Nestack Agent Care
Industries / Accounting / E-invoicing agent

Accounting AI agent · E-invoicing

Statutory E-Invoicing & E-Reporting Compliance AI Agent

Map each invoice to the format the destination mandates, transmit it through the required channel, act on clearance responses, and assemble e-reporting submissions, with filing sign-off and tax position staying with an authorised person.

4–6 weeksTypical delivery
Your stackDeployment
Pre-clearanceFiling sign-off
Agent CareAfter launch

What this agent does

Maps and transmits — not the tax call

In
01

The invoice record and its destination jurisdiction are pulled from supported billing, ERP or e-invoicing sources.

02

The schema each field must match is normalised from the source record, with the original value carried forward.

Reason
03

The mandated format — the jurisdiction's schema, structure and required fields — is mapped from the invoice record.

04

The jurisdiction's configured channel and clearance rules decide where and how the transmission is sent.

05

Every mapped field is bound to a source value, and what the mandate leaves ambiguous is marked.

Decide
06

Clearance rejections, schema mismatches and threshold changes are flagged against the configured jurisdiction.

07

Every rejection and flagged transmission is routed to the named tax lead for review.

Out
08

The invoice, the schema it targeted, the transmission result and any correction are retained against the record.

09

Execute write actions only inside the approval boundaries agreed during implementation.

Product statement

The agent maps and transmits the invoice; the tax lead decides on any rejection, and the business stays the filer of record.

Example workflow

One invoice, issuance to filing

AgentHuman
1Invoice generatedERP invoice run, billing system, POS export or invoicing API
2Mandate context assembledCounterparty jurisdiction, transaction type, prior filings and the configured mandate rules
3Invoice mapped to formatSchema, channel, flags and confidence
4Controls appliedSchema validation, duplicate checks, mandate-rule checks and confidence threshold
No human action required

Stages 1 to 4 run unaided, and nothing transmits at any of them — the agent is mapping and validating, and the tax lead's lane opens at the confidence gate.

5DecisionBranches at the confidence threshold
High confidence

Goes to the tax lead to approve.

Low confidence

Adds a compliance read first.

Filing sign-off

The transmission is held with its mapped schema, its flagged fields and the confidence.

Approve · Correct · Escalate to counsel
Approved — released to transmit
6ERP and filing records updatedOnly where write access and approval policy allow it
7Outcome evaluatedClearance outcome, correction turnaround, rejection cause and filing accuracy
Corrections

Every tax-lead correction is counted in the evaluation.

What should not run autonomously

Human approval stays in control

Outside the boundary — human approval required8 items
Deciding a transaction's taxability or VAT rate.
Filing the VAT return or any indirect-tax filing.
Choosing a jurisdiction's tax treatment or position.
Altering an invoice's commercial terms or pricing.
Automation boundaryAgent acts unaided
Map each invoice to the format its destination mandates.
Transmit it through the currently registered, configured channel.
Apply the jurisdiction's validation or post-audit rules.
Flag rejections and threshold changes for the named tax lead.
Any transmission happens inside the boundaries agreed at implementation, never ahead of approval.
Treating a clearance rejection as resolved unseen.
Selecting which certified platform an invoice uses.
Backdating an invoice's statutory issue date.
Deciding the e-reporting scope for a jurisdiction.

Example output

One invoice, annotated

Everything the agent transmits is attached to the mandate it was mapped against.

Transmission output · single invoiceIllustrative example
Invoice
Mapped output
Invoice total
Mandate source
Confidence
Clearance status
Italian clearance invoice
Corrected and resent to SdI within the statutory cure window
€4,250.00
Italy clearance mandate
91%
SdI receipt ID re-issued
As receivedTaken from the invoice record and the SdI response — nothing on this side is inferred by the agent.
Source facts used SdI rejection code Configured mandate rules Platform receipt log
Why this statusA scartata response means the invoice never legally existed and a person still decides.
ActionApproveCorrectEscalate to counsel
What the score decidesBelow the configured threshold the transmission picks up a compliance read before it.

Value

Where AI adds value

The same four claims, placed at the point in the workflow where each one applies.

Where the value landsValue 01 – 04
Every invoiceFrom the invoice record
03Mapping

Map from the record

Draw on the invoice record and the jurisdiction's configured format and channel rules.

01Approved path

Rejected means never issued

A clearance rejection is caught and routed the moment the platform returns it, not at month-end.

02Human review

Send review to the failed sends

Rejections and low-confidence mappings are marked, so the tax lead's read starts where mandate risk concentrates.

04Build an evidence trail

The invoice, the schema it cleared against and the clock the authority stamped stay on the record.

Integrations

Typical integrations

Five system groups connect to the same agent. Which of them are in scope is decided in discovery.

ERP and billing systemsSAP · Oracle · NetSuite
Zuora · Chargebee · custom ERP
National clearance platformsSdI · KSeF · ZATCA Fatoora
PDP/PPF · IRP · MyInvois
Archiving and auditCompliant e-archive stores
Tax-authority audit trails

Agent

E-invoicing compliance

Reads the invoice
Maps and transmits
Holds for sign-off

Tax and filing systemsVAT/GST return systems
E-reporting submission tools
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

Integration availability depends on the client's existing systems and API access.

Agent controls

Six layers between the model and the mandate

Controls nest inward. What the stack misses is set out in the map beneath it.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modeRevert transmission to queue-and-alert when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt, schema-mapping and mandate-configuration changes.Track
L4TraceabilityRecord the invoice, the mapped schema, the transmission result and the sign-off.Record
L3Filing sign-offHold transmissions for the named tax lead; it governs release, not whether the mapping is right.Gate
L2Policy guardrailsTest each mapping against the configured schema, channel and mandate rules; a failure returns it.Restrict
L1Confidence thresholdsRoute low-confidence mappings to a compliance read before the tax lead sees them.Require review
Model coreInvoice mapped — schema, channel, flagged fields and confidence
L1 – L2Test whether a transmission may stand
L3Puts the release in the tax lead's hands
L4 – L5Keep the invoice and the clearance behind it
L6Reverts to queue-and-alert when the channel degrades

How Nestack evaluates it

Evaluate the transmission workflow — not only the mapped schema.

Coverage runs the whole depth of the workflow, and every layer is cut by slice.

Surface — the filing the authority sees
Depth of coverage ▼
E1Final-output evaluationDid the mapped schema clear the destination platform's validation?
E2Step-level evaluationDid the agent use the right jurisdiction, format and channel configuration?
E3Tool evaluationDid it read and write the correct invoice and the correct clearance response?
E4Confidence calibrationDo low-confidence mappings actually attract more clearance rejections?
E5Slice evaluationHow does performance change across specific mandate types?
E6Business outcomeHow many transmissions needed a correction or resend after rejection?
Floor — the outcome the filing entity answers for

Failure modes

Where each failure originates in the agent

Seven failure modes, placed at the stage each one originates.

Agent lifecycleDirection of processing →
01 · Retrieval1 mode
EI-03

Stale registration source

A platform or PDP's registration status is read from a cached list, not the live registry.

Stage gathersInvoice record, counterparty jurisdiction
02 · Reasoning2 modes
EI-04

KSeF legal-date error

Invoice is dated to the seller's ERP stamp, not the platform's receipt time.

EI-06

Threshold misapplied

A phase-in tier or exemption is applied before the counterparty's effective date.

Stage proposesSchema, channel and confidence
03 · Tool / write2 modes
EI-02

Resend abandoned after outage

Transmission is not retried once the platform returns, missing the mandatory window.

EI-05

Obligation conflated

E-reporting data is submitted in place of the separate e-invoicing obligation.

Stage writesOnly where write access and approval policy allow it
04 · Output1 mode
EI-01

Rejection read as accepted

A submission acknowledgement is treated as clearance, not the platform's later validation.

Stage returnsThe status the indirect-tax lead approves
05 · Change / Version1 mode
EI-07

Silent mandate regression

A schema or channel update changes what the agent will map without notice.

Stage tracksModel, prompt, schema and channel rules
Sev-1 · transmits outside the boundary Sev-2 · a wrong filing reaches the authority Sev-3 · source degrades, routes to review

Affected slices

One mandate carries the rejection rate

A national pass rate can look acceptable while one mandate cohort — a new country, a reverse-charge flow, a correction — absorbs most of the rejections. Nestack reports the rejection rate by slice, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
First invoices under a new mandate7.4%3.9× Review
Cross-border B2B with reverse charge5.2%2.7× Review
Credit notes and corrections3.1%1.6× Watch
Domestic B2B, steady state1.9%0.7× Normal
Bar: rejection-rate lift vs. the domestic steady-state baseline · scale 0–4.0× · tick at 2.0× 2 of 4 slices over threshold

Evidence-linked improvement

Every cycle ends with a new regression case

A cycle closes when the rejection is a case the next release has to clear. That suite is what the next invoice transmitted is measured against.

Improvement cycle · five stagesSwitchback — the path turns at Improve and returns at Learn
01Detect

Rejection rate rises in a mandate slice.

02Diagnose

The transmission the platform refused is read back against its schema and the jurisdiction's rule until the cause narrows to one.

03Improve

The correction is versioned, with the invoices that motivated it attached.

04Verify

A failing schema case holds the release until it passes.

05Learn

The case is added permanently, and the jurisdiction rules move with it.

Learn → DetectThe return edge. Detection next time runs against a suite one rejection longer.

Typical build scope

Twelve workstreams across six weeks

The build scope read against the delivery timeline. Week structure follows the six-week plan — discovery, sources, mapping workflow, evaluation, integration, then production validation and handover.

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01E-invoicing workflow discovery and boundary mapping.
02ERP, billing and registry assessment.
03Jurisdiction, format, channel and clearance-rule mapping.
04Invoice ingestion and field normalisation.
05Mandate retrieval and mapping logic.
06Confidence scoring and rejection routing.
07Filing sign-off workflow.
08Billing-system and platform integration.
09Schema and clearance cases.
10Guardrails and transmission controls.
11Invoice-trail instrumentation.
12Deployment, documentation and Agent Care handover.
12 workstreams · 6 weeks · bar shows the weeks a workstream is active — several run in parallel Final scope and sequence confirmed in discovery

Engagement tiers

What each tier includes

Rows are the capabilities named in each tier's scope. Higher tiers include everything below them.

Capability✓ in scope · — not at this tier PilotOne jurisdiction, one entity ProductionProduction billing systems AdvancedMultiple countries / entities
Introduced at Pilot
Mapping to your mandate rules
Filing sign-off
Clearance-rate baseline
Introduced at Production
Reporting by jurisdiction
Sign-off workflow in your systems
Approved transmission
Billing-system integration
Introduced at Advanced
Multi-jurisdiction mandate rules
Multi-stage filing sign-off
High invoice volume
Multi-country mandate controls
Build price From $5,000 From $8,000 Custom quote
Final build priceConfirmed after discovery based on integrations, workflow complexity, transaction volume, approval controls and deployment requirements.
Separate from buildBuild pricing is separate from recurring Agent Care, which covers managed monitoring, evaluations, incidents and verified improvements after launch.

What we need from you

What you bring, and what we build with it

Each input maps to a piece of build scope and a week in the delivery timeline.

You bringWe build with it
01Your invoice fields and ERP record structure Invoice ingestion and mandate-field mappingWeek 1
02Representative invoices across your markets Mapping baseline, schema extraction and field bindingWeek 2
03Your jurisdiction list and mandate configuration Jurisdiction, format and channel-rule mappingWeek 1
04Access to relevant APIs, feeds or exports ERP, billing and platform-registry assessment, then integration setupWeek 2
05Invoices you would not want transmitted Rejection cases and the evaluation suiteWeek 4
06What no invoice may leave without Confidence scoring, rejection routing, guardrails and sign-off controlsWeek 3
07Named tax leads to sign off transmissions Filing sign-off workflow, then pilot and production validationWeeks 5–6
Nothing else is required Deployment, documentation and Agent Care handover are ours.

Delivery timeline

Four phases across six weeks

Weeks are drawn where the work sits, so the fifth carries both evaluation and the first live transmissions.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1E-invoicing discovery, mandate mapping and the automation boundary W2Source integration and the mapping baseline W3Mapping workflow, confidence logic and sign-off controls W4Evaluation suite, schema checks and failure-mode testing W5Platform integration, pilot transmissions and targeted corrections W6One filing period transmitted under the indirect-tax lead, then handover
Reading the bandA bar covers only the weeks its work is named in. The week 5 overlap is real, not padding.
At the end of W6Validation closes on live transmissions, and Agent Care takes over monitoring.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Accounting AI agent

Build an e-invoicing agent around each mandate's format and channel.

Show us your invoicing systems, your mandate countries and who owns filing sign-off. What does each jurisdiction actually require? We map the format, the channel and the sign-off chain before anything transmits.

Nestack Agents · E-invoicing complianceAGT-ACC-17 · Agent Care available after launch