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Industries / Telecom / Lawful intercept records agent

Telecom AI agent · lawful intercept records

Lawful Intercept Records AI Agent

Track the plan against the organisation it actually describes — who holds the named role, whether the round-the-clock route answers, what the retention period says — and start the 90-day clock.

4–6 weeksTypical delivery
Your stackDeployment
Plan-boundA person files
Agent CareAfter launch

What this agent does

Keeps the plan current, never the intercept

In
01

A named role changes hands, and § 1.20003(b)(4)(i) puts a different name inside the filed plan.

02

A contact route is tested long before an agency needs it, seven days a week and 24 hours a day.

Reason
03

A plan is amended, and § 1.20005(a) runs a 90-day filing clock from that amendment.

04

A merger or a divestiture runs the same 90 days, and the clock does not wait on the personnel file.

05

An authorisation is presented, and § 1.20004 wants a record with every field it names.

Decide
06

A retention period is set by the carrier under § 1.20004(b), and the plan then describes it.

07

A compromise is discovered, and § 1.20003(c) reports it to the affected law enforcement agencies.

Out
08

A security question arises, and § 105 has reached only the switching premises since 20 November 2025.

09

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

Product statement

The agent assembles and keeps the plan current; a named senior officer or employee holds the role and files, the person overseeing an interception certifies that record, and the carrier answers.

Example workflow

One plan change, evidence to filing

AgentHuman
1Plan change detectedDirectory record, on-call roster, an org change or a merger notice
2Plan sections assembledRole, contact route, authorisation control and retention, each tied to its § 1.20003 paragraph
3Amendment draftedThe named role, the contact details, the control as configured and the retention period
4Controls appliedCurrency checks, route checks, clock 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 drafting, and the legal lane opens at the completeness gate.

5DecisionBranches at the completeness gate
Evidence sufficient

Goes to the named senior officer to file.

Anything thin

Adds a regulatory counsel read first.

Legal review

The draft is held with its sections, its gaps and the clock still running.

File the amendment · Append evidence · Send to counsel
Filed — by a named senior officer
6Plan and case records updatedOnly where write access and records policy allow it
7Outcome evaluatedClock margin, section coverage, 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 required8 items
Enabling an interception, or any part of one.
Filing the plan with the Commission.
Certifying an interception record.
Reading an authorisation as lawful.
Automation boundaryAgent acts unaided
Assemble each interception record to the fields §.
Test the round-the-clock route and log what actually answered.
Run the 90-day filing clock from the amendment date.
Read the filed plan against the organisation it now describes.
Nothing is filed or certified except by a named person, inside the agreed boundaries.
Setting the retention period the plan describes.
Telling an agency the contact route answers.
Deciding that a compromise has occurred.
Changes to plan sections or record fields.

Example output

One record, annotated

Our fraud and SIM-swap agent works subscriber fraud, a different lane; this is paperwork about an authorisation other people act on.

Record draft · single authorisationIllustrative example
Authorisation
Drafted as
Type
Evidence of record
Confidence
Held for
Authorisation presented to the carrier
Every required field carried, none left empty
Trap and trace
Order intake and case file, 18 August 2026
Held uncertified
The person overseeing it, in person
As receivedTaken from the order intake and the case file — it reaches as far as those records do.
What the record holds Circuit and number refs Start date and time Officer and signer names
Why no certification hereThe § 1.20004(a)(2) signature belongs to the person overseeing it.
ActionCertify the recordAppend evidenceSend to counsel
What the score decidesBelow the configured threshold the draft picks up a counsel read before certification.

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 recordFrom the authorisation presented
03Evidence

Where the plan sits beside

Our CPNI certification agent serves a rule that demands an officer under penalty of perjury; this one demands a named person and a filed plan.

01Approved path

A plan that names a person

§ 1.20003(a) appoints a senior officer or employee and § 1.20005(a) files the plan, so no sworn officer certification sits anywhere in Subpart Z.

02Human review

What was found, and what was not

No CALEA enforcement was found across 2024 to 2026, § 1.20008 routes penalties through 47 U.S.C. 503(b), and these matters are frequently handled non-publicly.

04Build an evidence trail

The record, the authorisation behind it and the person who oversaw it stay on the file.

Integrations

Typical integrations

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

Filing and contactCALEA Electronic Filing System
Law enforcement contact route
Directory and roster systemsHR record · on-call roster
Contact directory · escalation
Authorisation recordsOrder intake · case file
Circuit and number references

Agent

Lawful intercept records

Reads the plan
Assembles the record
Holds for the named person

Case and ticket systemsCase management · ticketing
Compromise reports
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six layers between the model and the record

Six layers that tighten as they go inward. Whatever reaches the centre is described in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modeReturn the agent to plan assembly when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt and plan changes; FCC 25-81 left Subpart Z untouched on 20 November 2025.Track
L4TraceabilityRecord each plan section, its source, the record fields and every read of the draft.Record
L3Named-person releaseHold the draft for a named senior officer; it governs filing, not whether an authorisation is lawful.Gate
L2Policy guardrailsTest the draft against §§ 1.20003 to 1.20005 as filed; no annual cyber certification exists.Restrict
L1Confidence thresholdsRoute a thin draft to a counsel read before the named senior officer sees it.Require review
Model corePlan drafted — the sections, the named role, the contact route and completeness
L1 – L2Test whether a draft may stand
L3Puts the filing in a person's hands
L4 – L5Keep the record and the authorisation behind it
L6Holds the record incomplete when signals degrade

How Nestack evaluates it

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

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

Surface — the record a person certifies
Depth of coverage ▼
E1Final-output evaluationDid the draft record the authorisation behind every field?
E2Step-level evaluationDid the agent read the current plan, the right paragraph and the live contact route?
E3Tool evaluationDid it read and write the correct plan section and the correct record?
E4Confidence calibrationDo low-confidence drafts actually attract more counsel corrections?
E5Slice evaluationHow does performance change across specific authorisation types?
E6Business outcomeHow many drafts needed a correction before the named officer filed?
Floor — the outcome the carrier answers for

Failure modes

Where each failure originates in the agent

Seven failure modes, each set at the stage in the agent where it starts.

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

Stale contact route

The number read is not the one answering today.

Stage gathersThe plan, the roles, the routes and the records
02 · Reasoning2 modes
IU-04

Role change read as HR

A different name never reaches the filed plan.

IU-06

Clock started from the memo

The 90 days run from the plan amendment.

Stage proposesThe plan sections, their evidence and completeness
03 · Tool / write2 modes
IU-02

Thin draft passed forward

A draft moves on without the counsel read.

IU-05

Record field left empty

A field § 1.20004 names is missing.

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

Filed, amendment unrecorded

The record shows a filing but not what changed.

Stage returnsThe plan a person files and the record it governs
05 · Change / Version1 mode
IU-07

Silent plan regression

An org change moves the plan, not the record.

Stage tracksModel, prompt, plan sections and record fields
Sev-1 · a filing leaves without a person Sev-2 · a wrong plan section reaches the file Sev-3 · source degrades, draft holds unfiled

Affected slices

One authorisation type absorbs the corrections

A type-level record-completeness figure can read clean while one authorisation type carries most of the corrections. Nestack reports the counsel-correction rate by authorisation type, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Title III interceptions7.0%3.6× Review
FISA authorisations4.9%2.6× Review
Trap and trace orders3.2%1.7× Watch
Pen register orders1.2%0.6× Normal
Bar: counsel-correction-rate lift vs. pen-register baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

What a stale contact route costs

A cycle closes when the stale contact route is a regression case. That suite is what the next plan filed is measured against.

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

Counsel-correction rate rises in one authorisation type.

02Diagnose

The twenty-four-hour number that rang through to somebody who left in March is read back until one cause remains.

03Improve

Changes go out numbered, and the plan sections that drove them ride along.

04Verify

One plan case still failing keeps the release where it is.

05Learn

It joins the suite for good, and the filing rules move in the same commit.

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

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Lawful-intercept discovery and boundary definition.
02Plan, directory and case sources.
03Plan-currency and record-field coverage mapping.
04Authorisation record ingestion.
05Role, route and retention binding.
06Completeness scoring and counsel routing.
07Named-officer filing workflow.
08Case and directory-system integration.
09Authorisation and record cases.
10Guardrails and record-signing controls.
11Record-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 authorisation type, one plan ProductionProduction records workflow AdvancedMultiple types / entities
Introduced at Pilot
Record drafting to your plan
Named-person filing
Plan-currency baseline
Introduced at Production
Reporting by authorisation type
Filing workflow in your systems
Approved write-back
Case-management integration
Introduced at Advanced
Multi-entity filing duties
Cross-type record packs
High authorisation volume
Multi-agency contact 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 plan as filed and as configured Plan-section mapping and evidence captureWeek 1
02Representative authorisations and records Record-field binding and the draft baselineWeek 2
03Your named role and its contact route Plan mapping, role binding and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports Directory, case and order-intake assessment, then integration setupWeek 2
05Records you would not want certified Authorisation cases and failure testingWeek 4
06What no intercept record may contain Completeness scoring, counsel routing, guardrails and filing controlsWeek 3
07A named senior officer to file Named-officer filing 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 length of one phase in working weeks, and that is why a single week carries two.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Intercept-records discovery, plan mapping and the automation boundary W2Source integration and the plan-currency baseline W3Record assembly, clock logic and filing controls W4Evaluation suite, authorisation cases and failure-mode testing W5Case integration, pilot records and targeted corrections W6One filing year run under the named senior officer, then Agent Care handover
Reading the bandA bar reaches only across the weeks its own work is named in. Two of them share the fifth week, and that is real work.
At the end of W6Once the plan record validates, Agent Care picks up the agent.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Telecom AI agent

Build a lawful intercept records agent around a plan that names a person.

Show us who holds the named role today and what your round-the-clock number reaches. The plan has to survive being read as a description of the carrier as it now stands, not as it stood. Changing that name amends the plan, and § 1.20005(a) then gives you 90 days.

Nestack Agents · lawful intercept recordsAGT-TL-23 · Agent Care available after launch