Automate
reconciliation. Secure 5% margin.

Eliminate financial blind spots: Our AI detects discrepancies before they turn into real revenue loss.

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Trusted by leaders in logistics, retail & B2B Services

Logistics suppliers

Retail suppliers

B2B Services

Service Reconciliation

Match services, settlements and payments

Service Rec. ID

Service Reconciliation

Invoice Reconciliation

Payment Reconciliation

SRV-9001

250 positions

Correctly Matched

Correctly Settled

SRV-9006

850 positions

Claim Open

Correctly Matched

Correctly Settled

SRV-9007

1200 positions

Correctly Matched

Correctly Settled

SRV-9008

1950 positions

Discrepancies

Correctly Matched

Correctly Settled

How reconciliation works

Records from different sources flow through Donnerstag.ai reconciliation layer.
Relevant fields are identified automatically and evaluated at position level. Matched records are classified by confidence, while deviations are clearly highlighted. Discrepancies are captured as structured system outcomes, ready for review and resolution. All reconciliation results remain consistent and traceable across related records and reconciliations.

Records from different sources flow through Donnerstag.ai reconciliation layer.
Relevant fields are identified automatically and evaluated at position level. Matched records are classified by confidence, while deviations are clearly highlighted. Discrepancies are captured as structured system outcomes, ready for review and resolution. All reconciliation results remain consistent and traceable across related records and reconciliations.

Reconciliation Hub

Custom Views

Templates

Integrations

Clients

Suppliers

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9,000 positions added this month

Welcome to your financial reconciliation hub

Build and manage your reconciliations

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All categories

Active Reconciliations

2 flows

Services vs. Self-Billed Invoice

SBI Receivables

Logistics

Self-Billed Invoice vs. Bank

SBI Receivables

Logistics

Settlement Documents

Doc. ID

Standard templates or custom reconciliations

Start with pre-defined reconciliation templates based on sector and use case, covering common reconciliation patterns teams face in practice.
When requirements go beyond standard scenarios, reconciliations can be configured to reflect your specific business logic, without changing your existing systems.

Start with pre-defined reconciliation templates based on sector and use case, covering common reconciliation patterns teams face in practice.
When requirements go beyond standard scenarios, reconciliations can be configured to reflect your specific business logic, without changing your existing systems.

From aggregated data to position-level clarity

Donnerstag reconciles records at position level, even when they are grouped, summarized, or reported differently across systems.
Matches and deviations are clearly classified, making it immediately visible what is settled, what requires attention, and where risk exists.

Donnerstag reconciles records at position level, even when they are grouped, summarized, or reported differently across systems.
Matches and deviations are clearly classified, making it immediately visible what is settled, what requires attention, and where risk exists.

Service ID

Status

Price

SRV-4410

Matched

€48,500

SRV-4411

Has Claim

€125,400

SRV-4412

Risk

€160,100

Expected

Contract / Service data

Base Rate

€380,000

Detention Cost

€32,200

Total

€412,200

Detention cost not included

€32,200

at risk

Actual

Self-billed invoice

Base Rate

€380,000

Detention Cost

€0

Total

€380,000

Explainable proof for every discrepancy

Donnerstag compares expected records against actual records at position level using clear, deterministic logic supported by AI. When values do not align, the deviation is isolated and documented with an explicit reason.
Each discrepancy is mathematically traceable back to its source, making differences transparent, explainable, and auditable.

Donnerstag compares expected records against actual records at position level using clear, deterministic logic supported by AI. When values do not align, the deviation is isolated and documented with an explicit reason.
Each discrepancy is mathematically traceable back to its source, making differences transparent, explainable, and auditable.

Traceability and auditability by design

Every record, rule, and reconciliation outcome is fully traceable back to its source. Original data remains unchanged, while all logic, decisions, and actions are documented according to defined rules. Findings can be automatically reported and reviewed, creating audit-ready results without manual effort.

Every record, rule, and reconciliation outcome is fully traceable back to its source. Original data remains unchanged, while all logic, decisions, and actions are documented according to defined rules. Findings can be automatically reported and reviewed, creating audit-ready results without manual effort.

SRV-9003-L001

FTL München → Hamburg

Discrepancy

Attribute

Logistics Data

Invoice Data

Base Rate

€850,00

Diesel Surcharge

12%

10%

Toll

€45,00

Weight

24.000 kg

22.500 kg

Linked Documents

SES-2025-9903

INV-2025-8004

Open Claim (#CLM-001)

Plugs into your existing stack

No rip-and-replace. We layer on top of your current systems via native connectors or APIs. Live in weeks, not months.

Insights for modern CFOs

Get a clear view of reconciliation status, open discrepancies, and areas that require attention — without manual reporting or spreadsheet consolidation.

Donnerstag provides structured visibility into what is settled, what is unresolved, and where financial or operational risk exists, based on reconciliation outcomes not assumptions.

Get a clear view of reconciliation status, open discrepancies, and areas that require attention — without manual reporting or spreadsheet consolidation.

Donnerstag provides structured visibility into what is settled, what is unresolved, and where financial or operational risk exists, based on reconciliation outcomes not assumptions.

< 3–6 months ROI

3–5% revenue loss prevented

0% manual data entry

Reconciliation Health

Revenue at risk: €160,100

Not Billed: €69.600

4.9%

Contract Deviations: €125,400

Rate Deviation: €48.500

3,9%

Settlements > Services

Settlements Received

€3,520,100

Linked to Services

€80,000

4,9%

Without Service Proof

€80,000

Progress

Service Positions Reconciled

85,1%

Settlements Documents Linked

88,7%

Payments Matched

94,2%

+103 open cases

Real Results From Real Suppliers.

How Happe saved 225 hours of financial workload

With Donnerstag.ai, we gained transparency over discrepancies between services, self-billed invoices and payments — we can finally focus on our day-to-day business again.

discrepancies detected

less time used to close monthly books

hours saved and redirected to growth

Reconciliation across complex operating environments

Industry-specific reconciliation challenges require more than generic matching.

Logistics

Delivered services vs. contracted transport rates, including surcharges and accessorials

Why this is a problem

Services are delivered in fragments, while rates and surcharges change frequently. Invoices often bundle multiple services, making manual validation slow and error-prone. Small deviations accumulate over time and are difficult to prove.

more Logistics use cases

B2B Services

Logged service hours vs. contract scope and recurring self billed/invoices

Why this is a problem

Service delivery is recorded operationally, while billing follows contractual assumptions. Deviations in hours, scope, or timing are common and hard to track across billing periods, leading to disputes or unnoticed revenue leakage.

more B2B Services use cases

Retail

Delivered quantities and returns vs. selfbilled/invoices and customer deductions

Why this is a problem

High transaction volumes and frequent returns create mismatches between delivery data, invoices, and payments. Deductions are often applied without clear references, forcing teams into manual exception handling.

more Retail use cases

Shed light on your transaction data

Start with a free historical analysis to see how much revenue you lost last month.

Book a demo

Shed light on your transaction data

Start with a free historical analysis to see how much revenue you lost last month.

Book a demo

Shed light on your transaction data

Start with a free historical analysis to see how much revenue you lost last month.

Book a demo

Automate reconciliation. Secure 5% margin.

Trusted by leaders in logistics, retail & B2B Services

How reconciliation works

How reconciliation works

Standard templates or custom reconciliations

Standard templates or custom reconciliations

From aggregated data to position-level clarity

From aggregated data to position-level clarity

Donnerstag reconciles records at position level, even when they are grouped, summarized, or reported differently across systems.Matches and deviations are clearly classified, making it immediately visible what is settled, what requires attention, and where risk exists.

Explainable proof for every discrepancy

Explainable proof for every discrepancy

Traceability and auditability by design

Traceability and auditability by design

Plugs into your existing stack

Plugs into your existing stack

No rip-and-replace. We layer on top of your current systems via native connectors or APIs. Live in weeks, not months.

Insights for modern CFOs

Insights for modern CFOs

Get a clear view of reconciliation status, open discrepancies, and areas that require attention — without manual reporting or spreadsheet consolidation.

Donnerstag provides structured visibility into what is settled, what is unresolved, and where financial or operational risk exists, based on reconciliation outcomes not assumptions.

Real Results From Real Suppliers.

Real Results From Real Suppliers.

How Happe saved 225 hours of financial workload

Reconciliation across complex operating environments

Reconciliation across complex operating environments

Industry-specific reconciliation challenges require more than generic matching.

Logistics

B2B Services

Retail

Shed light on your transaction data

Start with a free historical analysis to see how much revenue you lost last month.

Shed light on your transaction data

Start with a free historical analysis to see how much revenue you lost last month.

Shed light on your transaction data

Start with a free historical analysis to see how much revenue you lost last month.

Automate
reconciliation. Secure 5% margin.

Donnerstag reconciles records at position level, even when they are grouped, summarized, or reported differently across systems.
Matches and deviations are clearly classified, making it immediately visible what is settled, what requires attention, and where risk exists.