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HR & People

The people work in your bank, run end to end.

Governed agents run the work between the decisions. Your team keeps every regulated call.

Runs in your perimeterHuman in the loopExportable audit trail
Phone Screen AgentOn call · 02:14
SM
Sarah Mitchell
Teller · REQ-2048
AgentWalk me through the cash handling you did day to day.
SarahI ran the teller drawer and balanced it at end of day…
Checking the resume, liveClear · specific
  • 5 years retail bankingConsistent
  • Led a 6-person teamProbing
  • Cash-handling detailConfirmed
Evidence goes to the recruiter.A person decides.

What Madison delivers

Faster hiring, an emptier desk, and exits that close clean.

Three flows where agents carry the volume and your team keeps the call, so a lean HR team runs at the standard a bank is held to.

Cleaner shortlists, faster

Every applicant scored against the role with the reasoning written out, and an early phone screen that tests the CV before you spend interview time. Your recruiter advances, always.

Shorter time to hire · fewer wasted interviews

A help desk that acts

Answers policy from your handbook with the source cited, then completes the task in the HRMS: leave, payslips, tickets. Anything sensitive routes to a person.

Most desk volume handled · team freed for judgment

Exits that close with evidence

Captures why someone left, runs the handover, and chases access withdrawal to completion, so the file closes with the evidence an examiner asks for.

Access provably closed · audit-ready exits

The value

Run HR at the standard of a global bank, with the team you have.

Capacity

The volume work, intake, screening, the desk, offboarding, is carried by agents. Your team spends its hours on judgment, not throughput.

Control

Every regulated call stays with a person. The agent prepares the decision and hands it over with the reasoning attached. It never advances, rejects, or makes an offer.

Provable

Every action is written to an exportable log as it happens. When the examiner asks how a decision was reached, the trail already exists.

The employee journey

Orchestrated end to end, on one core.

Not a point tool bolted onto your HRMS. Madison runs the full arc, hire, employ, exit, on the bank's own data. The steps a person owns are marked; everything else the agents carry.

01

Hire

From a candidate entering the pipeline to a productive first day.

Unified intakeScoring & rationaleEarly phone screenWho advancesSchedulingThe interviewOffer letterOnboarding
02

Employ

The desk that answers, and then acts, inside the HRMS.

Policy, citedLeave & balancesPayslipsTicketsEscalationLearning & certsWorkforce analytics
03

Exit

From notice to a closed file, with the evidence attached.

NoticeExit interviewHandoverAccess withdrawalDeregistrationHR sign-off

A person owns this step

The agents

Agents built for the HR floor.

Each one runs a real flow, shows its work, and stops where a person must decide.

Recruitment

Every channel into one queue, scored against the role with the reasoning written out. The recruiter advances, always.

Intake & dedup agentDone
Scoring & rationale agentRunning
Phone screen agentQueued

Employee desk

Policy answered from your handbook with the source shown, then the transaction completed in the HRMS. Human in the loop, full audit trail.

Leave applied · 4 days, approved balance09:41
Payslip retrieved · March, ID verified09:39
Grievance · escalated to a person09:36

Exit & offboarding

Notice to a closed file: the exit conversation, the handover, and provable evidence that access was withdrawn.

88%
Access closed this quarter
44 of 50 leavers, evidenced

Learning & certification

You load the regulator-mandated courses. The agent follows up with each employee to complete them, tracks who is done, and flags certifications about to lapse, with the audit pack ready.

AML refresher · 1,204 staff98% done
NMLS renewals · 38 MLOs6 due
Code of conduct · new joinersTracking

See it at work

One requisition, scored and evidenced.

Watch a governed agent take a live req from a stack of applications to a shortlist the recruiter can trust, or overrule.

  1. 01A pipeline scored end to end.
  2. 02Every score carries its reasoning.
  3. 03The recruiter advances or overrules.
Request a live demo
Madison — Candidate Intake AgentStep 4 / 5
Req REQ-2048 · Teller, Columbus OH · Step 4 of 5
  • Parsed 214 applications across four channels.
  • Scored each against the role rubric.
  • Wrote a rationale for every score.
  • Flagged 3 resume claims to verify — awaiting recruiter.
Advance shortlistAdjust rubric
Audit trail
  1. Read req REQ-2048
  2. Ingested 214 applications
  3. Applied rubric v3.1
  4. Generated 214 rationales
  5. Awaiting human decision

Deployment & data

It runs where your data already lives.

The first question a bank asks is where the data goes. The answer is nowhere. Madison installs inside your environment and operates above the systems you already run.

On-prem or air-gapped

Your own data centre, your private cloud, or fully air-gapped. Employee data never leaves the building.

Redacted & private

Personal data is redacted before any model call, and nothing you hold is used to train a model.

Auditable by construction

Every prompt, source, model, and approval written to an exportable log, ready before the examiner asks.

Security & compliance

Held to the standards a bank's own vendors are measured against.

GDPR CompliantSOC 2 Type IIISO 27001 CertifiedHIPAA CompliantCCPA

FAQ

Frequently asked questions

No. Sourcing remains with the bank. Madison integrates with the channels already in use and begins once candidates enter the pipeline.
No. The agent scores each candidate against the role and writes out the reasoning so a recruiter can agree or overrule. Every override is recorded with its reason.
Inside your perimeter, in your region. Madison deploys on premise, in your private cloud or fully air-gapped. Personal data is redacted before it reaches any model.
AI used in recruitment and performance evaluation is high risk under the Act. Madison assists rather than acts, a person makes every decision, activity is logged, workers are informed, and outputs are explainable.

See Madison run on your own HR.

Book a demo and see the agents run hiring, the help desk, and exits, with every regulated decision left to your team.