Builders Pitch Fest 2026 · HR Automation Agents

Your AI Workforce
for HR

TalentFlow AI deploys specialised AI agents across recruitment, onboarding, employee experience, workforce development and HR operations — helping HR teams work faster while keeping humans in control of every employment decision.

Demo access · demo@talentflow.ai · Demo@2026 — four role-based dashboards, seeded with 50 employees and 50 candidates

Complete employee lifecycle coverage
Workforce RequirementJob CreationCandidate ScreeningInterviewHiringOnboardingEmployee SupportPerformanceLearningRetentionOffboarding
The problem

HR platforms today are systems of record. The work still lands on people.

An HRMS stores the requisition. It does not write the job description, read 200 CVs, prepare the interview, chase the documents or answer the same leave question for the fortieth time. That work is where HR capacity goes — and where hiring speed and employee experience are lost.

23 hrs
per week

lost to writing job descriptions, reviewing CVs and shortlisting for a single technical requisition.

44 days
average

from requisition to signed offer — most of it waiting on coordination, not on decisions.

60%
of HR tickets

are repeat policy questions that already have a documented answer.

11 systems
typical stack

holding employee data that nobody can query in one place when a decision is due.

The solution

A system of action: sixteen specialised agents, one coordinator, humans on every decision.

1

Understands the request

Type "Recruit a Senior DevOps Engineer for Dubai with Kubernetes, AWS and Terraform." The Coordinator classifies intent, extracts role, location and skills, and builds an execution plan.

2

Coordinates the work

Workforce Planning validates the role. The JD Agent drafts it with weighted criteria. Screening scores every candidate on those same weights. Interview Intelligence writes the guide. Onboarding stages the programme.

3

Stops at the decisions

Publication, shortlisting, rejection, hiring, offers, ratings and promotions are gated. The agent presents the evidence; a named human approves, rejects, modifies or asks for more.

The agent workforce

Sixteen agents, four functions

Each agent owns a narrow, well-defined slice of HR work, with its own inputs, outputs and guardrails. The Coordinator composes them into workflows.

Orchestration

HR Coordinator Agent

Interprets any HR request in natural language, decomposes it into a plan, routes work to specialist agents, holds task state, aggregates results and escalates every sensitive decision to a named human approver.

Talent Acquisition

Workforce Planning Agent

Turns a business change or capacity signal into a defensible hiring plan: which roles, which skills, what seniority, what priority and why.

Talent Acquisition

Job Description Agent

Drafts a complete, inclusive, bias-checked job description with explicit weighted evaluation criteria that later drive candidate scoring.

Human approval gate
Talent Acquisition

Email Intake Agent

The first stage of candidate acquisition. Watches the recruitment mailboxes, detects genuine applications, extracts the CV securely and starts the intake pipeline — turning an inbox into structured, screened applications with no recruiter keystrokes.

Talent Acquisition

Document Processing Agent

Treats every inbound attachment as untrusted. Validates type, signature, size and content shape, quarantines anything suspicious, and extracts text without ever executing the file.

Talent Acquisition

Résumé Parsing Agent

Converts a CV into a structured, comparable candidate profile — identity, experience, skills, certifications, education, projects and availability — with a confidence score on the extraction itself.

Talent Acquisition

Candidate Profile Agent

Maintains one profile per person. Detects returning applicants across five signals and links a new application to the existing record instead of fragmenting the candidate history.

Talent Acquisition

Job Matching Agent

Determines which vacancy an application is for, in a fixed priority order — stated intent first, inference last — and refuses to guess when confidence is low.

Talent Acquisition

Talent Acquisition Agent

Owns requisitions and the candidate pipeline: parses CVs, extracts structured skills and experience, and builds comparable candidate profiles.

Talent Acquisition

AI Resume Screening Agent

Scores every candidate against the approved job description using the same weighted criteria, and explains each component of the score with evidence.

Human approval gate
Talent Acquisition

Interview Intelligence Agent

Generates a tailored, structured interview guide from the job description and the specific candidate profile, targeting evidenced strengths and identified gaps.

Talent Acquisition

Interview Evaluation Agent

Synthesises interviewer ratings and notes into a structured, comparable evaluation with a reasoned recommendation — which a human then accepts, modifies or overrides.

Human approval gate
Talent Acquisition

Interview Scheduling Agent

Finds workable interview slots against interviewer availability, books the meeting and keeps candidate status in sync.

Talent Acquisition

Offer & Onboarding Agent

Drafts the offer, then converts an accepted offer into a fully sequenced onboarding programme across HR, IT, compliance and the hiring manager.

Human approval gate
Employee Experience

HR Helpdesk Agent

Answers employee HR questions from the governed policy knowledge base using retrieval-augmented generation, always citing the source policy and version.

Employee Experience

Leave Management Agent

Converts a plain-language leave request into a validated, conflict-checked request routed to the correct approver.

Human approval gate
Workforce Intelligence

Performance Management Agent

Prepares evidence-based review packs for managers: goal attainment, strengths, development areas and next-cycle objectives.

Human approval gate
Workforce Intelligence

Learning & Skills Agent

Maintains the live skill graph, computes the distance between an employee and a target role, and builds a sequenced personal learning roadmap.

Workforce Intelligence

Employee Engagement Agent

Reads anonymised feedback at aggregate level and surfaces the themes moving organisational sentiment, without ever re-identifying an individual.

Workforce Intelligence

Retention Risk Agent

Flags where the organisation is likely to lose capability, using only explainable, work-related indicators — as an input to a human retention conversation.

Employee Experience

Offboarding Agent

Runs a clean, auditable exit: interview, assets, access revocation, knowledge transfer, payroll and documentation, with live completion tracking.

How it works

One request, seven agents, two approval gates

This is the live demo workflow. Every step below runs in the deployed prototype against seeded data — the scores, the questions and the onboarding plan are generated, not screenshots.

01
HR Coordinator

Classifies intent, extracts role · location · skills, builds the plan.

02
Workforce Planning

Validates the role against capability gaps and sets hiring priority.

03
Job Description

Drafts the JD with five weighted evaluation criteria. Approval gate.

04
Talent Acquisition

Parses the pipeline into structured, comparable candidate profiles.

05
Resume Screening

Scores on the approved weights with per-dimension evidence. Approval gate.

06
Interview Intelligence

Writes a tailored guide targeting evidenced claims and real gaps.

07
Interview Evaluation

Turns panel ratings into a reasoned recommendation for the manager.

08
Offer & Onboarding

Drafts the offer, then a 14-task programme from Day −10 to Day 30.

Responsible AI

Automation without transferring authority

HR is a regulated, high-stakes domain. The constraint is not what an agent can do — it is what an agent is permitted to decide.

Human-in-the-loop by design

Shortlisting, rejection, hiring, offers, ratings, promotion and termination all pass through a named human approver. No agent holds decision authority.

Protected attributes excluded

Gender, race, religion, nationality, disability, marital status and age never enter a scoring path. The exclusion list ships with every score.

Explainable every time

A score is never returned alone. Each dimension carries its weight, its result and the evidence sentence behind it.

Auditable end to end

Every agent run, recommendation and human decision is written to an immutable audit log with actor, action and reasoning.

Role-based access control

Four roles with distinct surfaces. Retention analytics and audit logs are restricted; employees see only their own record.

Data minimisation & consent

Agents receive the minimum fields required for the task. Candidate consent and retention windows are tracked in the record.

Business impact

Prototype target outcomes

Modelled from the workflow time removed in the prototype against published HR benchmarks. These are target outcomes for a production pilot, not verified production results.

60%

reduction in resume screening time

40%

faster hiring cycles

50%

less repetitive HR administration

70%

faster employee query resolution

30%

less onboarding administration

100%

of AI recommendations explained

Transforming HR from administration
into intelligent workforce orchestration.

HR Administrator
demo@talentflow.ai
Recruiter
recruiter@talentflow.ai
Hiring Manager
manager@talentflow.ai
Employee
employee@talentflow.ai

Password for all demo accounts · Demo@2026