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Industries / Electronics / Type-approval agent

Electronics AI agent · Type approval

Type-Approval & Market-Access AI Agent

Carry one file per model per market — the certificate, the representative named on it, the standards edition behind it — and raise the renewal while a named person still has time to file.

4–6 weeksTypical delivery
Your stackDeployment
Clocks trackedNamed filer
Agent CareAfter launch

What this agent does

Tracks the certificate, never files it

In
01

A certificate nears expiry, and the clock runs from the date the authority issued it, not the day anyone noticed.

02

A UK statement of compliance carries the signature, name and function of the signatory, per Sch. 4(f).

Reason
03

A BIS CRS certificate runs late in India, and past the 90-day mark the renewal becomes a fresh application instead.

04

A UAE dealer registration and a TDRA type approval run separate clocks, and the dealer one gates the submission.

05

A Saudi CST term is read from test-house guidance, and those sources give twelve months and two years both.

Decide
06

A module is swapped, and every market that granted on the old configuration goes back in front of a named person.

07

A representative named on a certificate leaves, and an approval held in another name is suddenly nobody's approval.

Out
08

A record is kept whole — the certificate, the mandate behind it, the renewal filed and the person who signed it.

09

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

Product statement

The agent assembles the file and runs the clocks; a named regulatory affairs person, or the in-country representative, signs and files, and the manufacturer answers for the market.

Example workflow

One model, one market, certificate to filing

AgentHuman
1Certificate on fileRegulator database, test-house certificate, representative mandate or a renewal notice
2Market file assembledThe issuing body, the representative named on it, the standards edition and the configuration the approval assumed
3Clocks setExpiry, the renewal window and the lead time the authority actually takes
4Controls appliedClock checks, mandate checks, standards-edition checks and completeness confidence
No human action required

Stages 1 to 4 run unaided, and nothing is filed at any of them — the agent is assembling, and the regulatory affairs lane opens at the completeness gate.

5DecisionBranches at the completeness gate
Pack complete

Goes to the regulatory affairs lead to file.

Anything thin

Adds an in-country representative read first.

Regulatory affairs review

The pack is held with its clocks, its certificate history and its gaps.

File the renewal · Append evidence · Send to the representative
Filed — by a named person
6Certificate register updatedOnly where write access and disclosure policy allow it
7Outcome evaluatedClock margin, pack completeness, representative corrections and what a later audit found
Corrections

Each representative correction is counted in the evaluation.

What should not run autonomously

Human approval stays in control

Outside the boundary — human approval required8 items
Signing or filing an application for type approval.
Acting as the in-country representative of record.
Declaring a product unchanged since its approval.
Deciding that a market is open to a model.
Automation boundaryAgent acts unaided
Build one file per model per market from your own certificate records.
Run each expiry clock from the date on the certificate.
Flag the module or BOM change the approval never assumed.
Draft the renewal pack against what the authority asks.
No filing reaches an authority except by a named signatory, inside the boundary.
Judging that a representative mandate is still live.
Reading silence from a regulator as permission.
Choosing a certification body or a test laboratory.
Changes to renewal rules, clocks or pack templates.

Example output

One market file, annotated

The OPSS enforcement reports read to 31 March 2026 name actions under other regimes and none under PSTI.

Market file · single modelIllustrative example
Market
Held as
Clock
Certificate of record
Confidence
Held for
Brazil, Category II radio module
Homologation active, certificate of conformity attached
Day 61 to expiry
OCD certificate, 12 February 2026
Held unfiled
The regulatory affairs lead, in person
As receivedTaken from the issued certificate and the mandate on file — nothing here is granted or renewed by the agent.
What the file holds The issued certificate Representative mandate Standards edition
Why no filing hereOnly a Brazilian legal entity with a CNPJ may hold the homologation.
ActionFile the renewalAppend evidenceSend to the representative
What the score decidesBelow the configured threshold the pack picks up a representative 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 marketFrom the certificate register
03Evidence

Approvals that expire

US equipment authorization belongs to our FCC agent, conformity documents to our retail one, vehicles to automotive; these approvals expire in another name.

01Approved path

The certificate has a clock

ANATEL renews a Category I certificate yearly and a Category II every two, on test-house sourcing, and the homologation ID lapses with it.

02Human review

The function, not only the name

SI 2023/1007 brought PSTI into force on 29 April 2024, and the statement is kept for the longer of ten years from issue or the defined support period.

04Build an evidence trail

The certificate, the representative named on it and the renewal filed 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.

Regulators and bodiesANATEL · BIS · TDRA · CST
ISED · ACMA · SRRC portals
Certificate registerType-approval certificates
In-country representative records
Product and change recordsPLM · BOM and module revisions
Test reports · standards editions

Agent

Type approval & market access

Reads the certificate
Runs the clocks
Holds for the filer

Planning and releaseLaunch plans · ship-to markets
Test-house engagements
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six gates between the model and the filing

Six gates, each one shutting on something different. What passes every gate is named in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modePull the agent back to certificate assembly only when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt, renewal-rule and standards-edition changes; enforcement publication can lag.Track
L4TraceabilityRecord the certificate, the clocks, the mandate and each read of the file.Record
L3Filer releaseHold the pack for a named human; it governs filing, and not whether a market is open.Gate
L2Policy guardrailsTest the pack against the clocks and the authority checklist on record; a failure returns it.Restrict
L1Confidence thresholdsRoute a thin pack to the in-country representative before the lead sees it.Require review
Model coreFile assembled — the certificate, the clocks, the mandate and completeness
L1 – L2Test whether a file may stand
L3Puts the filing in a person's hands
L4 – L5Keep the certificate and the clock behind it
L6Narrows to certificate assembly when signals degrade

How Nestack evaluates it

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

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

Surface — the pack an authority reads
Depth of coverage ▼
E1Final-output evaluationDid the file record the certificate that opened the market?
E2Step-level evaluationDid the agent use the right clock, the right mandate and the current standards edition?
E3Tool evaluationDid it read and write the correct model and the correct market record?
E4Confidence calibrationDo low-confidence packs actually attract more representative corrections?
E5Slice evaluationHow does performance change across specific markets?
E6Business outcomeHow many packs needed a correction before the lead filed them?
Floor — the market the manufacturer answers for

Failure modes

Where each failure originates in the agent

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

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

Superseded edition

The standard read is not the one the approval used.

Stage gathersThe certificates, the mandates, the clocks and the BOM
02 · Reasoning2 modes
IE-04

Expiry read from status

An active status stands in for a live certificate.

IE-06

Mandate assumed live

A lapsed representative still carries the approval.

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

Clock started from filing

The clock runs from the day the pack was opened.

IE-05

Two clocks read as one

A dealer registration is folded into the approval.

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

Filed, certificate unrecorded

The record shows a market open but not what opened it.

Stage returnsThe pack a person signs and the authority receives
05 · Change / Version1 mode
IE-07

Silent renewal regression

A rule change moves a term without moving the file.

Stage tracksModel, prompt, renewal rules and standards editions
Sev-1 · a filing leaves without a person Sev-2 · a lapsed certificate reads current Sev-3 · source degrades, pack holds unfiled

Affected slices

One market absorbs the corrections

A market-level certificate-currency rate can read clean while one market absorbs most of the corrections. Nestack reports the representative-correction rate by market, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Fixed-term certificate markets8.9%3.6× Review
Markets held by a representative6.3%2.6× Review
Indefinite-while-unchanged markets3.9%1.6× Watch
Long-standing single-model markets2.1%0.9× Normal
Bar: representative-correction-rate lift vs. long-standing single-model baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

What a lapsed certificate costs

A cycle is done when the lapsed renewal has become a case the next release must pass. That suite is what the next market opened is measured against.

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

Representative-correction rate rises in one market.

02Diagnose

The market that closed on a renewal filed four days late is read back until one cause remains.

03Improve

Number the change; the markets that drove it are filed under it.

04Verify

Each touched market case is run once more, and one red holds it back.

05Learn

It stays as a standing test, and the renewal rules move with it.

Learn → DetectThe return edge. The next market 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, file assembly, evaluation, integration, then production validation and handover.

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Market-access workflow discovery and boundary work.
02Regulator, PLM and certificate sources.
03Renewal-term, clock and representative-mandate map.
04Certificate ingestion and normalisation.
05Standards-edition and module binding.
06Completeness scoring and pack routing.
07Filer submission workflow.
08Certificate-register integration.
09Renewal and validity cases.
10Guardrails and submission controls.
11Certificate-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 line, one market ProductionProduction certificate register AdvancedMultiple lines / markets
Introduced at Pilot
File assembly to your rules
Named-filer submission
Certificate-inventory baseline
Introduced at Production
Reporting by market
Filing workflow in your systems
Approved write-back
Regulatory-database integration
Introduced at Advanced
Multi-authority renewal duties
Cross-market evidence packs
High certificate volume
Multi-market renewal 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 certificate register and markets Certificate ingestion and market mappingWeek 1
02Representative certificates and mandates File baseline, clock binding and mandate captureWeek 2
03Your renewal rules and filing routes Renewal-term, clock and mandate mapping and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports Regulator, PLM and register assessment, then integration setupWeek 2
05Certificates you would not want lapsed Renewal cases and failure testingWeek 4
06What no approval record may promise Completeness scoring, pack routing, guardrails and filing controlsWeek 3
07A named regulatory affairs lead to file Filer 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

Each band is the honest working time for its phase, and the fifth one is shared because the work is.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Market-access discovery, renewal mapping and the automation boundary W2Source integration and the certificate baseline W3File assembly, clock logic and filing controls W4Evaluation suite, renewal cases and failure-mode testing W5Register integration, pilot markets and targeted corrections W6One renewal cycle run under the regulatory affairs 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 W6When the certificate register validates, Agent Care takes the agent on.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Electronics AI agent

Build a type-approval agent around the certificates that expire.

Every market on this page keeps its own clock and its own signatory. Show us your certificate register and the mandates behind it, and we will name which approval runs out first and which one is held in a name that is not yours.

Nestack Agents · type approval & market accessAGT-EL-14 · Agent Care available after launch