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Public relations AI agent · Crisis communication

Crisis Communication Copilot AI Agent

Say only what the evidence carries: draft the holding line, log the hour it went out and to whom, and leave the assurance itself to the named officer who signs it.

4–6 weeksTypical delivery
Your stackDeployment
Evidence firstNamed officer
Agent CareAfter launch

What this agent does

Drafts the assurance, never gives it

In
01

A holding line is drafted, and what the evidence carries stays apart from what it promises.

02

An hour is stamped on the draft, because 16 CFR 1115.14(e) reads immediately as twenty-four hours.

Reason
03

A negative about scope is asked for, and the draft returns the reads, not the absence.

04

A supervisory authority is notified, and Article 33(5) makes that record the one read back.

05

A media notice is drafted, and 45 CFR 164.406(c) fixes the elements it has to carry.

Decide
06

A later fact contradicts an assurance, and it routes to the officer whose name went under it.

07

A correction is issued, written as a new line with its own hour, and the old line stands.

Out
08

One event is tailored four ways, and the four drafts are held side by side before one goes.

09

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

Product statement

Drafting, timing and the record belong to the agent. The assurance, and the signature under it, belong to a named officer who answers for it years afterwards.

Example workflow

One assurance, event to issue

AgentHuman
1Event notifiedA field report, an authority query, a customer complaint or a line from the incident record
2Facts assembled and datedWhat the evidence carries, the source of each line, the hour it arrived and what is still open
3Holding line draftedThe draft, its sources, what it does not assert and confidence
4Controls appliedSource checks, negative-assertion checks, clock checks and drafting confidence
No human action required

Stages 1 to 4 run unaided, and nothing is published at any of them — the agent is drafting, and the officer lane opens at the issue gate.

5DecisionSplits at the issue gate
Acknowledgement only

Goes to the named officer to issue.

Anything asserting scope

Adds a crisis-lead read first.

Officer review

The draft is held with its sources, what it does not assert and the clock it sits under.

Issue · Amend · Send to crisis-lead review
Issued — by the named officer
6Notification and timeline records updatedOnly where write access and disclosure policy allow it
7Outcome evaluatedAssurance accuracy, retracted lines, officer corrections and what the later review turned up
Corrections

Each correction the officer makes counts in the evaluation.

What should not run autonomously

Human approval stays in control

Outside the boundary — human approval required8 items
Making the materiality determination that starts a clock.
Signing a section 15(b) report to the Commission.
Promising that no payment data was reached.
Deciding a public notice is equally effective.
Automation boundaryAgent acts unaided
Draft the holding line from evidence on record.
Keep the assurance and the evidence apart in one dated record.
Mark what a draft does not assert, beside the facts it does carry.
Hold each draft for the officer who issues it.
Nothing is published except by a named officer, inside the agreed boundaries.
Judging whether a risk to rights is high.
Telling the public that the facts are settled.
Choosing the hour a statutory clock is dated from.
Changes to the holding rules or the issue gate.

Example output

One holding line, annotated

An engineering agent keeps the technical incident record; this one keeps what was said outward while the facts were still moving. Below is one draft exactly as the agent leaves it.

Draft output · single eventIllustrative example
Event
Recorded as
Asserted
Evidence of record
Confidence
Held for
Field reports, one product lot
Reports of one failure mode, unverified
Draft only
Field report, 3 August 2026
Held unissued
The named officer, by name
As receivedDrawn from the field reports and the notification log, and it asserts nothing those two do not carry.
What the record holds Field report lines Notification log Approval trail
Why no issue hereGiving the public an assurance is an act a named officer alone owns.
ActionIssueAmendSend to crisis-lead review
What the score decidesBelow the configured threshold a draft gets a crisis-lead read before the officer sees it.

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
Each assuranceFrom the evidence that carries it
03Assurance

Where the assurance is used

Routing a draft through counsel did not protect it in the rulings consulted: facts owed under a statutory duty stayed discoverable, and a lawyer name entered the record beside them.

01Approved path

Said before it was known

The clocks in force start at a judgement — materiality, high risk, significance — and the agent is quickest at the step that comes after one is made.

02Human review

What was checked, and not found

No rule consulted prescribes the words a holding line must use while the facts are still moving. CIRCIA is the clock quoted most often here and it binds nobody, its final rule unpublished; BOD 22-01 stands revoked; and the AI Act incident article binds providers of high-risk systems, now deferred.

04Build an evidence trail

The holding line, the hour it was issued and the officer who approved it stay together.

Integrations

Typical integrations

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

Notification and disclosureSEC EDGAR · CPSC · DFS portals
Statutory notification channels
Evidence and case recordsComplaint logs · field reports
Serious-injury intake logs
Statement and distributionNewsroom · wire services · portals
Customer email and public notices

Agent

Crisis communication and notice

Reads the evidence
Drafts the line
Holds the issue

Timeline and approvalsLegal hold · matter management
Approval trails and issued versions
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six valves between the model and the wire

Six valves on one main, the last the smallest. What flows is set out in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modeNarrow the agent to acknowledgement drafts when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt and holding rules, and note the version each draft was written under.Track
L4TraceabilityRecord each draft, the sources under it, the hour it was issued and each read of the file.Record
L3Officer releaseHold the draft for a named officer; the hold governs release, not whether the line is true.Gate
L2Assurance guardrailsTest each draft against its sources, and return one promising more than those sources carry.Restrict
L1Confidence thresholdsRoute a thin or unsourced draft to a crisis-lead read before the officer sees it.Require review
Model coreDraft written — the holding line, its sources, what it does not assert and confidence
L1 – L2Test whether a line may go out
L3Leaves the assurance to a named officer
L4 – L5Keep the statement and the timeline behind it
L6Issues nothing beyond acknowledgement when signals degrade

How Nestack evaluates it

Evaluate the whole drafting run — not only the line that goes out.

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

Surface — the assurance the public reads
Depth of coverage ▼
E1Final-output evaluationDid the draft stay inside what its sources actually carried?
E2Step-level evaluationDid the agent read the right reports, the right hours and the live holding rules?
E3Tool evaluationDid it read and write the correct event and the correct notification record?
E4Confidence calibrationDo low-confidence holding lines actually attract more corrections?
E5Slice evaluationHow does performance change from one event class to another?
E6Business outcomeHow many drafts needed a correction before the officer issued one?
Floor — the record read back under oath

Failure modes

Where each failure originates in the agent

Seven failure modes, each shown at the point it first surfaces.

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

Raw sources bypassed for the summary

The synthesised timeline is read as the record.

Stage gathersThe reports, the hours, the notices and the log
02 · Reasoning2 modes
TJ-04

Negative drafted from absence

Nothing seen is written as nothing reached.

TJ-06

Materiality settled inside a summary

A hedged position is drafted as a conclusion.

Stage proposesThe draft, its sources and what is still open
03 · Tool / write2 modes
TJ-02

Four audiences, four scopes

One event is described four different ways.

TJ-05

Issued ahead of the consultation

A warning goes out before the regulator read.

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

Issued, the clearance unlogged

The record shows a line out, not who cleared it.

Stage returnsThe line the public reads and a regulator files
05 · Change / Version1 mode
TJ-07

The correction that does not land

A figure is revised while the first one stands.

Stage tracksModel, prompt, holding rules and issue gates
Sev-1 · an assurance nothing carried Sev-2 · a wrong line reaches the public Sev-3 · sources thin, draft held back

Affected slices

Consumer-safety notices absorb the corrections

A class-level assurance figure can read clean while consumer-safety notifications carry most of the officer corrections. Nestack reports the correction rate by event class, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Consumer-safety notifications11.9%3.7× Review
Cross-border regulator notices8.4%2.6× Review
First-hour holding lines5.3%1.6× Watch
Routine acknowledgement lines2.4%0.7× Normal
Bar: correction-rate lift vs. routine-acknowledgement baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

What an early assurance costs

A cycle shuts when the assurance the facts later contradicted is a standing case. That suite is what the next incident run is measured against.

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

Correction rate rises on consumer-safety notices.

02Diagnose

The sentence issued in the first hours that told the public what had not yet been established is worked backwards until one cause is left standing.

03Improve

Statements ship numbered, and the timeline behind them travels attached.

04Verify

Each touched assurance case is run again, and one red holds it back.

05Learn

The case is kept, and the escalation rules are amended in that same commit.

Learn → DetectThe return edge. The next event meets 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, drafting workflow, evaluation, integration, then production validation and handover.

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Crisis-communication and automation-boundary scope.
02Evidence, notice and approval sources.
03Statutory-notification and officer-signature mapping.
04Evidence and notice intake.
05Fact binding and draft logic.
06Confidence scoring and crisis-lead routing.
07Officer issue workflow.
08Notification-system integration.
09Assurance and timing cases.
10Guardrails and escalation controls.
11Timeline 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 event class, one cycle ProductionProduction crisis-comms workflow AdvancedMultiple regulators / jurisdictions
Introduced at Pilot
Drafting to your holding rules
Named officer issue
Notification-clock baseline
Introduced at Production
Reporting by incident class
Crisis-lead review workflow in your systems
Approved timeline write-back
Rota-and-registry integration
Introduced at Advanced
Multi-regime holding rules
Cross-jurisdiction notice packs
High event volume
Multi-regulator notification controls
Build price From $5,000 From $8,000 Custom quote
Final build priceConfirmed after discovery based on integrations, workflow complexity, notification volume, escalation 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 live event classes and the notice each one triggers Holding-rule capture and clock versioningWeek 1
02Representative events, evidence sets and past statements Source binding, drafting logic and the notification baselineWeek 2
03Your escalation rota and the officers it names Holding-rule mapping, clock binding and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports Evidence, notification and approval source assessment, then integration setupWeek 2
05Assurances you would not want replayed Timing cases and the evaluation roundWeek 4
06What no holding line may promise Confidence scoring, review routing, guardrails and issue controlsWeek 3
07A named officer who issues the statement Handover to the named officer, 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

A band here is as wide as its phase costs, so the fifth week shows a pair instead of a neat blank.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Holding-rule discovery, clock versioning and the automation boundary W2Evidence and notification integration and the timeline baseline W3Fact binding, drafting logic and issue controls W4Evaluation suite, timing cases and failure-mode testing W5Notification-system integration, pilot events and targeted corrections W6One exercise cycle run under the crisis lead, then Agent Care handover
Reading the bandEach band spans only the weeks its own work is named for, and the fifth carries two.
At the end of W6Once the timeline record validates, Agent Care adopts the agent.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Public relations AI agent

Build a crisis communication copilot around the sentence your last event published too early.

Show us one event and the first line you put out about it. Not how quickly you responded. What you promised while the facts were still moving, the hour you promised it, and whose name went under it. An assurance the evidence did not carry comes back as a case.

Nestack Agents · Crisis communicationAGT-COM-04 · Agent Care available after launch