Demand Intelligence

Predict demand. Build supply.

ML-powered forecasting that predicts workforce needs months in advance. Signal training partners. Build pipelines before employers ask.

Demand Forecast
GCC blue-collar · next 6 months
Projected placements  ·  model v3.2
Mar
Apr
May
Jun
Jul
Aug
Mason · UAEDriven by Q3 construction starts
↑ 24%next quarter
Welder · KSANEOM pipeline ramp
↑ 18%next quarter
AC Technician · QatarSummer maintenance cycle
↑ 12%next quarter
Partners signaled
91%
Forecast accuracy

12mo

Forecast Horizon

87%

Prediction Accuracy

10

Corridors Covered

-40%

Time to Deploy

Capabilities

Intelligence at every level.

Predictive intelligence across the whole funnel — demand, supply, seasonality and confidence, by corridor and skill. Tap a node to explore.

01

Demand Forecasting

Prophet-powered ML models trained on historical placement data, seasonality and market signals.

The Problem

Reactive recruitment doesn't scale.

Post → scramble → source → document → train → deploy. Weeks or months pass. Employers frustrated, agencies overwhelmed, workers waiting.

REQUIREMENT → FIRE DRILL URGENT requirement source NOWno pipeline docs NOWscramble train NOWno time Every requirement = a fresh fire drill

Scramble mode

Every requirement triggers a fresh fire drill — source, document, train, all at once, with no pipeline and no preparation.

TRAINING · BOTTLENECK Skills needed · training takes weeks you don't have

Training bottleneck

Workers need skills, but training takes weeks you simply don’t have once the requirement is already live.

DOCUMENTS · LAST MINUTE Medical · rejectedre-do Attestation · missingdelay !Visa stamp · pendingwaiting Checks happen last — rejections delay everything

Document chaos

Compliance checks happen at the last minute. A single rejection or missing attestation delays the whole placement.

BY THE TIME YOU'RE READY… Youstill preparing Competitorplaced worker The employer already found someone else

Missed opportunities

By the time you’re finally ready, the employer has already found someone else. The window closed while you prepared.

The Solution

Proactive pipeline building.

Huntr Forecast flips the model: predict what employers will need, build supply ahead of demand, and have workers trained, documented, and ready before the requirement even lands.

FORECAST · 3–12 MONTHS AHEAD today 87% x ML predicts demand before it materializes

Predict early

ML models forecast corridor demand 3–12 months ahead with 87% accuracy — so you build for what’s coming, not what’s here.

SIGNAL · TRAINING PARTNERS Center A · notified Center B · notified Center C · building Pipeline building begins automatically

Signal partners

Training centers are notified automatically the moment a forecast lands. Pipeline building begins before anyone asks.

PRE-VERIFY · DURING TRAINING WHILE WORKERS TRAIN → docs cleared Passport · verified Medical · verified Attestation · verified Compliance done before the requirement arrives

Pre-verify

Documents are collected and verified while workers are still training — compliance is done before the requirement arrives.

REQUIREMENT → DEPLOY IN DAYS Requirementarrives matched workersalready ready Deployedin days No waiting — the pipeline was already built

Deploy fast

When the requirement comes, matched workers are already trained, documented, and ready — deploy in days, not months.

Get Started

See your corridor forecasts.

Get access to demand predictions for your corridors and start building supply ahead of demand.

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