Demand and revenue forecasting
Hierarchical forecasting with intermittent demand handling, promotions and external drivers.
All services
Build & Engineering
Decision Intelligence
A forecast nobody acts on is a report.
- 10–25%
- Typical forecast error reduction
- In-workflow
- Recommendations at the decision point
- Backtested
- Against your own history
The problem we solve
We build forecasting, optimisation and simulation into the decision itself — the pricing screen, the replenishment run, the shift plan — so the model changes an outcome rather than informing a slide.
What the work includes
Optimisation
Pricing, inventory, routing and workforce optimisation under real constraints and service levels.
Scenario simulation
What-if tooling so planners can test decisions before committing capital.
Decision integration
Recommendations delivered inside planning and ERP screens with the reasoning attached.
Backtesting and monitoring
Rolling-origin backtests, champion-challenger deployment and live accuracy tracking.
How the engagement runs
A sequence you can plan a quarter around.
- 01
Baseline
Current decision process, accuracy baseline and constraint capture.
- 02
Model
Model development, backtesting and planner review of recommendations.
- 03
Embed
Workflow integration, adoption support and monitoring handover.
Common questions
Before you commit.
- Will planners trust it?
- They trust it when they can see the drivers and override with a reason. Both are standard in what we build.
- Do you replace our planning system?
- No — we usually feed it, so the change is contained to numbers and not to a system migration.
Related practices
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Production-grade AI-native web, mobile and embedded applications with offline sync, enterprise SSO and real observability.
ViewAI Agents & Process Automation
Agentic workflows wired into ERP, CRM, ticketing and document systems, with human checkpoints where risk demands them.
ViewGenerative AI & RAG Engineering
Retrieval architecture, fine-tuning, evaluation harnesses and inference cost tuning built for production traffic, not demos.
ViewTalk through decision intelligence.
A 45-minute briefing with the people who would run the work — scope, timeline and a straight answer on whether it is the right next step.