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.
- Typical delivery
- 4–6 weeks
- Deployment
- Your stack
- Named filer
- Clocks tracked
- After launch
- Agent Care
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
- 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.
Goes to the regulatory affairs lead to file.
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 required
8 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 boundary
Agent 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 model
Illustrative example- Market
- Brazil, Category II radio module
- Held as
- Homologation active, certificate of conformity attached
- Clock
- Day 61 to expiry
- Certificate of record
- OCD certificate, 12 February 2026
- Confidence
- Held unfiled
- Held for
- The regulatory affairs lead, in person
As received
Taken 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 here
Only a Brazilian legal entity with a CNPJ may hold the homologation.
What the score decides
Below the configured threshold the pack picks up a representative read before.
Action
File the renewalAppend evidenceSend to the representativeValue
Where AI adds value
The same four claims, placed at the point in the workflow where each one applies.
Where the value lands
Value 01 – 04
Every market
From the certificate register
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.
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.
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.
Build 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 bodies
- ANATEL
- BIS
- TDRA
- CST
- ISED
- ACMA
- SRRC portals
Certificate register
- Type-approval certificates
- In-country representative records
Product and change records
- PLM
- 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 release
- Launch plans
- ship-to markets
- Test-house engagements
Observability & evaluation
- OpenTelemetry
- 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 defence
Inward → L1 · closest to the model
- L1 – L2
- Test whether a file may stand
- L3
- Puts the filing in a person's hands
- L4 – L5
- Keep the certificate and the clock behind it
- L6
- Narrows 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
- 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 lifecycle
Direction of processing →
01 · Retrieval
1 mode
- IE-03
Superseded edition
The standard read is not the one the approval used.
Stage gathers
The certificates, the mandates, the clocks and the BOM
02 · Reasoning
2 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 proposes
The clocks, the mandate applied and completeness
03 · Tool / write
2 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 writes
Only where write access and approval policy allow it
04 · Output
1 mode
- IE-01
Filed, certificate unrecorded
The record shows a market open but not what opened it.
Stage returns
The pack a person signs and the authority receives
05 · Change / Version
1 mode
- IE-07
Silent renewal regression
A rule change moves a term without moving the file.
Stage tracks
Model, 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 aggregate
Illustrative example| Slice | Failure rate | Lift | Lift vs. threshold | Status |
|---|---|---|---|---|
| Fixed-term certificate markets | 8.9% | 3.6× | Review | |
| Markets held by a representative | 6.3% | 2.6× | Review | |
| Indefinite-while-unchanged markets | 3.9% | 1.6× | Watch | |
| Long-standing single-model markets | 2.1% | 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 stages
Switchback — the path turns at Improve and returns at Learn
- 01
Detect
Representative-correction rate rises in one market.
- 02
Diagnose
The market that closed on a renewal filed four days late is read back until one cause remains.
- 03
Improve
Number the change; the markets that drove it are filed under it.
- 04
Verify
Each touched market case is run once more, and one red holds it back.
- 05
Learn
It stays as a standing test, and the renewal rules move with it.
Learn → Detect
The 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.Week 1
- 02Regulator, PLM and certificate sources.Week 1, Week 2
- 03Renewal-term, clock and representative-mandate map.Week 1, Week 2
- 04Certificate ingestion and normalisation.Week 2
- 05Standards-edition and module binding.Week 2, Week 3
- 06Completeness scoring and pack routing.Week 3
- 07Filer submission workflow.Week 3, Week 4
- 08Certificate-register integration.Week 5
- 09Renewal and validity cases.Week 4, Week 5
- 10Guardrails and submission controls.Week 4
- 11Certificate-trail instrumentation.Week 5, Week 6
- 12Deployment, documentation and Agent Care handover.Week 6
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 price
- Confirmed after discovery based on integrations, workflow complexity, transaction volume, approval controls and deployment requirements.
- Separate from build
- Build 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 bring
We build with it
01Your certificate register and markets
→Certificate ingestion and market mapping
Week 102Representative certificates and mandates
→File baseline, clock binding and mandate capture
Week 203Your renewal rules and filing routes
→Renewal-term, clock and mandate mapping and the automation boundary
Week 104Access to relevant APIs, feeds or exports
→Regulator, PLM and register assessment, then integration setup
Week 205Certificates you would not want lapsed
→Renewal cases and failure testing
Week 406What no approval record may promise
→Completeness scoring, pack routing, guardrails and filing controls
Week 307A named regulatory affairs lead to file
→Filer submission workflow, then pilot and production validation
Weeks 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
W1
W2
W3
W4
W5
W6
- DiscoveryW1
- BuildW2 – W3
- EvaluateW4 – W5
- Pilot & LaunchW5 – 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 band
- A bar covers only the weeks its own work is named in. The doubled fifth week is real work, not padding.
- At the end of W6
- When the certificate register validates, Agent Care takes the agent on.
- Duration
- Six-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.
- Typical delivery
- 4–6 weeks
- Deployment
- Your certificate register
- Named filer
- Clocks tracked
- After launch
- Agent Care available
Nestack Agents · type approval & market access
AGT-EL-14 · Agent Care available after launch