Telecom AI agent · spectrum build-out
Spectrum Build-Out & Licence AI Agent
Reconcile the coverage claim against what the network actually reaches, hold the grant date and the service rule beside it, and leave the notification to the person authorised to sign.
- Typical delivery
- 4–6 weeks
- Deployment
- Your stack
- Named signatory
- Deadline-bound
- After launch
- Agent Care
What this agent does
Drafts the notification, never the certification
In
- 01
A construction period ends, and § 1.946(c) terminates the licence that day, without Commission action.
- 02
A licence goes to termination-pending, and that window is housekeeping, not an extension of the deadline.
Reason
- 03
A notification falls due, and § 1.946(d) — not (b) — allows fifteen days from the end of the period.
- 04
A notification is signed, and Form 601 asks for an authorised person, not a corporate officer under oath.
- 05
A licence sits in a band whose interim milestone was missed, and the final obligation shortens, not slips.
Decide
- 06
A renewal window opens ninety days before expiry, and § 1.949(a) closes it on the expiry date itself.
- 07
A safe harbour is claimed, and § 1.949(e) points straight back at the last notification filed.
Out
- 08
A renewal certification is made, and § 1.949(g) reaches every other rule the licensee answers to.
- 09
Execute write actions only inside the approval boundaries agreed during implementation.
Product statement
The agent reconciles and holds the file; a named authorised person signs the notification and files it, and the licensee answers for it.
Example workflow
One licence, grant date to notification
- 1Licence and grant date receivedLicence register, auction grant record or an assignment file
- 2Coverage evidence assembledSites, sectors, model output and the population data standing behind each claim
- 3Notification draftedThe construction notification and the coverage documentation that travels with it
- 4Controls appliedDeadline checks, evidence-sufficiency checks, model-provenance checks and completeness confidence
No human action required
Stages 1 to 4 run unaided, and nothing is certified at any of them — the agent is reconciling, and the licensing lane opens at the completeness gate.
Goes to the licensing manager to sign.
Adds a regulatory counsel read first.
Licensing review
The draft is held with its deadline, its coverage evidence and the gap still open.
Sign and file · Attach evidence · Send to counsel
Filed — by a named signatory
- 6Licence and site records updatedOnly where write access and licence-record policy allow it
- 7Outcome evaluatedEvidence completeness, coverage margin, counsel corrections and what 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 required
8 items
- Certifying that a coverage obligation has been met.
- Signing or filing the construction notification.
- Deciding a licence still stands after its deadline.
- Judging coverage to be substantial service.
Automation boundary
Agent acts unaided
- ✓Hold the grant date that starts each build-out clock.
- ✓Bind each coverage claim to the evidence and the model run that made it.
- ✓Reconcile the claimed footprint against what the live network reaches.
- ✓Draft the notification and flag the gap in good time.
Nothing is signed or filed except by a named signatory, inside the agreed boundaries.
- Requesting an extension or a waiver of a deadline.
- Telling a market its licence area is covered.
- Signing the renewal compliance certification.
- Changes to deadline rules or coverage models.
Example output
One licence, annotated
The design footprint is what the network was meant to reach; this record is what it was found to reach.
Notification draft · single licence
Illustrative example- Licence
- Interim milestone, one area
- Drafted as
- Coverage obligation met, evidence attached
- Band
- 3.45 GHz, one area
- Evidence of record
- Site and model records, 12 August 2026
- Confidence
- Held unsigned
- Held for
- The licensing manager, in person
As received
Taken from the site records and the model run behind them — it reaches as far as those records do.
What the record holds
- Grant date and deadline
- Coverage evidence
- Model run and inputs
Why no coverage call here
Meeting the obligation is the § 1.946(d) signatory call, not a model output.
What the score decides
Below the configured threshold the draft picks up a counsel read before the manager sees it.
Action
Sign and fileAttach evidenceSend to counselValue
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 licence
From the register that holds it
Which coverage claim this is
Our dispatch and self-healing agents operate the network; our broadband data collection agent claims coverage to a different rule, on a different clock, signed by different people.
Nobody has to act for it to go
47 CFR 1.955 terminates an authorization on its expiration date without Commission action, and § 1.949(h) returns a denied licence automatically to the Commission for reassignment.
Enforcement, and its absence
No forfeiture for failure to construct was found in 2024–2026. On 19 December 2025 the Bureau wrote to 3.45 GHz licensees about their 2026 milestones, and no follow-on order was found.
Build an evidence trail
The licence, the coverage evidence behind it and the person who notified 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.
Filing and licensing
- ULS
- FCC Form 601
- Licence register records
Radio planning
- Propagation models
- terrain
- Population and census data
Network inventory
- Sites
- cells
- sectors
- On-air and traffic records
Agent
Spectrum build-out evidence
- Reads the licence
- Drafts the notification
- Holds for the signatory
Deadline and case systems
- Project tracker
- GIS
- Waiver and extension files
Observability & evaluation
- OpenTelemetry
- Langfuse
- Supported monitoring/evaluation sources
Integration availability depends on the client's existing systems and API access.
Agent controls
Six bands between the model and the notification
Six bands, read from the outside inward. What survives the innermost is set out in the map below.
L6 · Outermost — last line of defence
Inward → L1 · closest to the model
- L1 – L2
- Test whether a draft may stand
- L3
- Leaves the filing in a person's hands
- L4 – L5
- Keep the licence and the coverage behind it
- L6
- Holds the coverage unclaimed when signals degrade
How Nestack evaluates it
Evaluate the whole assembly — not only the notification that comes out.
Coverage runs the whole depth of the workflow, and every layer is cut by slice.
Surface — the notification the Bureau reads
- E1Final-output evaluationDid the draft record the evidence behind each coverage claim?
- E2Step-level evaluationDid the agent read the right band, the right deadline and the live network?
- E3Tool evaluationDid it read and write the correct licence record and the correct site?
- E4Confidence calibrationDo thin drafts actually draw more counsel corrections than confident ones?
- E5Slice evaluationHow does performance change across specific licence areas?
- E6Business outcomeHow many drafts needed a correction before the manager signed?
Floor — the outcome the licensee answers for
Failure modes
Where each failure originates in the agent
Seven failure modes, each placed where it first starts in the agent.
Agent lifecycle
Direction of processing →
01 · Retrieval
1 mode
- IT-03
Stale licence record
The grant date read is not the one on the licence.
Stage gathers
The licences, the deadlines, the sites and the models
02 · Reasoning
2 modes
- IT-04
Coverage overstated
A claim runs past what the network reaches.
- IT-06
Wrong service rule read
One band obligation is applied to another.
Stage proposes
The licences, the coverage claimed and confidence
03 · Tool / write
2 modes
- IT-02
Thin draft moved on
A draft leaves the gate without counsel.
- IT-05
Deadline mis-dated
The clock is run from the wrong grant date.
Stage writes
Only where write access and approval policy allow it
04 · Output
1 mode
- IT-01
Filed without the evidence
The record shows a notification but not what proved it.
Stage returns
The notification a person signs and the Bureau reads
05 · Change / Version
1 mode
- IT-07
Silent coverage regression
A model change moves the footprint, not the record.
Stage tracks
Model, prompt, coverage rules and licence fields
- Sev-1 · a notification filed without a person
- Sev-2 · a wrong claim reaches the record
- Sev-3 · source degrades, notification holds
Affected slices
The corrections gather in one licence area
An area-level coverage-evidence figure can read clean while one licence area carries most of the corrections. Nestack reports the counsel-correction rate by licence area, not only in total.
Slice performance — reported separately, not only in aggregate
Illustrative example| Slice | Failure rate | Lift | Lift vs. threshold | Status |
|---|---|---|---|---|
| Rural licence areas | 7.8% | 3.6× | Review | |
| Recently acquired licence areas | 5.5% | 2.6× | Review | |
| Partitioned licence areas | 3.4% | 1.6× | Watch | |
| Dense urban licence areas | 1.9% | 0.9× | Normal |
Bar: counsel-correction-rate lift vs. dense-urban licence-area baseline · scale 0–4.0× · tick marks the 2.0× review threshold
2 of 4 slices over threshold
Evidence-linked improvement
What a silent termination costs
A cycle finishes when the silent termination is a standing case. That suite is what the next notification filed is measured against.
Improvement cycle · five stages
Switchback — the path turns at Improve and returns at Learn
- 01
Detect
Counsel-correction rate rises in one licence area.
- 02
Diagnose
The licence that expired at midnight without anybody at the Commission lifting a pen is read back until one cause remains.
- 03
Improve
Each change ships numbered, and the licences behind it are filed with it.
- 04
Verify
While one touched licence case is red the release waits.
- 05
Learn
The case stays on permanently, and the coverage rules are amended beside it.
Learn → Detect
The return edge. The next notification 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, notification assembly, evaluation, integration, then production validation and handover.
Workstream
Week 1Week 2Week 3Week 4Week 5Week 6
- 01Build-out-workflow discovery and boundary work.Week 1
- 02Licence, network and planning sources.Week 1, Week 2
- 03Licence-deadline and coverage-evidence mapping.Week 1, Week 2
- 04Coverage evidence ingestion.Week 2
- 05Licence, band and site binding.Week 2, Week 3
- 06Completeness scoring and counsel routing.Week 3
- 07Signatory filing workflow.Week 3, Week 4
- 08Licence and case-system integration.Week 5
- 09Coverage and deadline cases.Week 4, Week 5
- 10Guardrails and notification controls.Week 4
- 11Licence-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 band, one licence area | ProductionProduction build-out workflow | AdvancedMultiple bands / licence areas |
|---|---|---|---|
| Introduced at Pilot | |||
| Notification drafting to your service rules | ✓ | ✓ | ✓ |
| Named-signatory filing | ✓ | ✓ | ✓ |
| Coverage-evidence baseline | ✓ | ✓ | ✓ |
| Introduced at Production | |||
| Reporting by licence area | — | ✓ | ✓ |
| Filing workflow in your systems | — | ✓ | ✓ |
| Approved write-back | — | ✓ | ✓ |
| Radio-planning integration | — | ✓ | ✓ |
| Introduced at Advanced | |||
| Multi-band deadline duties | — | — | ✓ |
| Cross-area evidence packs | — | — | ✓ |
| High licence volume | — | — | ✓ |
| Multi-band deadline 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 licences and their grant dates
→Licence-deadline mapping and evidence capture
Week 102Representative coverage claims and model runs
→Model binding, site reconciliation and the draft baseline
Week 203Your service rules and what they oblige
→Licence-deadline mapping, band binding and the automation boundary
Week 104Access to relevant APIs, feeds or exports
→Licence-register, network and planning assessment, then integration setup
Week 205Coverage claims you would not want filed
→Deadline cases and the evaluation suite
Week 406What no construction notification may state
→Completeness scoring, counsel routing, guardrails and filing controls
Week 307A named licensing manager to sign and file
→Signatory filing 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
These bands measure real work and not drawing space, and that is why the fifth week is doubled.
Phase
W1
W2
W3
W4
W5
W6
- DiscoveryW1
- BuildW2 – W3
- EvaluateW4 – W5
- Pilot & LaunchW5 – W6
Week focus
W1Build-out workflow discovery, licence mapping and the automation boundary
W2Source integration and the coverage-evidence baseline
W3Notification assembly, deadline logic and filing controls
W4Evaluation suite, deadline cases and failure-mode testing
W5Licence-record integration, pilot claims and targeted corrections
W6One construction cycle run under the licensing manager, then Agent Care handover
- Reading the band
- A bar reaches only the weeks its own work is named in, and the fifth week is doubled because two phases sit there.
- At the end of W6
- When the licence register validates, Agent Care assumes the watch.
- Duration
- Six-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.
Next step · Telecom AI agent
Build a spectrum build-out agent around a deadline that needs nobody to enforce it.
A construction period ends and the licence goes with it, on that date, without Commission action. Show us your licence register, the grant date on every line and who is authorised to sign. The termination-pending window is housekeeping, not an extension.
- Typical delivery
- 4–6 weeks
- Deployment
- Your licence register
- Named signatory
- Deadline-bound
- After launch
- Agent Care available
Nestack Agents · spectrum build-out
AGT-TL-22 · Agent Care available after launch