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PredictifyAnalytics

Practice areas

  • Predictive ForecastingDemand, revenue, risk and capacity models
  • Data Strategy & GovernanceOperating model and architecture roadmap
  • Analytics EngineeringPipelines, warehouse and semantic layer
  • Decision IntelligenceKPI trees and board-grade reporting
  • Machine Learning & AIModels in production, with monitoring
  • Pricing & RevenueElasticity, promotion and margin recovery

How we engage

  • Decision AuditTwo weeks, fixed fee, written findings
  • Build SprintEight to sixteen weeks, outcome-linked
  • Embedded PracticeSix to twelve months, retained
  • All servicesThe full practice in detail
  • Talk to a principalReply within one business day

Featured

Published work

Eight reproducible projects

Real analyses on 12 public datasets. Every figure computed, limitations stated in full.

Sectors

  • Retail & Consumer GoodsDemand volatility, assortment, promotion ROI
  • Financial Services & InsuranceCredit risk, claims leakage, fraud
  • Healthcare & Life SciencesPatient flow, capacity, adherence
  • Manufacturing & Supply ChainDowntime, yield, inventory position
  • Energy & UtilitiesLoad forecasting, asset health, balancing
  • Technology & SaaSChurn, expansion, unit economics

Featured

Published work

Eight reproducible projects

Real analyses on 12 public datasets. Every figure computed, limitations stated in full.

Projects

Latest thinking

  • The forecast is not the decisionDecision Science · 8 min
  • Why your data team keeps rebuilding the same pipelineAnalytics Engineering · 6 min
  • A CFO's guide to model riskGovernance · 10 min
  • All insightsEssays, notes and field research

Research & media

  • Reproducible projects8 projects, findings and limits published
  • The pipelineEight stages, the code behind each one
  • DeliverablesThe same work in six reporting tools

Featured

Essay

The forecast is not the decision

Accuracy past a threshold is worth nothing unless the decision rule changes. Working backwards from the decision instead.

About
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ServicesSix practices: forecasting, data strategy, analytics engineering, decision intelligence, machine learning and pricing. Three engagement formats, fixed scope.
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IndustriesRetail, financial services, healthcare, manufacturing, energy and technology — the forecasting problems each sector brings, and where the error has a price.
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ProjectsEight reproducible analyses on twelve public datasets — 6,219,116 rows, 51 findings and 50 stated limitations. Public data, documented method, every figure computed rather than typed.The pipelineEight stages from raw file to published result. Each names the code that performs it, the libraries it imports, and what went wrong there.
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Home/Privacy notice

Privacy notice

What this site collects, which is almost nothing, and what happens to the one thing it does.

Last updated 8 August 2026.

What we collect automatically

This site runs Google Analytics 4 (measurement ID G-CB6301LWMK). It records which pages are opened, roughly where in the world the request came from, and which site or search you arrived from. It sets two cookies — _ga and _ga_CB6301LWMK — which persist for up to two years and let Google recognise a repeat visit. Loading any page therefore discloses that visit to Google, who act as a processor for the measurement data and as an independent controller for their own purposes. Google truncates IP addresses before storing them and we have not enabled any advertising, remarketing or user-ID feature.

We use it to see which of the published projects people actually read. We do not attempt to identify individual visitors, and nothing from it is joined to anything you send us through the contact form.

You can opt out with Google's own browser add-on at tools.google.com/dlpage/gaoptout, or by blocking the script in your browser. The site works identically either way.

Beyond that, the site embeds no tracking pixels and writes nothing else to local or session storage. Typefaces are served from the site itself rather than a font CDN, so Google Analytics is the only third party a page load reaches.

What you send us

The contact form asks for your name, email address, organisation and a description of the decision you are trying to improve. Nothing else is required, and nothing is inferred from what you write.

Submissions are delivered to us as email through Resend, which acts as a processor and does not use the content for its own purposes. Your address is set as the reply-to so a response goes straight back to you. From there the message lives in our mailbox like any other email.

Please do not send confidential figures in a first message. Describe the shape of the problem. If we need real data we will put an agreement in place first.

Hosting

The site is hosted on Vercel, which keeps standard server logs — IP address, timestamp, requested URL, user agent — as part of running the service and defending it against abuse. We do not query those logs to build any picture of an individual visitor.

What we never do

We do not sell or share personal data, run advertising, profile visitors, or make automated decisions about anyone. There is no mailing list on this site: if a page ever appears to offer one, that is a defect and we would like to hear about it.

Client data

Engagement data is a separate matter from this website and is governed by the engagement agreement. Our default is that client data stays inside the client's own environment — their cloud, their warehouse, their access controls — and that we work inside it rather than taking copies out. Nothing on this site is derived from client data; every published figure comes from public datasets.

Your rights

Under UK and EU data protection law you can ask for a copy of what we hold about you, ask us to correct or delete it, object to or restrict how we use it, and ask for it in a portable form. In practice, for this site, that is your enquiry email and our reply.

Email azlan@predictifyanalytics.com and we will act on it. If you are unhappy with how we respond you can complain to the Information Commissioner's Office at ico.org.uk.

Written in good faith and kept deliberately specific, but not by a lawyer. If you are relying on it contractually, ask us for the reviewed version rather than this page.

PredictifyAnalytics

A decision intelligence consultancy. We build the forecasts, models and reporting that let leadership teams commit to a number and defend it.

Services
  • Predictive forecasting
  • Data strategy
  • Analytics engineering
  • Decision intelligence
  • Machine learning
  • Pricing & revenue
Industries
  • Retail & consumer
  • Financial services
  • Healthcare
  • Manufacturing
  • Energy & utilities
  • Technology
The firm
  • About us
  • The pipeline
  • Contact
Research & media
  • Insights
  • Reproducible projects
  • Featured essay

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