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Electronics AI agent · CRA reporting

CRA Vulnerability-Reporting AI Agent

Draft the Article 14 report from evidence already assembled — the exploitation proof, the models still in the field, the date a fix became available — and leave the trigger to a named person.

4–6 weeksTypical delivery
Your stackDeployment
Evidence firstNamed reporter
Agent CareAfter launch

What this agent does

Drafts the report, never the trigger

In
01

A report of exploitation arrives, and the clock runs from awareness, not from the day the ticket was triaged.

02

A finding meets Art. 3(42) only on reliable evidence of exploitation, never on a severity score.

Reason
03

A legacy model stays in scope — Art. 69(3) reaches products placed on the market before 11 Dec 2027.

04

An incident is read against the Art. 14(5) limbs, the capable-of limb included, by a named person.

05

A fix becomes available, and that date, not the drafting date, starts the 14-day clock.

Decide
06

A severe incident closes one month after the notification, so the two final clocks never run together.

07

A channel is checked before it is needed — ENISA had published no platform URL and no API on 23 August 2026.

Out
08

A record is kept whole — the evidence, the estate it reached, the drafts and the person who submitted.

09

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

Product statement

The agent drafts and keeps the record; a named person decides the trigger is met, signs the report and submits it, and the manufacturer answers for it.

Example workflow

One finding, evidence to submission

AgentHuman
1Exploitation evidence receivedVulnerability tracker, researcher report, telemetry or a CSIRT contact
2Affected estate assembledSKUs, firmware ranges, legacy models still in the field and the component mapping behind each
3Report draftedEarly warning, notification and final report against the fields ENISA publishes
4Controls appliedClock checks, evidence-sufficiency checks, estate-coverage checks and completeness confidence
No human action required

Stages 1 to 4 run unaided, and nothing is reported at any of them — the agent is drafting, and the product security lane opens at the completeness gate.

5DecisionBranches at the completeness gate
Evidence sufficient

Goes to the product security lead to submit.

Anything thin

Adds a regulatory counsel read first.

Product security review

The draft is held with its clocks, its evidence and its gaps.

Submit the report · Append evidence · Send to counsel
Submitted — by a named person
6Tracker and case records updatedOnly where write access and disclosure policy allow it
7Outcome evaluatedClock margin, evidence completeness, counsel corrections and what a later review found
Corrections

Each counsel 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 vulnerability is actively exploited.
Submitting to a CSIRT, to ENISA or to any authority.
Signing or sending an early warning.
Deciding an incident is severe under Art. 14(5).
Automation boundaryAgent acts unaided
Assemble the exploitation evidence and name the source it came from.
Run each reporting clock from the moment of awareness.
Map a component finding to the SKUs your SBOM depth reaches.
Draft the report against the fields ENISA publishes.
Nothing reaches an authority except by a named person, inside the agreed boundaries.
Judging that a legacy model has left scope.
Telling a user their product is unaffected.
Setting a support period, or reading one into a DoC.
Changes to trigger rules, clocks or report templates.

Example output

One finding, annotated

No platform URL and no API were published on 23 August 2026, and the record is what a person submits from.

Report draft · single findingIllustrative example
Finding
Drafted as
Clock
Evidence of record
Confidence
Held for
Gateway firmware, legacy range
Early warning, actively exploited, evidence attached
Hour 9 from awareness
Researcher packet, 21 August 2026
Held unsubmitted
The product security lead, in person
As receivedTaken from the researcher packet and the build inventory — the mapping reaches as far as the SBOM does.
What the record holds The exploitation proof Affected-range mapping Fix-availability date
Why no trigger call hereReliable evidence is the Art. 3(42) test, and the July 2026 guidance is non-binding.
ActionSubmit the reportAppend evidenceSend to counsel
What the score decidesBelow the configured threshold the draft picks up a counsel read before.

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 findingFrom the vulnerability tracker
03Evidence

One product, one regulation

R155 type approval belongs to our automotive agent and plant OT to our manufacturing one; this is a product in the field.

01Approved path

What the evidence showed

Art. 69(3) applies Article 14 to every in-scope product placed before 11 December 2027 — the date Art. 64 penalties start.

02Human review

Where the support period lives

In the notice our firmware agent echoes, not in the EU declaration of conformity — and Art. 13(8) sets a floor that expected use time can lower.

04Build an evidence trail

The evidence, the product range it reached and the person who reported 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.

Reporting channelsENISA Single Reporting Platform
Coordinating CSIRT contacts
Vulnerability sourcesCVE feeds · researcher reports
Telemetry · threat intelligence
Product and build recordsPLM · build inventory
SBOM · component mapping

Agent

CRA vulnerability reporting

Reads the evidence
Drafts the report
Holds for the reporter

Case and ticket systemsJira · ServiceNow
PSIRT case records
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six meshes between the model and the report

Six meshes, the coarsest first. Whatever falls through every one of them is set out in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modePull the agent back to evidence assembly only when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt, trigger-rule and field changes; the Art. 14(10) act is not adopted.Track
L4TraceabilityRecord the evidence, the clocks, the estate mapped and each read of the draft.Record
L3Reporter releaseHold the draft for a named human; it governs submission, and not whether the trigger is met.Gate
L2Policy guardrailsTest the draft against the clocks, the Art. 14(5) limbs and your SBOM depth; no format is mandated.Restrict
L1Confidence thresholdsRoute a thin draft to a counsel read before the product security lead sees it.Require review
Model coreDraft assembled — the evidence, the clocks, the estate reached and completeness
L1 – L2Test whether a draft may stand
L3Puts the submission in a person's hands
L4 – L5Keep the finding and the evidence behind it
L6Holds the finding unreported when signals degrade

How Nestack evaluates it

Evaluate the whole assembly — not only the draft that comes out.

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

Surface — the report an authority reads
Depth of coverage ▼
E1Final-output evaluationDid the draft record the evidence that started the clock?
E2Step-level evaluationDid the agent use the right clock, the right estate and the current fix date?
E3Tool evaluationDid it read and write the correct finding and the correct product record?
E4Confidence calibrationDo low-confidence drafts actually attract more counsel corrections?
E5Slice evaluationHow does performance change across specific product families?
E6Business outcomeHow many drafts needed a correction before the lead submitted them?
Floor — the outcome the manufacturer answers for

Failure modes

Where each failure originates in the agent

Seven failure modes, placed at the stage where each one actually starts.

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

Superseded advisory

The evidence read comes from a withdrawn advisory.

Stage gathersThe evidence, the estate, the clocks and the fields
02 · Reasoning2 modes
IC-04

Trigger read from a score

Severity stands in for evidence of exploitation.

IC-06

Legacy estate dropped

Products placed before 2027 fall out of the draft.

Stage proposesThe evidence, the clocks applied and completeness
03 · Tool / write2 modes
IC-02

Clock started from triage

The clock runs from the ticket, not from awareness.

IC-05

Wrong final clock run

The one-month clock is run from the fix date.

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

Reported, evidence unrecorded

The record shows a submission but not what produced it.

Stage returnsThe report a person signs and the authority reads
05 · Change / Version1 mode
IC-07

Silent trigger regression

A rule change moves the trigger without moving the record.

Stage tracksModel, prompt, trigger rules and report fields
Sev-1 · a report leaves without a person Sev-2 · a wrong trigger reaches the record Sev-3 · source degrades, draft holds unsent

Affected slices

One product family absorbs the corrections

A portfolio-level trigger-evidence figure can read clean while one product family absorbs most of the corrections. Nestack reports the counsel-correction rate by product family, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Legacy models still in the field10.4%3.6× Review
Products on third-party stacks7.9%2.8× Review
Connected consumer devices4.8%1.7× Watch
Current-generation industrial units1.9%0.7× Normal
Bar: counsel-correction-rate lift vs. current-generation industrial baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

What an unreconstructable record costs

A cycle closes when the missed legacy model is a regression case. That suite is what the next report drafted is measured against.

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

Counsel-correction rate rises in one product family.

02Diagnose

The exploit report that named a model line nobody still shipped is read back until one cause remains.

03Improve

The change ships numbered, and the findings that forced it ride with it.

04Verify

Nothing releases while one touched product case is still red.

05Learn

It is kept permanently, and the trigger rules are amended in the very same commit.

Learn → DetectThe return edge. The next report is measured against a suite one case 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, report assembly, evaluation, integration, then production validation and handover.

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Reporting-workflow discovery and boundary definition.
02Tracker, PLM and telemetry sources.
03Trigger-rule, clock and affected-estate mapping.
04Evidence ingestion and normalisation.
05Estate, component and SBOM-depth binding.
06Completeness scoring and counsel routing.
07Reporter submission workflow.
08Tracker and case-system integration.
09Trigger and evidence cases.
10Guardrails and reporting controls.
11Finding-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 product family, one channel ProductionProduction reporting workflow AdvancedMultiple families / regions
Introduced at Pilot
Report drafting to your rules
Named-reporter submission
Product-estate baseline
Introduced at Production
Reporting by product family
Submission workflow in your systems
Approved write-back
Vulnerability-tracker integration
Introduced at Advanced
Multi-authority reporting duties
Cross-family evidence packs
High finding volume
Multi-authority notification 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 product estate and build records Estate ingestion and component mappingWeek 1
02Representative findings and advisories Draft baseline, clock binding and evidence captureWeek 2
03Your trigger rules and reporting channels Trigger-rule, clock and channel mapping and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports Tracker, PLM and telemetry assessment, then integration setupWeek 2
05Findings you would not want reconstructed Trigger cases and failure-mode testingWeek 4
06What no draft report may assert Completeness scoring, counsel routing, guardrails and submission controlsWeek 3
07A named product security lead to submit Reporter submission 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

These bands are the weeks each phase honestly costs, and that is why the fifth of them carries two.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Reporting workflow discovery, trigger mapping and the automation boundary W2Source integration and the estate baseline W3Draft assembly, clock logic and submission controls W4Evaluation suite, trigger cases and failure-mode testing W5Tracker integration, pilot findings and targeted corrections W6One reporting quarter run under the product security lead, then Agent Care handover
Reading the bandA bar covers only the weeks its own work is named in. The doubled fifth week is real work, not padding.
At the end of W6Validation closes on live findings, and Agent Care picks up the watch.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Electronics AI agent

Build a CRA reporting agent around a clock that starts without warning.

Show us how a finding reaches you today and who submits on 11 September. If anything you placed on the market before December 2027 is still in the field, then Art. 69(3) already puts it inside Article 14, and the record is read back long after.

Nestack Agents · CRA vulnerability reportingAGT-EL-12 · Agent Care available after launch