AI Shift Create

Demand-led shift rotas
AI Shift Create
AI Shift Create
Shift creation is one of the most time-consuming and inconsistent parts of workforce planning. Our solution automates the shift creation step by generating full, role-ready shifts using your demand data, task lists, operational rules, skill requirements, and location constraints.

What is AI Shift Create? 

AI Shift Create uses artificial intelligence to build the shifts your operation needs without assigning employees to them.

Using your demand forecasts, daily and weekly tasks, role definitions, operating rules, skill requirements, and site-level constraints, it generates the right number of shifts, at the right times, for the right roles.

AI Shift Create focuses purely on the operational design: creating the shift structure that reflects how the business needs to run.

How it can help your business

Start each week already ahead

Instead of building shifts from scratch, managers receive fully formed, demand-aligned shifts that match your tasks, rules, and service requirements.

Reduce manager workload and rota fatigue

Shift creation is automated, removing hours of repetitive admin and the inconsistency that comes with manager-by-manager interpretation.

Improve operational consistency across sites

Shifts are built from the same demand signals, task definitions, and role structures, delivering a more consistent operating model across the estate.

Better alignment between demand and staffing structure

Shifts reflect when work actually needs to happen, supporting stronger service, smoother task execution, and better distribution of effort.

Remove bias from shift design

Because shifts are built from data rather than preference, every location starts from the same operational foundation.

How it works

Demand, task, and operational inputs combined

The AI uses your demand curves, task workloads, peak periods, operating policies, skill needs, role templates, and site constraints.

Hundreds of factors evaluated

The SolvedBy.Ai optimisation engine evaluates all relevant pre-assignment rules, far more than any manager can hold in their head, ensuring shift structures reflect real operational needs.

Creates unassigned, role-ready shifts

The system generates the specific shifts needed: Right role. Right time. Right duration. Right sequence of tasks.

No employees assigned at this stage

The AI does not consider availability, preferences, or compliance — because no people are attached yet.

Managers assign staff their way

Managers can allocate people manually, or use tools like shift offer or shift bidding to distribute shifts fairly and efficiently.

Learns and improves

Over time, the system refines shift structures based on emerging patterns in demand, tasks, and operational behaviour.
Trusted by leading organisations

Unmatched precision in five simple steps

1

Gather

Demand data, tasks, role definitions, skill requirements, and operational rules are structured into model inputs.

Enrich

Site-specific constraints, service standards, and peak-time behaviours are layered in.
2

Model

AI analyses hundreds of factors to determine the number, timing, and role mix of shifts required.
3

Create

Fully formed, unassigned shifts are generated, aligned to demand, tasks, and operational needs.
4

Assign

Managers allocate staff manually or use shift offer/bidding to distribute shifts.
5

Case Studies

A partnership built on ROI

We work with you to implement AI Shift Create that turns demand, labour rules, and workforce availability into compliant, workable shifts at scale and in real operating conditions.

Our pricing is outcome-led. We commit to a minimum 10:1 ROI, meaning every £1 invested delivers at least £10 in measurable productivity gains, reduced overtime, or avoided manual planning effort.

FAQ

AI Shift Create solves the gap between forecast demand and workable shifts.

Most organisations can forecast demand, but managers are still left manually designing shifts based on habit, templates, or guesswork. AI Shift Create automatically designs demand-aligned, role-ready shifts that reflect how work actually needs to be delivered, before staff are assigned.

Traditional scheduling tools focus on assigning people to pre-defined shifts.

AI Shift Create works earlier in the process: it creates the shifts themselves based on demand, workload, tasks, roles, and operating rules. This ensures shifts are designed correctly before people are allocated.

No. AI Shift Create does not assign people to shifts.

It generates unassigned, role-ready shifts that managers can then fill using their existing scheduling, workforce management, or HR systems. This preserves managerial control and avoids forcing automated assignments.

AI Shift Create uses:

  • Demand forecasts (by site, role, time)

  • Task volumes and task priorities

  • Role definitions and skill requirements

  • Operating rules (opening hours, coverage rules)

  • Site-specific constraints and behaviours

The shifts reflect the real operational workload, not abstract averages.

Shifts are created at the level operations actually run:

  • By site or location

  • By role or skill group

  • By time of day and duration

  • Reflecting peaks, troughs, and workload variability

This avoids over-long, under-utilised, or misaligned shifts.

Managers no longer start with a blank page or static templates.
They receive fully formed, demand-aligned shifts, dramatically reducing:

  • Manual planning time

  • Iteration and rework

  • Last-minute adjustments

Managers focus on decisions, not admin.

No. AI Shift Create supports decision-making but does not remove human control.

Managers can review, adjust, approve, or reject shifts before assigning staff. The AI provides a consistent, data-led starting point, not a mandate.

AI Shift Create is driven by forecast demand distributions, not single averages.
This allows it to design shifts that reflect:

  • Volatile demand patterns

  • Known peaks and troughs

  • Site-specific operating behaviour

As forecasts update, shift designs can be regenerated.

Yes. If demand forecasts, workloads, or operating conditions change, AI Shift Create can regenerate updated shifts, allowing managers to adapt plans earlier rather than reacting on the day.

AI Shift Create applies the same operational logic and rules across the estate while respecting local differences. This removes:

  • Individual bias in shift design

  • Inconsistent planning approaches

  • Reliance on “how it’s always been done”

Yes. The model adapts to:

  • Different site formats

  • Different role structures

  • Different opening hours

  • Different task mixes

Each site’s shifts are designed around how that site operates.

By aligning shift structure to actual demand and workload, organisations reduce:

  • Over-coverage

  • Unproductive paid hours

  • Excessive overtime caused by poor shift design

Labour is planned where it creates value.

AI Shift Create is designed for labour-intensive, multi-site environments including:

  • Retail and supermarkets

  • Contact centres

  • Healthcare and social care

  • Leisure, hospitality, and venues

  • Manufacturing and logistics

Anywhere shifts are manually designed today.

AI Shift Create connects directly to:

  • AI Demand Forecasting

  • AI Labour Demand Forecasting

  • AI Staff Scheduling

  • AI Opening Hours Optimisation

This ensures shift design is not isolated from wider operational planning.

Yes. AI Shift Create is designed to feed into existing workforce or scheduling systems, not replace them. Outputs can be integrated or consumed downstream without operational disruption.

Shift designs are driven by data and rules, not individual preference. This reduces:

  • Bias in shift structure

  • Inconsistent role coverage

  • Perceived unfairness in workload distribution

Managers still assign people, but from a neutral starting point.

Implementation focuses on:

  • Connecting demand data

  • Defining roles, tasks, and rules

  • Validating outputs with managers

Because it builds on existing data, deployments are typically measured in weeks, not months.

Success is measured through:

  • Reduction in planning time

  • Improved alignment between shifts and demand

  • Reduced overtime and rework

  • Manager adoption and consistency across sites

ROI is tracked using operational and financial metrics.

Our commercial model targets a minimum 10:1 ROI.

This is typically delivered through:

  • Reduced management effort

  • Better labour utilisation

  • Fewer last-minute staffing issues

  • More stable operational plans

All models are explainable, auditable, and governed.

SolvedBy.Ai operates under:

  • ISO 27001 (Information Security)
  • ISO 42001 (Responsible AI Management)
  • Cyber Essentials Plus
  • GDPR-compliant data handling

You retain full ownership and control of your data.

  • Operations teams design workload-aligned shifts

  • Workforce teams integrate shifts into scheduling

  • Site managers review and approve plans

  • Leadership gains visibility into labour design consistency

Exceptional events, emergencies, and discretionary changes remain manual. AI Shift Create supports routine operational planning, not crisis response.

Because poor shift design is the root cause of:

  • Overtime

  • Inefficiency

  • Manager burnout

  • Missed service levels

Fixing assignments without fixing shift design treats the symptom, not the cause.

TL;DR

SolvedBy.Ai’s AI Shift Create builds demand-led, task-aligned, role-ready shifts before anyone is assigned to them.

It uses your demand, tasks, role requirements, skill needs, and operational rules to create the shift structure your business needs, giving managers a ready-made starting point and reducing the complexity of rota creation.
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