feed_uaq_01 · field_capturelat 25.5647° N · lon 55.5532° E
AIG
artificial intelligence — grade

The most capable operational AI we can build — engineered single-tenant, deployed against your P&L.

model
per_tenant_v4
decision
deterministic
audit
append_only
scroll to enter the dossier ↓core_v4.0 · uaq
file · 001 / firm dossierrev · 2026.q3
CORE_v4.0operational intelligence · uaq

Operational
intelligence
for the
frontline P&L.

Three [Online] Services FZE is an independent software firm registered in the UAQ Free Trade Zone. We build a single commercial platform for enterprises whose margin is decided by what several thousand frontline workers do every fifteen minutes — and by how accurately that work was forecast, scheduled and paid.

8+
Years operating
1
Commercial product
12m
Min. engagement
1:1
Senior lead / acct
[01]The firm

A small product house.
One platform. Long contracts.

Privately held. Founder-led. Built to compound, not to flip. Engineering, integration and ongoing operations are all in-house — no subcontractors, no white-label vendors, no offshore execution pools selling hours.

Clients are operators: third-party logistics, retail chains, hospitality groups, hospital systems, contract manufacturers, BPOs and field-service networks running several hundred to tens of thousands of people.

“Margin in a labor-intensive business is lost in fifteen minutes a day, ten thousand times. That is what the platform is built to recover.”

— operating principle
[02]Product stack

Three layers, deployed
together or independently.

  1. 01
    LAYER_01 · DEMAND

    Forecast

    Site-level demand prediction across hours, channels and skills. Replaces spreadsheet rosters and gut-feel staffing curves with calibrated forecasts that close the loop with payroll.

    grain
    15 min · per site · per skill
    closes loop with
    payroll · WFM · ERP
  2. 02
    LAYER_02 · DEPLOYMENT

    Scheduling

    Optimization engine that produces compliant rosters, routing and dispatch plans in seconds — under labor law, contract, skill and fatigue constraints. Real-time re-optimization on disruption.

    constraints
    law · contract · skill · fatigue
    re-optimization
    real-time, on disruption
  3. 03
    LAYER_03 · INTELLIGENCE

    Workforce IQ

    Attrition early-warning, internal-mobility matching, performance signal extraction and structured pulse feedback. Targets the single most expensive line in a labor budget: unplanned exits.

    targets
    regretted attrition
    surface
    named senior lead per account
[03]Commercial terms

Annual license.
Performance fee. Skin in the game.

structure_a

Annual platform license

12-month base term with automatic 12-month renewal unless cancelled 60 days before period end. Covers the SaaS platform, hosting, single-tenant model training and senior support.

structure_b

KPI-linked performance fee

Variable component tied to operational KPIs agreed in the master service agreement — typically labor cost per unit, schedule accuracy, regretted attrition, or service-level adherence.

note · counterparty discipline

We cap concurrent accounts so the same senior engineering team stays on the same account across renewal cycles. Context compounds. Handovers don’t exist.

[04]Written commitments

Four clauses that sit
in every contract.

  • 01

    Your data stays yours

    Operational data does not leave client-controlled infrastructure without explicit instruction. Models are trained per tenant in isolation — no cross-customer training, no benchmarking corpus, no secondary use.

  • 02

    Explainable and auditable

    Every model, decision logic and training dataset is documented. Automated decisions can be reproduced, explained and challenged — a precondition for regulated industries and internal audit.

  • 03

    One counterparty

    Every engagement is contracted directly between the client and Three [Online] Services FZE. No introducers, no subcontracted execution, no white-label resellers in the chain.

  • 04

    Continuity by design

    Registration, banking and operations are structured so multi-year service obligations survive staff changes, regional holidays and the normal noise of running a business.

[05]From inquiry to go-live

Four steps. In writing.
No sales funnel.

We do not cold-call. New engagements start in writing — via the contact page, a referral from an existing client, or direct contact with the manager. Every inquiry is read personally before anything commercial happens.

  1. step_01

    Written inquiry

    A short note via the contact page or directly to the manager describing the operational starting point and the size of the workforce in scope.

  2. step_02

    Operations audit

    Structured audit of current state: processes, costs, systems, data quality. Output is a quantified opportunity, not a pitch deck.

  3. step_03

    Scoping & contract

    Where fit is mutual, we agree platform scope, annual license, KPI-linked performance fee and integration plan, and capture them in a master service agreement.

  4. step_04

    Deploy & operate

    Integration into existing systems, single-tenant model training, pilot, and transition into steady-state operation under a named senior lead.

[06]Recruiting retainer

A continuously connected
hiring system. Not a campaign.

The retainer wires every recruiting touchpoint — sourcing, screening, interview loops, offers, onboarding and retention — into a single connected workflow. Signals from one node feed the next, so the pipeline behaves less like a funnel and more like a living operational graph.

  • 01

    Always-on pipeline

    Continuous sourcing and warm talent-pool maintenance against agreed role profiles. No re-starting from zero on every requisition.

  • 02

    Connected scorecards

    Every interview, assessment and offer ties back to the same structured scorecard, so hiring quality compounds over time.

  • 03

    Closed loop with retention

    Performance and attrition signals from month 3, 6 and 12 flow back into the sourcing brief — the system learns which inputs actually produce hires who stay.

  • 04

    One commercial line

    Fixed monthly retainer plus a transparent placement component. No agency-style success fees stacked on top of the platform.

[07]Field exhibit

Built where the
workforce actually is.

The firm is engineered out of the United Arab Emirates — a jurisdiction where construction, logistics, hospitality and field operations all run at the scale and intensity the platform is designed for. We build close to the operating ground, not adjacent to it.

registry
UAQ FTZ · FZE
incorporated
2018
operating model
single-tenant
data egress
none, by default
▸ feed_uaq_01
field_capture · live
autonomous_ops · per-tenant model

Autonomous decisioning,trained on your operation —not on the public internet.

A single-tenant decision engine ingests your roster, demand, SLAs and payroll rules — then forecasts, schedules and re-balances the frontline continuously. Deterministic. Audit-grade. Owned by you.

forecast_variance
0.6%
schedule_accuracy
+31.2%
labor_cost_delta
−7.4%
lat 25.5647° N · lon 55.5532° E
[end_of_dossier]

If the operational shape above looks like your business, the conversation starts in writing.

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