Features

Ask. Analyse. Act.

Lens turns SAP from a system you query into a system you talk to — with the controls an enterprise IT team expects.

01 · Conversational access

Natural-language SAP,
without the workshop.

Business users describe what they need in their own words. Lens turns the question into a precise, read-only request against the right SAP objects — and shows the answer as a table, chart, or KPI.

Plain-language prompts

"Show headcount per location for last quarter." No query syntax, no field codes, no training session.

Multi-language ready

Asks and answers in the user's language. The same question works in English or German out of the box.

Clarify, don't guess

When a question is ambiguous, Lens asks back instead of returning a confidently wrong answer.

Conversational follow-ups

Refine results across turns — filter, group, drill — without restarting the question from scratch.

ClearScope Lens chat answering a headcount-per-personnel-area question with a table and pie chart
One question, one answer — table and chart, ready to export.

02 · Schema-aware intelligence

It already knows
your SAP landscape.

Lens carries a curated business view of your SAP objects — what they mean, how they relate, which ones are sensitive — separately from the AI model itself. The model reasons over that knowledge instead of memorising your data.

  • Business-language descriptions for tables and fields
  • Relationship hints used to join the right way
  • Sensitivity flags applied before any prompt leaves the box
  • New modules onboarded by configuration, not code

Landscape explanations on tap

Ask Lens to explain a part of your SAP landscape — what an object is for, where it connects, what to be careful with — and get an answer grounded in the curated catalogue, not internet folklore.

03 · Embedded ML algorithms

Specialist analyses,
one click away.

Some questions deserve more than a query — they deserve an analysis. Lens ships with a proven set of purpose-built algorithms you can use on day one, and the catalogue is fully extensible: every customer can add their own, replace ours, or ignore them entirely. Use what fits, leave what doesn’t.

ClearScope Lens algorithm catalogue with browseable, governed analyses
The algorithm catalogue is browseable from chat — each tile shows scope, inputs and the regulatory profile before you run it.

Proven set, ready to use

The shipped algorithms are battle-tested in real deployments — documented purpose, expected inputs, paired result widget, frozen version per run.

Extensible per customer

Add your own. Replace ours. Hide what you don’t need. The catalogue is yours to shape — same governance model applies to built-in and custom alike.

Suggested when relevant

If a chat question matches an available algorithm, Lens offers it as a hint — the user stays in control.

Regulatory metadata

Every version carries a declared risk profile — sensitivity, decision-support scope, retention — visible to admins.

Reproducible runs

Inputs, parameters, version, and outcome are recorded so any past analysis can be audited later.

An algorithm running inside the ClearScope Lens chat — paired widget rendered alongside the conversation
Once selected, the algorithm runs in the chat itself — its paired widget renders the result so the conversation stays the workspace.

Request your own algorithm

The catalogue is open-ended. If your team has a recurring analytical question that deserves more rigour than a chat answer, we package it as a new algorithm — versioned, governed, and reusable across the organisation. Most additions go from request to first run within a short, scoped engagement.

  • Customer-specific algorithms stay yours
  • Same governance, audit and risk-profile model as built-ins
  • Distributed through the same in-app catalogue
In-app form for requesting a new ClearScope Lens algorithm — title, use case, business value, target module, expected input and output
Requests are captured in-app and routed to the review queue with the full business context.

Ideas already on the table

Examples of analyses customers and partners have asked us to scope. Some are operational, some are scientific — all benefit from being turned into a one-click, reproducible run.

Duplicate-payment forensics · FI

Fuzzy matching across invoice attributes and bank details to surface candidate duplicates before they post.

Process-mining over postings · FI / CO

Reconstruct real document flows from journal traces and highlight deviations from the intended process.

Stock-out risk forecasting · MM

Time-series projection of stock levels per material and plant, with reorder-point alerts.

Vendor-master anomaly detection · MM

Statistical outlier scans over vendor master records to surface fraud-relevant patterns.

Sales-order conversion analysis · SD

From quote to delivery: where deals stall, how long they take, and which segments convert best.

Customer credit-risk fusion · SD + external

Combine SAP customer history with third-party credit-bureau and sanctions data for a unified risk score.

FX & commodity exposure · FI + market data

Cross open positions in SAP with live FX and commodity feeds to quantify exposure in real terms.

Supplier-disruption early warning · MM + external

Blend SAP purchase history with external news, weather and logistics signals to flag at-risk vendors.

Illustrative ideas. Availability per customer depends on scoping and the underlying SAP data.

04 · Administration

Made for the team
that runs it.

For administrators

A dedicated admin surface to register SAP systems, manage users and roles, review pending change requests, and inspect the audit trail. Operations stay inside the same product — no separate tooling, no shell scripts.

  • Role- and permission-based access
  • SAP system registration with encrypted credentials
  • Algorithm lifecycle controls (draft / publish / retire)
  • One-click audit export for any algorithm

For business users

A clean, single-pane chat experience with optional power features — algorithm runner, schema analysis, history — surfaced only when they add value. Nothing forces a non-technical user to think about plumbing.

  • One conversation, many modes
  • Result widgets matched to the question
  • Personal session history
  • Light- and dark-friendly UI
ClearScope Lens administration overview with cards for SAP systems, catalog, audit log, users and identity providers
One administration surface — connected systems, catalog, algorithms, audit and identity in a single pane.

See it on your SAP system.

Pilot installations on customer-controlled hardware. We help you stand it up.

Get in touch