Mash AI
Human Resources Agent+50%

Talent Database Enrichment

Wean the team off paid sourcing tools.

Refreshes stale candidate records against public professional networks, bringing your own database back to life and lifting outreach response. Your team moves from doing the work to reviewing the exceptions.

Talent Database Enrichment+50%
In
  • Live event streams
  • Historical data
  • Policy & rules
agent
Out
  • Decision log entries
  • Structured records
  • Scored recommendations
In-house talent-acquisition teams100% audit
+0%
Headline result
2–3×
Faster to productive in week 1
0 wks
Typical time to live
The problem

Why this work breaks at scale.

More BPO or more spreadsheets both scale with cost, and neither gives a reviewer the evidence they want.

With Talent Database Enrichment: markedly higher outreach response.
Capabilities

What the Talent Database Enrichment does for your team.

01

Improves with feedback

Reviewer corrections feed back into evaluation, tightening accuracy on your data over each cycle.

02

Writes a complete audit trail

Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.

03

Scores and prioritises

Ranks work by risk, value, and urgency so the queue reflects what actually needs attention first.

04

Deterministic where it matters

Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.

How it works

From open role to onboarded hire, one workforce view.

01

Ingest

Pulls in the relevant records and documents the moment they arrive.

02

Extract & validate

Structures the data and checks it against your rules and reference masters.

03

Decide or draft

Resolves the routine case or prepares a recommendation for review.

04

Post & log

Commits the outcome to your system of record with a full audit trail.

Inputs
  • Live event streams
  • Historical data
  • Policy & rules
  • Reference masters
Outputs
  • Decision log entries
  • Structured records
  • Scored recommendations
  • Posted transactions
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Talent Database Enrichment connects to your existing human resources tooling and writes back to your system of record.

WorkdayOracle HCMSAP SuccessFactorsEightfoldAvatureVector DBCandidate Graph
In production

Deployed for In-house talent-acquisition teamsmarkedly higher outreach response.

See a case study
Questions

The practical details.

It integrates with the human resources systems you already run, Workday, Oracle HCM, SAP SuccessFactors and more, with no rip-and-replace.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.