Consort ATS

AI agents

Four AI agents under the recruiter's control

Sourcing finds candidates overnight, the interview agent records the meeting and gives an initial scorecard assessment, the calls agent makes the first call minutes after an application, the insight agent reads all the analytics and says what to do. A person confirms every result.

AI agent · Sourcing

The sourcing agent finds candidates while your team works the finalists

0/7resume database search without a recruiter
0%of profiles scored against the vacancy
limitson contact reveals, budget under control
app.consort-ats.com/agents/sourcing

Vacancy and brief

Lead Legal CounselSourcing agent

legal counsel AND (M&A OR contracts)

X-Ray: LinkedIn · GitHub

Queries ready

Under the hood

How the sourcing agent searches and why you can trust it

Queries

Queries from the brief, one set per channel

The agent reads the brief and the vacancy description and builds search queries itself: Boolean for the hh resume base, X-Ray for LinkedIn and GitHub. Queries are visible and editable; the whole team searches by one map.

  • Boolean for hh, X-Ray for LinkedIn and GitHub
  • Stop words and synonyms from the brief
  • Queries are saved in the vacancy and reused
app.consort-ats.com/vacancy/search-map
Brief: legal counsel, M&A 5+ years, English C1, Tashkent
hh · Booleanlawyer AND (M&A OR "merger deals") NOT assistant
LinkedIn · X-Raysite:linkedin.com/in lawyer "M&A" Tashkent
hh · synonyms(corporate lawyer OR legal counsel) AND due diligence
3 queries · 200 resumes deep per night
Scoring

A percentage with reasons for every profile

Every profile is compared with the vacancy requirements. Next to the percentage you see what matched and what is missing: experience, language, salary range, location. The recruiter decides by the reasons; the number is only a hint.

  • Vacancy and brief requirements as criteria
  • Pros and cons for every profile
  • Selection threshold is set per vacancy
app.consort-ats.com/agents/sourcing/profile
91%Nilufar S.Legal counsel · 7 years · Tashkent
M&A: 4 deals in 3 years
English C1, LL.M.
Fine with office 5/2
Salary expectations 10% above range
41%Oleg P.skipped: no M&A experience, contracts only
Control

Limits, budget and the morning digest

Opening contacts costs money, so the agent has a daily limit and a fit threshold below which it does not open contacts. By 08:00 the digest is ready: who was found, who is already in the funnel, what it refined after your edits.

  • Daily contact limit and fit threshold
  • Rejected a profile: the next search is sharper
  • Digest in the morning, no notifications at night
app.consort-ats.com/agents/sourcing/digest

Contact limit for today

6 / 10

fit threshold: 80%

Digest · 08:00

200 resumes reviewed
31 fit · above 85%: 5
5 in the funnel · 6 contacts opened
Query refined after 2 rejections
Rejected a profile without M&A → M&A is required

AI agent · Interview

The interview agent handles recording and scoring, the recruiter leads the talk

0%of the call transcribed by speaker
assessmentinitial, by the scorecard, ready by the end of the call
humanconfirms every single score
app.consort-ats.com/agents/interview

Online interview

Assem K. · recruiter
Maria G. · candidate
REC27:14 Agent records video

Recording stays in the card: rewatch the candidate, reactions and answers, at any moment

After the call

What the interview agent leaves for the recruiter and the manager

Recording

Recording with a map of the conversation

You see who spoke and when: speaker cards light up as the recording plays. Key moments are pinned on the timeline in three colours: fact, check, red flag. A click on a moment seeks the recording and opens the right place in the transcript.

  • Speakers recognised by meeting participant name
  • Three kinds of markers right on the scrubber
  • Transcript by role: candidate and interviewers
app.consort-ats.com/interview-agent/recording
Maria G. · candidateREC12:40 / 27:14Asem K. · recruiter
04:12Led an M&A deal for 4 months: two entities, parallel audit
08:55Switched to English without preparation: C1 confirmed
12:40Start date: says 2 weeks, the CV shows a contract until quarter end
19:05Salary expectations 20% above the brief, open to discuss

12:40 · Candidate: I can start in two weeks, but by contract I need to close the quarter, negotiable.

Summary

Scorecard, summary, flags and risks

After the interview the agent gathers the results in one place. Scores for every criterion of the vacancy scorecard, hard and soft separately, and the fit percentage computed from them. A short candidate summary. Green and red flags from the conversation. Hiring risks with a plan for the offer and for onboarding. Salary expectations against the range. And motivation across seven factors, to know what will keep the person.

  • Scores by the vacancy scorecard criteria, not by general impression
  • Green and red flags tied to the moment in the recording
  • Risks with an action plan for hiring and onboarding
app.consort-ats.com/interview-agent/summary
82%

fit to the vacancy

A strong M&A lawyer with confirmed English and complex deal experience. Fine with office 5/2. Salary expectations above the range, start date depends on closing the quarter.

Hard · scorecard84%
M&A deals
Due diligence
Corporate law
English
Soft · scorecard76%
Negotiation
Communication
Working under pressure
Green flags 4 M&A deals in 3 years English confirmed at the interview Leaving for growth, no conflict
Red flags Salary expectations 20% above the range Contract until quarter end
Risks and what to do
Start date: contract until quarter endat hiringfix the date in the offer, agree on a partial start
Salary above the rangeat onboardingreview after 6 months by results, deal bonus
Salary expectations: 27M · range up to 25M · open to discuss
Motivation · 7 factorsstated herself: growth, recognition, team
Professional88Recognition80Social71Meaning64Bonuses58Hedonistic35Negative experience22
Public-sector experience: no data
Comparison

Candidate comparison and report

Up to five candidates side by side on the same criteria. The agent's verdict shows right on the card in the funnel. For the hiring manager a PDF profile is assembled in the company's colours: summary, scores, motivation, risks.

  • Up to 5 candidates in one comparison
  • Agent verdict on the candidate card in the funnel
  • Branded PDF profile for the hiring manager
app.consort-ats.com/interview-agent/compare
82%Maria G. agent's pick
67%Dmitry K.
54%Alisher T.
Hard · scorecard
M&A deals
Due diligence
English
Soft · scorecard
Negotiation
Communication
Salary expectations27M24M22M
Start datequarter end2 weeksnow
Red flagsnone1none
Agent's verdict: Maria G.: stronger on hard and soft; close the start-date risk with a date in the offer
up to 5 candidates side by side PDF for the manager

AI agent · Calls · pilot

The first call to a candidate minutes after the application

0 minfrom application to the first call
0%of new applications get a call, no backlog
a persondecides on every doubtful answer
app.consort-ats.com/agents/calls

Outgoing call

Dilnoza R.

Cashier · Central Mall

00:12
language: Uzbek Connected

In detail

What the calls agent can do

Scenarios

More than the first call

The screening call after an application is the main scenario, not the only one. The agent calls back those who did not pick up, reminds about the meeting the evening before and two hours ahead, offers a new time if the candidate cannot make it and asks why if they did not show up. Each scenario is switched on separately.

  • Screening call 5 minutes after the application
  • Callbacks on schedule, up to 3 attempts
  • Meeting reminder and re-offering a time
app.consort-ats.com/agents/calls/scenarios
Screening call after applicationin 5 minon
Callback when unreached3 attempts · 15:00, 18:00on
Meeting reminderthe evening before and 2 h aheadon
No-show: new timesame dayoff
Rules

A script from the questionnaire and rules of the conversation

Nobody writes the script by hand: it is built from the vacancy questionnaire and the hiring manager's brief. The agent speaks the candidate's language, calls only during working hours, warns about recording and hands the recruiter everything it could not score itself.

  • Questions and expected answers from the vacancy questionnaire
  • Company working hours and quiet hours
  • A doubtful answer goes to the recruiter with the recording
app.consort-ats.com/agents/calls/settings
LanguageRussian · Uzbek
Working hours09:00 – 20:00, weekdays
Call attempts3, 3 hours apart
Recordingwith consent at the start of the call
Doubtful answerto the recruiter, with a clip

Script · from the vacancy questionnaire

Ready for a 2/2 shift schedule?
Have a valid health certificate?
When can you start?
to the recruiter, with a clip
Result

A result for every call and for the whole campaign

After the call the candidate card gets a Call tab: score, quotes, transcript, recording, what the agent decided and why. Per vacancy you see how many were reached, how many passed and how many booked a meeting.

  • Score, quotes and recording in the candidate card
  • Route: slot, recruiter or a rejection with a reason
  • Calling summary per vacancy
app.consort-ats.com/vacancy/calls

78%

reached

61%

passed

44%

booked

3:40

avg call

Applications120
Reached94
Passed the questions73
Booked a slot53
12 doubtful answers with the recruiter

AI agent · Insights

The insight agent reads all the analytics and says what to do

All analyticsevery number the company counts can be pulled together, compared and turned into advice
0 hfreshness of conclusions, refresh on demand in one click
0 clickto mark an insight useful or not: the agent learns
app.consort-ats.com/analytics/insights

Agent sources

Open

14

TTF

31 d

CPH

$203

eNPS

+9

Funnel

48031019052

Load

Asem14Dilshod4Nodira9

Vacancies

Cashier47 dLegal counsel22 dMerchandiser31 d

Manager decisions

Legal dept6 dRetail1 dLogistics2 d

Open

14 · 3 over SLA

TTF

47 d · target 30

CPH

$71 vs $94

eNPS

+9 newcomers

questionnaire → meeting 38% · was 52%

61%43%38%

Asem 14 · Dilshod 4 · imbalance ×3.5

AsemDilshodNodira

3 over SLA · 7 tasks overdue

CashierSLA +17dLegal counselSLA okMerchandiserSLA +1d

decision 6 days · limit 2

Legal dept+4dRetailokLogisticsok
collectedcollectedcollectedcollectedcollected
Dashboard · 12 KPIsFunnel · 6 milestonesCost · CPH $203Team · 8 recruitersSLA and tasks · 3 over SLA · 7 overdueVacancy · Cashier

Metrics collected · period: 30 days

In detail

What the insight agent sees, how it thinks and how it helps the manager

What it reads

Everything the company counts

The agent is not limited to one tab. It sees every number in the system: dashboard indicators, the funnel by milestones, sources and cost per hire, team load and activity, analytics of every vacancy, SLA deadlines and tasks, hiring manager decisions, retention and newcomer eNPS. The system computes, the agent reads ready metrics: candidate names and personal data never reach the model.

  • Any metric in the system is available to the agent with no setup
  • Same period and filters the person picked on screen
  • Aggregates go to the model, not personal data
app.consort-ats.com/analytics

Dashboard

12 indicators

Funnel

6 milestones · conversions

Sources and CPH

$203 · 5 channels

Team

8 recruiters

Vacancies

14 open

SLA and tasks

3 · 7

Managers

days to decision

Retention

0–3 months · eNPS

all 8 areas read · period 30 days
no names or personal data
How it thinks

Rule, fact, conclusion, action

Rules that do not depend on AI run first: a vacancy open longer than target, a gap between funnel stages, load imbalance, overdue tasks, an eNPS drop. On top of the facts AI writes short conclusions: strengths, risks, trends and actions, each linked to a metric. A conclusion is kept for a day, refreshed on demand, and your "useful" or "not" changes the next ones.

  • Rules always run, even without AI
  • Every conclusion references a specific metric
  • Usefulness feedback learns: conclusions get sharper
app.consort-ats.com/analytics/insights
Ruleopen 50% longer than target
FactCashier: 47 days against a 30-day target risk
Conclusionthe flow leaks between questionnaire and meeting: 38% against 52% company-wide
Actionadd evening slots, 70 people did not confirm daytime ones
ttfquestionnaire → meetingslotsrefreshed today · 08:30 useful
Manager's assistant

Keeps the head of recruiting informed

The manager does not have to walk through tabs. The agent assembles the hiring picture across the company: what is open and for how long, where SLA is broken, which tasks are overdue, which hiring managers are late with decisions, which recruiters are overloaded. It compares vacancies, recruiters, departments and managers with each other and highlights where to look first.

  • Company hiring digest with no manual collection
  • Comparisons between vacancies, people and departments
  • Escalations: what is on fire and whom to write to
app.consort-ats.com/analytics/digest

Hiring across the company · week 38

Open vacancies14

+2 this week

Over SLA3

Cashier, Merchandiser, Analyst

Overdue tasks7

5 with Asem

Manager decisions6 d

Legal dept, limit 2

Comparison

Application → meeting conversionRetail 44%Logistics 29%
Load per recruiterDilshod 4Asem 14
Escalate: Legal dept, decision on 2 finalists

What it gives the business

Agents take the routine, people make decisions

What changes when sourcing, the first contact, interview breakdowns and analytics reading are done by agents under human control.

Team load

The team stays lean as the flow grows

The sourcing agent searches and scores overnight, the calls agent takes the first contact, the interview agent writes the breakdown. Recruiters are busy with meetings and decisions.

Shown by:Scored profiles, calls within minutes, recruiter hours per stage

Expertise

The recruiter becomes an expert

Sets the brief and parameters, reads the vacancy analytics, checks the agent's scores against their own by scorecard. Scoring is objective and explainable to the hiring manager.

Shown by:Share of interviews by scorecard, score agreement

Objectivity

An objective assessment you can trust

Every agent score is per competency with quotes from the conversation; the recruiter confirms or edits. The hiring manager gets a candidate comparison and a report.

Shown by:Candidate comparison, decision time

Control

Insights arrive by themselves

The insight agent reads all company analytics, compares vacancies, recruiters and departments, consolidates SLA and tasks and keeps the head of recruiting informed.

Shown by:Weekly digest, deviations, SLA

Consort Group has been in recruiting since 1992. We close vacancies in this system ourselves every day, so every feature is proven on live hiring

Discuss which routine to hand to the agents
60 minutes live

Agents on your vacancy

We give the sourcing agent your brief and show the first batch of candidates and an interview breakdown with scores

Expert15 min
Mass15 min
Analytics15 min
we start with yoursAgents15 min

Family rules

The same rules for every agent

One scorecard

Criteria are set in the vacancy and are the same for the recruiter, the manager and the agent.

AI proposes. A person decides

The recruiter edits scores and confirms the result. The agent learns from that edit.

Never makes things up

If there was no answer, the agent writes that there is no data. No guesses, no nice-sounding filler.

Runs on the system's data

Vacancy, brief, scorecard, candidate history. Nothing to copy over by hand.

What every company gets without a subscription

a few runs per week are free

Three AI helpers that prepare texts for the recruiter: not agents yet, but already saving hours.

  • Vacancy pitch: a short message that tells the candidate why the role is worth a look, written from the vacancy description
  • Interview scorecard: the criteria, target answers and red flags to score candidates against, generated from the role
  • Candidate brief: a summary of experience and motivation compiled from the resume and notes before the interview

What an agent subscription adds

switched on for the whole company

The agent starts acting on its own inside your process, and the helpers above become unlimited.

  • Unlimited pitches, scorecards and candidate briefs
  • The agent works itself: joins interviews, calls candidates, searches the resume base overnight
  • After the interview: full summary, comparison of up to 5 candidates, PDF report for the hiring manager

Let's start

Run the agents on your own vacancy

We give the sourcing agent your brief, show the first batch of scored candidates and an interview breakdown by scorecard. Decisions stay with people.

1Agents presentation2Test on your vacancy3Connection

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