Nestack Agent Care
Industries / Telecom / Broadband data agent

Telecom AI agent · Broadband data

Broadband Data Collection AI Agent

Pin each availability claim to the fabric version, the serving element and the model behind it, then hold two evidence packs — one for the certifying officer, one for the qualified engineer.

4–6 weeksTypical delivery
Your stackDeployment
Location-boundTwo signatures
Agent CareAfter launch

What this agent does

Holds the claim, never the certification

In
01

A location is claimed as served, and the claim is held with the element that would serve it and the date.

02

A fabric version lands, and every claim still resting on the version before it is surfaced.

Reason
03

A location counts as served on request within a standard interval, so the claim is about a place nobody serves yet.

04

A propagation model runs, and its parameters, antenna heights and clutter assumptions are kept with the result.

05

A biannual filing falls due under 47 CFR 1.7004(b), on 1 March and again on 1 September.

Decide
06

A status moves from unserved to served with no network change behind it, and that movement is surfaced.

07

A challenge arrives, and it runs on the data the provider itself submitted, location by location.

Out
08

A materially inaccurate submission reaches § 1.7009(a) — willful, knowing or reckless.

09

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

Product statement

The agent assembles and reconciles; a named corporate officer certifies on actual knowledge, a named qualified engineer certifies the model, and the provider answers.

Example workflow

One location, evidence to filing

AgentHuman
1Availability evidence receivedFabric list, network inventory, model runs or engineering records
2Serving element boundEach claimed location tied to the element, the technology and the speed tier reported for it
3Evidence packs assembledThe corporate record for the officer and the modelling record for the qualified engineer
4Controls appliedFabric-version checks, movement checks, model-parameter 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 assembling, and the regulatory lane opens at the completeness gate.

5DecisionBranches at the completeness gate
Evidence sufficient

Goes to the officer and the engineer to certify.

Anything thin

Picks up a regulatory counsel read first.

Regulatory review

The draft is held with the claim, its evidence and the locations that moved.

Release for signature · Append evidence · Send to engineering
Certified — by two named people
6Fabric and inventory records updatedOnly where write access and records policy allow it
7Outcome evaluatedEvidence completeness, movement without cause, counsel corrections and challenge outcomes
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
Certifying on actual knowledge under 47 CFR 1.7004(d).
Certifying the accuracy of the model as an engineer.
Filing the submission in the Commission portal.
Deciding that a location is served on request.
Automation boundaryAgent acts unaided
Bind each availability claim to the element that would serve the location.
Hold the fabric version and its as-at date beside every claimed location.
Reconcile the September filing against the March one, location by location.
Surface each location whose status moved with no network change behind it.
Nothing is certified or filed except by named people, inside the agreed boundaries.
Judging that a propagation model is fit to certify.
Telling a customer that their address is served.
Answering a challenge on a location record.
Changes to model parameters or claim rules.

Example output

One location, annotated

Our self-healing remediation agent works on network state; this record is the claim made about it.

Evidence pack · single locationIllustrative example
Location
Claimed as
Technology
Model of record
Confidence
Held for
Fabric location, rural route
Served on request within the standard interval
Licensed fixed wireless
Propagation run, 12 August 2026
Held uncertified
The officer and the engineer, in person
As receivedTaken from the fabric list and the radio plan of record — it reaches as far as that plan does.
What the record holds Fabric version and date Serving element and tier Model and its parameters
Why no served call hereActual knowledge is the officer test in 47 CFR 1.7004(d), not a model output.
ActionRelease for signatureAppend evidenceSend to engineering
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 locationFrom the fabric list that names it
03Evidence

Where the claim ends up

Our dispatch copilot schedules the build and our self-healing agent runs the network; this page proves the claim made about them.

01Approved path

Two signatures, two kinds of knowing

The officer certifies on actual knowledge under 47 CFR 1.7004(d) — narrower than the knowledge, information and belief the universal service worksheet takes.

02Human review

What the June 2026 item did

FCC 26-33, published 24 June 2026, is a Further Notice of Proposed Rulemaking, comments due 24 July 2026 and replies 24 August 2026; the current elements stand.

04Build an evidence trail

The location, the element that would serve it and the two people who signed stay on the filing.

Integrations

Typical integrations

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

Filing and portalBroadband Data Collection portal
Fabric licence and versions
Network inventoryOSS · element and port records
Build and service records
Modelling systemsRadio planning · propagation
Model parameters and runs

Agent

Broadband availability evidence

Reads the claim
Assembles the packs
Holds for the signers

Map and challenge recordsChallenge case files
Prior submission history
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six sieves between the model and the filing

Six sieves, and the widest comes first. Whatever is left at the end is written out in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modePull the agent back to claim assembly when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt and parameter changes; the June 2026 trimming item is a notice, not a rule.Track
L4TraceabilityRecord each claim, its fabric version, its model run and every read of the pack.Record
L3Signature releaseHold the pack for two named people; it governs release, not whether a location is served.Gate
L2Policy guardrailsTest each claim against the elements 47 CFR 1.7004 requires, technology by technology.Restrict
L1Confidence thresholdsRoute a thin pack to a counsel read before the certifying officer sees it.Require review
Model corePacks assembled — the locations, the elements, the model runs and completeness
L1 – L2Test whether a claim may stand
L3Puts two signatures in two people's hands
L4 – L5Keep the location and the model behind it
L6Holds the location unclaimed when signals degrade

How Nestack evaluates it

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

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

Surface — the filing the Commission reads
Depth of coverage ▼
E1Final-output evaluationDid the pack record the evidence behind each claimed location?
E2Step-level evaluationDid the agent read the right fabric version, the right element and the current model run?
E3Tool evaluationDid it read and write the correct location record and the correct model run?
E4Confidence calibrationDo low-confidence packs actually attract more counsel corrections?
E5Slice evaluationHow does performance change across specific access technologies?
E6Business outcomeHow many packs needed a correction before the officer certified?
Floor — the outcome the provider answers for

Failure modes

Where each failure originates in the agent

Seven failure modes, each set at the stage where it actually begins.

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

Stale fabric version

The location list read is not the version now current.

Stage gathersThe locations, the elements, the models and the runs
02 · Reasoning2 modes
IQ-04

Served asserted, not shown

A location is reported served without evidence.

IQ-06

Movement without cause

A status moves with no network change behind it.

Stage proposesThe claims, their evidence and their model runs
03 · Tool / write2 modes
IQ-02

Thin pack passed forward

A pack moves on without the counsel read.

IQ-05

Model parameters mismatched

The run uses parameters the plan does not hold.

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

Filed, evidence unrecorded

The record shows a submission but not what supported it.

Stage returnsThe filing two people sign and the Commission reads
05 · Change / Version1 mode
IQ-07

Silent claim regression

A parameter change moves the claim, not the record.

Stage tracksModel, prompt, claim rules and filing fields
Sev-1 · a filing leaves without two signers Sev-2 · a wrong claim reaches the record Sev-3 · source degrades, pack holds unsigned

Affected slices

One technology absorbs the corrections

A technology-level claim-evidence figure can read clean while one technology carries most of the corrections. Nestack reports the counsel-correction rate by access technology, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Licensed fixed wireless8.3%3.6× Review
Unlicensed fixed wireless5.8%2.5× Review
Hybrid fibre-coaxial3.7%1.6× Watch
Fibre to the premises1.4%0.6× Normal
Bar: counsel-correction-rate lift vs. fibre-to-the-premises baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

What an unshowable served location costs

A cycle closes when the unshowable served location is a regression case. That suite is what the next filing built is measured against.

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

Counsel-correction rate rises in one technology.

02Diagnose

The address the map said was served and the engineer could not have reached is read back until one cause remains.

03Improve

The change is numbered, and the locations that provoked it are filed underneath.

04Verify

One location case still red will hold the whole release.

05Learn

It becomes a permanent case, and the modelling rules change with it.

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

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Filing-workflow discovery and boundary definition.
02Fabric, inventory and modelling sources.
03Serving-element and speed-tier coverage mapping.
04Availability evidence ingestion.
05Location, element and model binding.
06Completeness scoring and counsel routing.
07Dual-signature release workflow.
08Map and challenge-record integration.
09Model-parameter and fabric cases.
10Guardrails and dual-signature controls.
11Location-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 technology, one filing ProductionProduction filing workflow AdvancedMultiple technologies / states
Introduced at Pilot
Claim assembly to your rules
Named-signer release
Fabric-version baseline
Introduced at Production
Reporting by technology
Signature workflow in your systems
Approved write-back
Network-inventory integration
Introduced at Advanced
Multi-state availability duties
Cross-technology evidence packs
High location volume
Multi-signature accuracy 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 fabric list and its version history Location ingestion and element bindingWeek 1
02Representative model runs and their parameters Model binding, claim capture and the pack baselineWeek 2
03Your prior submissions and challenge history Claim-rule mapping, model binding and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports Fabric, inventory and modelling source assessment, then integration setupWeek 2
05Locations you would not want claimed Model cases and failure-mode testingWeek 4
06What no availability claim may assume Completeness scoring, counsel routing, guardrails and release controlsWeek 3
07A named officer and a named engineer Dual-signature release 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

Every bar is the true working span of one phase, so the fifth week has to hold two of them here.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Filing workflow discovery, claim-rule mapping and the automation boundary W2Source integration and the fabric-version baseline W3Pack assembly, model binding and release controls W4Evaluation suite, model cases and failure-mode testing W5Inventory integration, pilot locations and targeted corrections W6One filing year run under the certifying officer and the qualified engineer, then Agent Care handover
Reading the bandEach bar reaches across only the weeks its own work is named for. The fifth week doubles because the work overlaps.
At the end of W6Once the availability record validates, Agent Care takes over the watch.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Telecom AI agent

Build a broadband data collection agent around a claim two people have to sign.

Show us how a location becomes a served location today and who signs on 1 March. Not a file somebody was told is fine. A certification on actual knowledge under 47 CFR 1.7004(d), with a qualified engineer on the model beside it. The claim surfaces in a proceeding you are not in.

Nestack Agents · Broadband data collectionAGT-TL-21 · Agent Care available after launch