AUTOCLASS AI

On-demand, fast, accurate AI-powered data classification.

Categorise any data against any hierarchical taxonomy in hours or days - not weeks or months. Automate the manual pinch-points in your foundational data processes and unlock accurate, timely insight across Procurement, Finance, Ops and ESG.

“It's like a cave man seeing fire for the first time.”
- AnyData customer
AnyData AI classifying enterprise data into a hierarchical taxonomy
98.4%
Accuracy
92%
TIME SAVED
Project → Enterprise
Scales
Procurement intelligence

Reimagining procurement through intelligence, automation & insight.

Most corporate spend flows through external suppliers. Every decision - from sourcing to payment - has the power to influence profitability and purpose.

Global supply chains, tighter margins, inflation, rising ESG expectations and fragmented data make it harder than ever to see the full picture. Procurement teams need clearer visibility and faster, more informed decisions.

Our mission: turn disconnected data into strategic advantage - automatically cleansing and categorising spend, surfacing the insights that matter, and unlocking value previously hidden.

"The AnyData platform has been revolutionary for Marshalls, transforming what was once a tick-box exercise into a fully customisable, efficient, and value-driven process for both internal and external stakeholders. I'd confidently recommend this system to any organisation looking to modernise and strengthen its supplier management approach."
Chris Thompson
Head of Procurement, Marshalls
Why classification matters

Accurate, timely data - feeding the processes that move the business.

Procurement workloads have grown 8%, while staff and operating budgets have grown just 1.5%. AutoClass AI closes that gap.

6.5×workload-to-budget gap

AI absorbs the overflow - without growing headcount.

Foundational for

  • Spend Cube creation & analytics
  • Category management & planning
  • Tail spend analysis
  • Procurement transformation
  • Contract management foundations
  • Supplier onboarding & ESG

Cost optimisation

Increase savings, supplier consolidation, inflation analysis.

Quicker controls

Faster, enhanced reporting - including for budgeting cycles.

Better decisions

Foundational, trustworthy data feeding every downstream tool.

The next generation

AutoClass AI is the next generation 
Built for accuracy, feedback and continuous learning.

Legacy tools
  • Static rules that drift out of date
  • Black-box models with no feedback loop
  • One taxonomy, locked in at setup
  • Accuracy stalls after go-live
  • Manual rework for every new data source
  • Opaque confidence - hard to trust, hard to audit
  • Re-training requires a services engagement
  • Insight delayed by weeks of cleanup
With AutoClass AI
  • Next-generation AI tuned for categorisation accuracy
  • Human-in-the-loop feedback that retrains in real time
  • Confidence scores on every prediction, fully auditable
  • Self-learning rules engine that compounds with use
  • Any taxonomy - UNSPSC, industry, custom - swap or map at will
  • Scales from a single file to consultants to enterprise
  • Continuous accuracy monitoring with drift alerts
  • Frictionless export back to ERP and BI
  • Built-in BI dashboards and designers powered by AnyData
AutoClass AI · End-to-end

An on-demand data categorisation service in four simple steps.

Designed for businesses running their own data and for consultants serving them. From first upload to exported results - without a spreadsheet in sight.

STEP 01
Connect anything

Data ingestion

Push or pull from every major ERP - SAP, Ariba, Oracle, Dynamics, Navision, JD Edwards, 3E, Sage. Browser wizard, APIs, SFTP, Dropbox, or the AnyData Connector Library.

  • Any format: Excel, CSV, JSON, Parquet
  • Scales from a single file to consultants to enterprise
  • Cloud, on-prem or cross-platform hosting
  • Automated intelligent data mapping
STEP 02
Use any structure

Select taxonomy

Run UNSPSC, an industry standard, your client's proven taxonomy, or build a new one from your data attributes - all from one Taxonomy Manager.

  • Global, industry & custom taxonomies
  • Edit, adapt and improve on the fly
  • Manage and map across multiple taxonomies
STEP 03
Smart, supervised, self-learning

AutoClass AI classification

Our AI & Knowledge Engine classifies across multiple data dimensions - even when all you have is a supplier name. Experts can review, tune confidence scoring and lock in rules.

  • Dynamic Visual Query Builder for grouping
  • Confidence scoring & workflow approvals
  • Self-learning engine improves with every run
STEP 04
Get data out, cleanly

Collaborate, share & export

Shareable workspaces for internal teams and clients. Export to Excel, CSV, JSON or feed directly into the next system in your stack.

  • Team & client collaboration in-app
  • Granular permissions per dataset
  • One-click export to ERP, BI or warehouse
Optional · Step 5

Go further - enrichment, dashboards and knowledge transfer.

Once your data is classified, AnyData can take it the rest of the way - from cleansing and supplier parenting through to live dashboards that visualise results and track the metrics that matter.

Company / Supplier enrichment

Company / Supplier name grouping, parenting and information enrichment using AnyData AI or third-party data sources.

Tagging & cleansing

Lift poor-quality datasets into trustworthy, analytics-ready records for spend cubes and BI.

Spend analytics

Best-in-class spend reports and opportunity insights - out of the box, ready to share.

Knowledge transfer

Export your AI-built categorisation rules and taxonomies back into your ERP. You own the work.

Live dashboards

Instant visualisation of categorisation results and KPIs.

Multi-language

Categorise across any language and any region in one run.

Enterprise ready

Cloud, on-prem or hybrid. Per-client databases. Audit-ready.

Step 5 · BI & Dashboards

Visualise results and track the metrics that move the business.

Classified data flows straight into purpose-built dashboards - spend cube analytics, category insights, supplier consolidation and executive KPIs. Collaborate internally and with clients, no extra BI build required.

Spend Cube Overview

Spend Cube Overview

Drill from total spend down to supplier, category and transaction in a single view.

Category & Supplier Insights

Category & Supplier Insights

Spot consolidation opportunities, tail spend and category leakage instantly.

Classification Quality & Coverage

Classification Quality & Coverage

Track AutoClass AI confidence, exceptions and refresh cycles over time.

Executive KPI View

Executive KPI View

Share board-ready savings, compliance and ESG metrics with one click.

Application library

Ready-to-go smart solutions for analytics, contracts, risk and reporting.

Whether you're managing spend, onboarding suppliers, or driving ESG transparency, our ready-to-use applications help you act faster with confidence.

Visit the BI Store
Ready when you are

Classify your data this week. Not next quarter.

Bring a sample dataset and a taxonomy - we'll show you AutoClass AI running against your real data in a 30-minute working session.