 16 in 100 new hires leave within their first year (Project Brains survey, reported by HRreview, April 2024).

Is Speak to Kit an alternative to Metaview?

Yes, for screening. Both speak to every applicant and score each one against a standard. Speak to Kit differs in three places: who sets the standard (the manager's input builds the scorecard and talent controls the process), what Kit asks (the way each person works), and what happens after the hire (Kit learns each time a company hires). Kit recommends. Your people decide.

How does Kit fit with our ATS?

Kit works inside your ATS. Speak to Kit links to Greenhouse, Workday, SAP, Pinpoint, and any other ATS with an API. It all lands on the candidate's record.

Metaview is a trademark of its owner. Speak to Kit is not affiliated with Metaview. Details from Metaview's public pages, October 2026. Tell us if anything has changed.

Speak to Kit.

Try it on a real role you're hiring for.