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SASZENFROM INTELLIGENCE TO IMPACT
TRANSFORM TODAY.
A BRIGHTER TOMORROW.

Enterprise Intelligence Platform

Enterprise Intelligence.
Connected Decisions.
Measurable Business Impact.

SASZEN transforms enterprise data, transactions, documents and operational processes into explainable intelligence, analyst workflows and executive decision support.

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Evidence-backed intelligence. Human-centered decisions.

The enterprise intelligence lensEnterprise sources become connected context, evidence and explanation. Human review connects recommendations to accountable outcomes.The enterprise intelligence lensEnterprise sources become connected context, evidence and explanation. Human review connects recommendations to accountable outcomes.
The enterprise intelligence lensEnterprise sources become connected context, evidence and explanation. Human review connects recommendations to accountable outcomes.

FROM INTELLIGENCE TO IMPACT

Connected enterprise contextExplainable recommendationsMeasurable outcomes

Enterprise Intelligence Platform

One Platform.
Connected Intelligence.

Connect enterprise sources to explainable intelligence, human decisions and measurable outcomes. Select a source to explore the business context it contributes.

01 / Enterprise sources

02 / Connected intelligence

SASZEN

Intelligence
Platform

Business context + rules + AI analysisSource-linked evidenceEvidence-backed analysisExplainable recommendationsHuman-centered workflows

03 / Business impact

01Insights
02Recommendations
03Decisions
04Actions
05Outcomes

Connectivity & preparation

APIs ? Connectors ? Files ? MCP integration options

Map ? Validate ? Normalize

Selected source / Business Applications

Operational records, business rules and process ownership.

Connect a business question to the applications where its evidence originates.

Explore your enterprise context

Platform architecture. Source access, integration scope and capability availability are agreed for each implementation.

How SASZEN works

From enterprise data to accountable action.

Explore the six-stage AI Analyst process. Follow the intelligence from source context through validation, explanation, human review and outcome tracking.

Analyst process / 1 of 6

Consolidate Transactions

The AI Analyst intelligence pathwayConsolidate golden and qualified transactions, validate, detect, explain, review and track. Human review is an explicit gate before outcome tracking.The AI Analyst intelligence pathwayConsolidate golden and qualified transactions, validate, detect, explain, review and track. Human review is an explicit gate before outcome tracking.
The AI Analyst intelligence pathwayConsolidate golden and qualified transactions, validate, detect, explain, review and track. Human review is an explicit gate before outcome tracking.

Prepare a consolidated transaction foundation

Consolidate golden and qualified transactions into a unified foundation for further validation.

Stage output

Consolidated golden and qualified transactions ready for validation

1 / 6

Better AccuracyFaster ReviewGreater VisibilityInformed Decisions
CONNECTED INTELLIGENCEEnterprise context → business action
Applications
Data platforms
Documents
Ecosystems
Insights
Decisions & outcomes
SASZENAnalyst
IntelligenceContext · Evidence · Reasoning
A connected intelligence layer across your enterprise.Conceptual platform architecture

Intelligence across the enterprise

Five domains. One connected perspective.

Start with your business challenges. Explore the use cases, business value and expected outcomes behind each intelligence domain before choosing Analyst capabilities.

Enterprise intelligence domain

Commercial Intelligence

Five connected intelligence domainsCommercial, Finance, Manufacturing, Procurement and Leadership share context rather than operate as isolated intelligence silos.Five connected intelligence domainsCommercial, Finance, Manufacturing, Procurement and Leadership share context rather than operate as isolated intelligence silos.
Five connected intelligence domainsCommercial, Finance, Manufacturing, Procurement and Leadership share context rather than operate as isolated intelligence silos.

Connect commercial agreements, transactions and claims to revenue and margin decisions.

Business challenges

Commercial exposure is scattered across pricing, agreements, claims and settlement records.

Use cases

  • Revenue Leakage
  • Faster Root Cause Analysis
  • Savings Opportunities
  • Chargeback investigation
  • Rebate and pricing exceptions
  • Gross-to-net and revenue leakage reviews

Business value

Give commercial teams a shared evidence base for review and resolution.

Expected outcomes

Revenue protection, margin visibility and more consistent commercial decisions.

Explore Commercial Analysts

Enterprise AI Analyst Suite

Specialized intelligence.
One connected platform.

Explore 51 Analyst concepts across five business domains. Expand a domain to see how the shared intelligence platform can be applied to your enterprise.

Specialist Analysts, shared intelligenceDomain-specific Analyst concepts reuse connected context, evidence and review. Analyst concepts are roadmap capabilities, not general availability.Specialist Analysts, shared intelligenceDomain-specific Analyst concepts reuse connected context, evidence and review. Analyst concepts are roadmap capabilities, not general availability.
Specialist Analysts, shared intelligenceDomain-specific Analyst concepts reuse connected context, evidence and review. Analyst concepts are roadmap capabilities, not general availability.
01

Commercial Intelligence

Connect commercial agreements, transactions and claims to revenue and margin decisions.

11 Analysts

Roadmap

Chargeback Analyst

Wholesale Claims & Discrepancy Reconciliation

Explore workflow

Roadmap

Revenue Leakage Analyst

Proactive Settlement Anomaly Detection

Explore workflow

Roadmap

Commercial Master Data Analyst

Customer & Agreement Data Hygiene

Explore workflow
02

Finance Intelligence

Bring transaction context into financial performance, close and cash decisions.

11 Analysts

Roadmap

Financial Close Analyst

Close Exceptions & Dependency Risk

Explore workflow

Roadmap

Working Capital Analyst

Cross-Ledger Operational Optimization

Explore workflow

Roadmap

Financial Variance Analyst

Autonomous Actual vs. Budget Narration

Explore workflow

Roadmap

Finance Master Data Analyst

Chart of Accounts & Entity Consistency

Explore workflow
03

Manufacturing Intelligence

Connect production, materials and quality context to operational decisions.

11 Analysts

Roadmap

Production Planning Analyst

Line Balancing & Constraint Mitigation

Explore workflow

Roadmap

Manufacturing Cost Analyst

Shop-Floor Labor & Overhead Variance

Explore workflow

Roadmap

Manufacturing Master Data Analyst

BOM & Routing Master Consistency

Explore workflow
04

Procurement Intelligence

Connect supplier, purchasing and spend context to accountable sourcing decisions.

11 Analysts

Roadmap

Purchase Order Analyst

Open Commitments & Lifecycle Tracking

Explore workflow

Roadmap

Contract Compliance Analyst

Vendor Terms & SLA Enforcement

Explore workflow

Roadmap

Supplier Risk Analyst

Supply Disruption & Solvency Exposure

Explore workflow

Roadmap

Invoice Exception Analyst

PO-to-Invoice Discrepancy Resolver

Explore workflow

Roadmap

Procurement Savings Analyst

Realized vs. Negotiated Value Capture

Explore workflow

Roadmap

Procurement Master Data Analyst

Vendor Master & Catalog Hygiene

Explore workflow
05

Leadership Intelligence

Give leaders a connected view of enterprise performance, risk and priorities.

7 Analysts

Roadmap

Enterprise Performance Analyst

Multi-Entity Goal & Milestone Tracking

Explore workflow

Portfolio direction, not general availability. Chargeback Analyst is the flagship MVP under development; additional Analyst concepts are on the roadmap.

Business outcomes

Intelligence earns its place through impact.

Connect the platform to executive priorities: revenue, margin, capital, risk and operational performance. Define success in business terms and measure it against agreed baselines.

Business value framework

Revenue Protection

From intelligence to measurable valueEvidence informs a decision; a business owner reviews the action; results are compared with an agreed baseline. Illustrative measures, not customer results.From intelligence to measurable valueEvidence informs a decision; a business owner reviews the action; results are compared with an agreed baseline. Illustrative measures, not customer results.
From intelligence to measurable valueEvidence informs a decision; a business owner reviews the action; results are compared with an agreed baseline. Illustrative measures, not customer results.

Trace potential leakage across pricing, claims and agreements.

What to measure

Potential exposure identified; reviewed exceptions; resolved value.

Agree on baselines, ownership and attribution before implementation. These are measurement opportunities, not claimed customer results.

Discuss your business priorities

Trusted transformation

Intelligence people
can understand.
Decisions they can own.

Enterprise intelligence must make the reasoning clearer and the people responsible for decisions more capable.

Explainable AI

Link findings, explanations and recommendations to source evidence and business context.

Human-centered decisions

Support human review, evaluation and approval before consequential actions.

Measurable outcomes

Follow actions through resolution and outcome tracking; use review feedback to improve configuration.

Evidence, explanation and human oversight are core platform design principles.

Human judgment is the decision gateIntelligence presents evidence and options. A reviewer can approve, revise or return a recommendation for more evidence.Human judgment is the decision gateIntelligence presents evidence and options. A reviewer can approve, revise or return a recommendation for more evidence.
Human judgment is the decision gateIntelligence presents evidence and options. A reviewer can approve, revise or return a recommendation for more evidence.

Delivery methodology

A purposeful journey from discovery to value.

Discover, Design, Build, Validate, Deploy and Optimize. Connect implementation discipline with change management, adoption and business outcomes.

Implementation journey / 1 of 6

Discover

A delivery journey with a learning returnDiscover, Design, Build, Validate, Deploy and Optimize. Adoption and outcome review feed the next cycle of discovery.A delivery journey with a learning returnDiscover, Design, Build, Validate, Deploy and Optimize. Adoption and outcome review feed the next cycle of discovery.
A delivery journey with a learning returnDiscover, Design, Build, Validate, Deploy and Optimize. Adoption and outcome review feed the next cycle of discovery.

Understand the enterprise

Business context, stakeholder priorities, source systems and success measures.

Stage activities

  • Assess current state
  • Define goals and scope
  • Identify stakeholders
  • Evaluate risks and opportunities

1 / 6

Program ManagementChange ManagementRisk ManagementQuality AssuranceAdoptionBusiness Value

Application management & continuous support

Go-live is a beginning.
Improvement is continuous.

SASZEN remains engaged after go-live through an agreed application management and support approach, connecting operational stability, adoption and business value.

Go-live starts the improvement loopMonitor operations, support people, review outcomes and improve configuration. Learning returns to the operating context.Go-live starts the improvement loopMonitor operations, support people, review outcomes and improve configuration. Learning returns to the operating context.
Go-live starts the improvement loopMonitor operations, support people, review outcomes and improve configuration. Learning returns to the operating context.
01

Monitor

Observe agreed application health, exceptions and operational signals.

Explore activities
  • System health and availability
  • Job and interface monitoring
  • Early issue detection and proactive alerts
02

Support

Provide a coordinated path for triage, ownership and resolution.

Explore activities
  • Incident and service request handling
  • Root cause analysis
  • Knowledge base use and agreed resolution arrangements
03

Maintain

Manage agreed configuration, data quality and application upkeep.

Explore activities
  • Routine maintenance
  • Patch and upgrade support
  • Transport and user administration
  • System housekeeping
04

Enhance

Prioritize changes around user feedback and business value.

Explore activities
  • Change management
  • New feature enablement
  • Process improvement
  • Business-driven enhancements
05

Report

Review service activity, recurring issues and outcome measures.

Explore activities
  • Service-level and trend reporting
  • Usage analytics
  • Capacity planning
  • Executive visibility
06

Partner

Maintain an ongoing adoption and improvement conversation.

Explore activities
  • Roadmap alignment
  • Governance and compliance review
  • User training and adoption
  • Ongoing value realization

Service scope, response arrangements and responsibilities are defined for each engagement.

Explore continuous support

Industry intelligence

Enterprise context. Industry relevance.

Explore how SASZEN intelligence can connect industry challenges to evidence-backed recommendations, human decisions and business outcomes.

Industry context

Consumer Products

Industry context changes the intelligenceShared platform intelligence is connected to industry-specific business rules, operational evidence and relevant outcomes.Industry context changes the intelligenceShared platform intelligence is connected to industry-specific business rules, operational evidence and relevant outcomes.
Industry context changes the intelligenceShared platform intelligence is connected to industry-specific business rules, operational evidence and relevant outcomes.

Pricing, promotions and commercial programs create layered exposure.

SASZEN intelligence solutions

Commercial Intelligence

  • Trade promotion and rebate review
  • Channel and gross-to-net analysis

Expected business outcomes

Revenue protection and clearer program economics.

Illustrative application of the platform direction; scope is agreed by implementation.

Explore Consumer Products

Resource Center

Ideas that make
intelligence actionable.

Explore original SASZEN platform perspectives, Analyst briefs and downloadable resources. Build a clearer understanding of enterprise intelligence and its business application.

Explore the Resource Center
Decision intelligence, not just an answerSource evidence and business rules support an explanation. Options enter human review before a decision is owned and tracked.Decision intelligence, not just an answerSource evidence and business rules support an explanation. Options enter human review before a decision is owned and tracked.
Decision intelligence, not just an answerSource evidence and business rules support an explanation. Options enter human review before a decision is owned and tracked.

Transform today. A brighter tomorrow.

Put enterprise intelligence
to work for your business.

Explore how SASZEN's platform approach can connect your business context to explainable decisions and measurable impact.

Request a Demo Contact Us