Inventory Agent
Automate asset inventory - from target/actual comparison to inventory report.
Generates inventory lists from fixed asset accounting, reconciles target and actual balances.
Analyse your process
Rule-based target/actual reconciliation, impairment and disposal stay with humans
The agent automates the inventory reconciliation of target against actual via deterministic matching logic, flags shortages and double counts, and hands impairment and disposal decisions to the responsible specialist.
Outcome: Inventory cycle reduced from 3 weeks to 5 working days, asset-capture completeness above 98 percent, and audit-proof reconciliation record.
The 8 decision steps represent the inventory logic that used to live in manually maintained spreadsheets:
One in three register entries is a ghost asset
Between 10 and 30 percent of all entries in asset registers are so-called ghost assets - items that exist only on paper (source: CPCON Group, Fixed Asset Register Guide 2026). The annual physical inventory is meant to prevent exactly that. In practice, it often fails at the process level: manual counting across sites, spreadsheet-based reconciliation, weeks of follow-up. The Inventory Agent solves this problem by taking over the rule-based portion of the inventory entirely and stopping only where human judgement is required.
One in three assets on the register exists only on paper
Ghost assets accumulate gradually. A printer is replaced, but the disposal is never posted. A machine moves to another site without a master data update. After five years without a physical check, the asset register has drifted far enough from reality that the inventory becomes a clean-up project. The consequences are measurable: inflated insurance premiums calculated on overstated book values, unnecessary depreciation on assets long since scrapped, and in the worst case a qualified audit opinion because the statutory auditor cannot accept the gap between register and reality.
Manual inventory does not scale across locations
A mid-sized machinery manufacturer with four production sites and 8,000 assets knows the pattern: three weeks before the count date, coordination begins. Inventory teams are assigned, count sheets printed, scanners distributed. Each site counts at its own pace. Results come back by email - as spreadsheets in different formats. Central consolidation takes another two weeks. Shortfalls surface late, recounts delay the close. The result: the inventory consumes four to six weeks of labour, and doubts about completeness persist.
The agent separates counting from valuing
The Decision Layer divides the asset inventory into two categories of decisions. Rule-based steps - generating the inventory list from the ERP, capturing the actual count, performing the target/actual reconciliation, identifying shortfalls, preparing correction postings - run automatically. The agent matches book balances against physical counts and produces difference lists by site, cost centre and asset class.
Two decisions remain with the human: Has an asset lost value? Should it be disposed of? These valuation questions require inspection and judgement. The agent supplies the decision basis - age, remaining useful life, condition from the last capture - but the sign-off rests with the specialist department. The process stays audit-compliant without tying up human capacity on counting work.
RFID-based capture lifts accuracy above 95 percent
Manual inventory with barcode scanners typically achieves accuracy rates of 85 to 95 percent. RFID-based capture improves accuracy further and significantly shortens capture time. The Inventory Agent supports both technologies: where RFID tags are present, it captures the actual balance of a room in seconds rather than hours. Where only barcodes are available, it orchestrates the manual capture with site-specific lists and real-time progress tracking. The RFID infrastructure investment pays back in practice within a few years - not only through faster inventory, but also through better asset location tracking in daily operations.
Correction postings are ready on inventory day
The real goal of the inventory is not the count but a clean asset register. The Inventory Agent prepares correction postings as soon as a discrepancy is confirmed: disposal entries for missing assets, unscheduled depreciation for impaired assets, location corrections for relocated items. At the end stands an inventory report documenting the entire process - from the target list through the actual capture to the sign-off on every single correction. The statutory auditor receives not just a result but the complete decision trail. That accelerates the financial audit and reduces follow-up queries to the essentials.
Micro-Decision Table
Who decides in this agent?
8 decision steps, split by decider
Generate inventory list Which assets must be inventoried? Rules Engine
Target balance from fixed asset accounting, complete list
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Capture actual balance Was the asset physically found? Rules Engine
Data capture via barcode scan or manual entry
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Perform target/actual reconciliation Does the actual balance match the target balance? Rules Engine
Numerical comparison, deterministic difference calculation
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Identify shortfalls Which assets are missing or surplus? Rules Engine
Difference list from target/actual reconciliation
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Assess impairment Is there an unscheduled impairment and how much? Human Auditor
Commercial judgement - physical condition, market development, technical obsolescence
Decision Record
Challengeable: Yes - via manager, works council, or formal objection process.
Challengeable by: Auditor
Disposal decision Should the asset be disposed of and written off? Human Auditor
Commercial judgement - repairability, continued use, disposal
Decision Record
Challengeable: Yes - via manager, works council, or formal objection process.
Challengeable by: Auditor
Prepare correction postings Which postings are required for identified differences? Rules Engine Auditor
Posting logic: unscheduled depreciation, disposal, write-up
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Challengeable by: Auditor
Create inventory report Is the report complete and correctly annotated? Rules Engine Auditor
Data rule-based (R), annotation and summary by LLM (A)
Decision Record
Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.
Challengeable by: Auditor
Decision Record and Right to Challenge
Every decision this agent makes or prepares is documented in a complete decision record. Affected parties (employees, suppliers, auditors) can review, understand, and challenge every individual decision.
Does this agent fit your process?
We analyse your specific finance process and show how this agent fits into your system landscape. 30 minutes, no preparation needed.
Analyse your processGovernance Notes
Mixed decision distribution (2H / 5R / 1A). Human decisions for impairment and disposal - both require commercial judgement and are balance-sheet-relevant. HGB Paragraph 240 (inventory obligation), HGB Paragraph 253 Abs. 3 (unscheduled depreciation) as direct legal bases.
GoBD-compliant: inventory lists, actual captures and differences are archived as immutable documents. The inventory report is part of the annual statement documentation. During tax audits, proper inventory is a regular audit point. Paragraph 203 StGB relevant: fixed assets can reveal trade secrets.
§203 StGB-relevant data is encrypted end-to-end and never passed to AI models in plain text.
Process Documentation Contribution
Assessment
Prerequisites
- Fixed asset accounting with complete master data and book values
- Inventory capture system (barcode/RFID scanner or manual entry)
- Access to physical locations of assets
- Depreciation Agent for current accumulated depreciation
Infrastructure Contribution
The Inventory Agent uses the master data from the Asset Capitalisation Agent and accumulated depreciation from the Depreciation Agent. The target/actual reconciliation pattern is reused as a template for all reconciliation processes (bank reconciliation, intercompany matching). The valuation escalation (agent prepares, human decides) is the reference pattern for all Finance agents with discretionary decisions. Builds Decision Logging and Audit Trail used by the Decision Layer for traceability and challengeability of every decision.
What this assessment contains: 9 slides for your leadership team
Personalised with your numbers. Generated in 2 minutes directly in your browser. No upload, no login.
- 1
Title slide - Process name, decision points, automation potential
- 2
Executive summary - FTE freed, cost per transaction before/after, break-even date, cost of waiting
- 3
Current state - Transaction volume, error costs, growth scenario with FTE comparison
- 4
Solution architecture - Human - rules engine - AI agent with specific decision points
- 5
Governance - EU AI Act, GoBD/statutory, audit trail - with traffic light status
- 6
Risk analysis - 5 risks with likelihood, impact and mitigation
- 7
Roadmap - 3-phase plan with concrete calendar dates and Go/No-Go
- 8
Business case - 3-scenario comparison (do nothing/hire/automate) plus 3×3 sensitivity matrix
- 9
Discussion proposal - Concrete next steps with timeline and responsibilities
Includes: 3-scenario comparison
Do nothing vs. new hire vs. automation - with your salary level, your error rate and your growth plan. The one slide your CFO wants to see first.
Show calculation methodology
Hourly rate: Annual salary (your input) × 1.3 employer burden ÷ 1,720 annual work hours
Savings: Transactions × 12 × automation rate × minutes/transaction × hourly rate × economic factor
Quality ROI: Error reduction × transactions × 12 × EUR 260/error (APQC Open Standards Benchmarking)
FTE: Saved hours ÷ 1,720 annual work hours
Break-Even: Benchmark investment ÷ monthly combined savings (efficiency + quality)
New hire: Annual salary × 1.3 + EUR 12,000 recruiting per FTE
All data stays in your browser. Nothing is transmitted to any server.
Inventory Agent
Initial assessment for your leadership team
A thorough initial assessment in 2 minutes - with your numbers, your risk profile and industry benchmarks. No vendor logo, no sales pitch.
All data stays in your browser. Nothing is transmitted.
Related Pages
Related Agents
Asset Capitalisation Agent
Identify, capitalise and record assets in the asset register.
Depreciation Agent
Calculate depreciation - from straight-line to immediate low-value asset write-off.
Lease Accounting Agent
Account for lease contracts - from contract extraction to disclosure note.
Frequently Asked Questions
Does the agent also work with RFID-based inventory?
Yes. The agent accepts actual data from any capture system - barcode, RFID, manual entry. The interface is standardised and independent of the capture method.
How are missing assets handled?
The agent identifies missing assets automatically and escalates for a disposal decision. The clerk decides whether to search further, dispose of or correct the inventory list. Every decision is documented.
Can the inventory also be performed during the year (cut-off inventory, perpetual inventory)?
Yes. The agent supports cut-off inventory, shifted inventory and perpetual inventory. For perpetual inventory, sub-areas are checked on a rolling basis - the agent ensures every asset is captured at least once per year.
What Happens Next?
30 minutes
Initial call
We analyse your process and identify the optimal starting point.
1 week
Discover
Mapping your decision logic. Rule sets documented, Decision Layer designed.
3-4 weeks
Build
Production agent in your infrastructure. Governance, audit trail, cert-ready from day 1.
12-18 months
Self-sufficient
Full access to source code, prompts and rule versions. No vendor lock-in.
Implement This Agent?
We assess your finance process landscape and show how this agent fits your infrastructure.