The Xaigh engine

How work gets
matched.

Xaigh keeps role, site, rate, readiness, arrival, approval, and payout context in one operating flow before work is confirmed.

The work routing path

What happens after an employer creates a work record.

01

Work record

Role, site, rate, time, headcount, and readiness requirements enter one reviewable record.

02

Location fit

Worker location, commute range, and shift window are checked before offers are shown.

03

Readiness fit

Credentials, work history, reliability signals, and requirements shape the worker shortlist.

04

Worker confirmation

Matched workers still confirm interest before any work, attendance, or payout advances.

Algorithmic Trust Loop

Worker AI Alignment &
Guarded Operations

Xaigh is not an autonomous black box. The platform acts as a secure, human-in-the-loop coordination layer that matches, scores, and executes dispatch under strict safety boundaries.

Step 1Xaigh OS v1.2

Collect Work Signals & Build Work Graph

Experience · Certifications · Schedule Ingestion

Interactive WebGL

Xaigh ties worker credentials, location checks, and reviewed shift records into one Work Graph record.

Internal Checks

  • Ingests verified past shifts
  • Identity and document review
  • Worksite location context
  • Work Graph record updates
Verified GateGuarded
Step 2Xaigh OS v1.2

Predictive Affinity Scoring

Compatibility · Commute · Reliability Matrix

Interactive WebGL

The matching flow reviews distance, reliability signals, schedule fit, and skill overlap before ranking a worker for a shift.

Internal Checks

  • Commute-range review
  • Reliability signal review
  • Schedule conflict checking
  • Ranking evidence trail
Verified GateGuarded
Step 3Xaigh OS v1.2

Guarded Execution & Worker Confirmation

Guarded Next Best Moves · Human Confirmation

Interactive WebGL

Actions are prepared and staged safely. No shift is claimed, application submitted, or payment closed out without explicit worker confirmation.

Internal Checks

  • AI matches remain draft-only
  • Ledger escrow verification
  • One-click action dispatch
  • Feedback loop optimizes scoring
Verified GateGuarded
For employers

Every hire, one reviewable flow.

  • Create reviewed work records from the web
  • Review arrival and time details
  • Approve timesheets with one click
  • Keep worker status and records tied to the job
Post work
For workers

Clear pay, from apply to payout.

  • Browse role and site-fit opportunities
  • Confirm work from the mobile app
  • Clock in directly from your device
  • Track payout handoff after approved closeout
Join the network
How Xaigh works | Xaigh