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Construction AI agent · Change control

Building Safety Change-Control AI Agent

A major change carried out before it is granted cannot be regularised, and on a higher-risk building in England the approval shields nothing. The agent assembles the record; the client signs it.

4–6 weeksTypical delivery
Your stackDeployment
Per changeClient signs
Agent CareAfter launch

What this agent does

Drafts the record behind a change, not the answer to a question

In
01

A design moves, and the agent opens a change record against the agreed documents the project holds.

02

A change meets reg 26, and the agent drafts recordable, notifiable or major with the limb it relied on.

Reason
03

An adviser is consulted, and the agent records the name, the occupation and a summary of the advice.

04

A document is affected, and the agent lists it and checks the revised version exists before work starts.

05

A compliance position is needed, and the agent drafts it for the person in responsible charge to settle.

Decide
06

A notifiable change is drafted, and the agent holds the reg 20 notice unsent until the client signs it.

07

A major change is drafted, and the agent stages the reg 21 application; reg 18 bars the work until granted.

Out
08

A change closes, and the entry, the advice, the revisions and the signature stay against the project.

09

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

Product statement

The agent drafts and the client signs — and once a major change is carried out, no regularisation application may be made, so the work sits outside the approval.

Example workflow

One change, proposal to record

AgentHuman
1Change proposedSite instruction, design revision, product substitution or dutyholder change
2Documents assembledThe agreed documents, the drawings they govern and the golden-thread revision each one sits at
3Category draftedRecordable, notifiable or major, the reg 26 limb relied on and confidence
4Controls appliedReg 19 element checks, consultation-record checks, document-impact checks and confidence threshold
No human action required

Stages 1 to 4 run unaided, and nothing is classified, notified or signed at any of them — the agent is drafting, and the client's lane opens at the confidence gate.

5DecisionBranches at the confidence threshold
High confidence

Goes to the named client.

Low confidence

Adds a principal designer read first.

Client decision

The change is held with its draft category, its consultation record and the confidence.

Adopt · Recategorise · Send to principal designer
Adopted — signed and released
6Log and golden thread updatedOnly where write access and approval policy allow it
7Outcome evaluatedRecategorisations, missing elements, information requests and changes reworked at completion
Recategorisations

Every recategorisation made in review is counted in the evaluation.

What should not run autonomously

Human approval stays in control

Outside the boundary — human approval required8 items
Deciding the category a change falls into.
Signing the change record, notice or application.
Stating that the changed work complies.
Starting work before a major change is granted.
Automation boundaryAgent acts unaided
Propose the category against reg 26 and cite the limb relied on.
Assemble the reg 19 elements, including who advised and what they advised.
List the agreed documents affected and check a revised version exists.
Flag what a change record is missing, and hold it for the client.
Any write happens inside the boundaries agreed at implementation, never ahead of a signature.
Taking over the log the principal contractor maintains.
Signing a dutyholder compliance declaration.
Deciding that a safety occurrence is reportable.
Changes to category rules or approval thresholds.

Example output

One change, annotated

An RFI moves a question to its responder; this moves a change to the client who signs.

Change record · single controlled changeIllustrative example
Element
Proposed change
Agreed document
Draft category
Confidence
Consequence
External wall build-up
Insulation replaced with a board of the same reaction-to-fire class
FEF rev C
Notifiable — reg 26
93%
Notice before the change is carried out
As receivedTaken from the agreed documents and the golden thread as they stand — nothing on this side is written by the agent.
What was read Fire and emergency file Approved wall build-up Product classification
Why this categoryThe replacement is not of a lower class, so reg 26 puts it below a major change — the client settles it.
ActionAdoptRecategoriseSend to principal designer
What the score decidesBelow the configured threshold the change picks up a principal designer read before the client 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
Every proposed changeFrom the agreed documents
03Recording

Draft against the approved set

Read the change against the agreed documents BSR approved, not against the latest drawing in the model.

01Approved path

The client signs each change

Routine recordable changes arrive already written up against reg 19.

02Human review

Send review to the ones that stop work

Notifiable and major drafts are marked, so the client's read starts where the prohibition bites.

04Build an evidence trail

The change, the advice it drew on and the client who signed 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.

Golden thread and agreed documentsZutec · Operance
Asite · Autodesk ACC
Design and coordinationAutodesk Revit · Navisworks
Solibri · Bluebeam Revu
Project and change managementProcore · Aconex
Viewpoint · Fieldwire

Agent

Building safety change control

Reads the documents
Drafts the record
Holds for the client

Submission and handoverBSR online applications
Reg 38 handover pack
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six rings between the model and the signature

Six rings read from the outside in. What clears the last of them is drawn in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modePull the agent back to drafting only when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt, category-rule and reg 26 configuration changes.Track
L4TraceabilityRecord the documents read, the draft category, the advice and the signature.Record
L3Client review gateHold each record for the named client; it governs release, not whether the category is right.Gate
L2Policy guardrailsTest drafts against the reg 19 elements and the reg 26 limbs; a failure returns the draft.Restrict
L1Confidence thresholdsRoute low-confidence changes to a principal designer read first.Require review
Model coreDraft produced — category, affected documents, consultation record and confidence
L1 – L2Test whether a draft may stand
L3Puts the decision in the client's hands
L4 – L5Keep the change and the advice behind it
L6Holds the change at unrecorded when signals degrade

How Nestack evaluates it

Evaluate the change workflow — not only the finished record.

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

Surface — the record the regulator reads
Depth of coverage ▼
E1Final-output evaluationDid the draft carry every element reg 19(2) prescribes?
E2Step-level evaluationDid the agent read the agreed documents and the reg 26 limbs in force?
E3Tool evaluationDid it read and write the correct project and the correct log?
E4Confidence calibrationDo low-confidence changes actually attract more recategorisations?
E5Slice evaluationHow does performance change across specific change types?
E6Business outcomeHow many changes were recategorised, or reworked at completion?
Floor — the record the client signs and defends

Failure modes

Where each failure originates in the agent

Seven failure modes, each placed at the stage where it starts.

Agent lifecycleDirection of processing →
01 · Retrieval1 mode
FY-01

Superseded agreed document

The change is read against a drawing, not the approved set.

Stage gathersAgreed documents, drawings and golden-thread state
02 · Reasoning2 modes
FY-02

Category drafted too low

A change is drafted as recordable where reg 26 makes it notifiable.

FY-03

Adviser recorded by role

The name and occupation are dropped, and so is the advice given.

Stage proposesCategory, affected documents and confidence
03 · Tool / write2 modes
FY-04

Compliance position asserted

A draft reads as a conclusion the responsible designer never gave.

FY-05

Record dated after the act

The entry is accurate and complete, and made after the change was carried out.

Stage writesOnly where write access and approval policy allow it
04 · Output1 mode
FY-06

Document impact missed

The drawing is revised and the fire and emergency file is not.

Stage returnsThe record the client signs and the regulator reads
05 · Change / Version1 mode
FY-07

Designated change missed

A reg 25 designation never reaches the category rules.

Stage tracksModel, prompt, category rules and reg 26 config
Sev-1 · the agent performs a held act Sev-2 · a wrong category reaches the record Sev-3 · documents degrade, change to review

Affected slices

A clean project figure can sit on one change type

A project-level change-record completeness figure can read well while a few change types carry the missing elements. BSR publishes nothing at all on change control, so Nestack reports yours by slice.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Product substitutions9.6%3.7× Review
External wall changes7.5%2.9× Review
Dutyholder changes4.2%1.6× Watch
Internal refurbishment1.6%0.6× Normal
Bar: missing-element-rate lift vs. an internal-refurbishment baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

The loop ends in a regression case

A cycle closes when the unrecorded change is a regression case. That suite is what the next change worked is measured against.

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

Missing-element rate rises in a change type.

02Diagnose

The detail that moved after the approval it was drawn against is traced back to one step.

03Improve

The change ships numbered, and the projects that forced it ride with it.

04Verify

Nothing releases while one touched change case is still red.

05Learn

It is kept for good, and the category rules are amended in the same commit.

Learn → DetectThe return edge. Every later detection meets a suite that is 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, change workflow, evaluation, integration, then production validation and handover.

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Change-control discovery and boundary definition.
02Golden-thread and CDE source assessment.
03Agreed-document and reg 26 category rule mapping.
04Change ingestion and document matching.
05Category drafting and reg 19 assembly.
06Confidence scoring and change routing.
07Client review workflow.
08Golden-thread and CDE integration.
09Category and consultation cases.
10Guardrails and recording controls.
11Change-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 project, one change log ProductionProduction golden-thread systems AdvancedMultiple projects / clients
Introduced at Pilot
Drafting to your agreed documents
Client review gate
Consultation-record baseline
Introduced at Production
Reporting by building
Review workflow in your systems
Approved write-back
Design-register integration
Introduced at Advanced
Multi-building rule sets
Multi-stage dutyholder review
High change volume
Multi-project change controls
Build price From $5,000 From $8,000 Custom quote
Final build priceConfirmed after discovery based on integrations, workflow complexity, change 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 agreed documents and change control plan Agreed-document mapping and change ingestionWeek 1
02Representative changes and their records Category-drafting baseline and reg 19 element assemblyWeek 2
03Your reg 26 category rules and decision procedure Category-rule mapping and automation-boundary definitionWeek 1
04Access to relevant APIs, feeds or exports Golden-thread and project system assessment, then integration setupWeek 2
05Change records you would not want pulled Category cases and failure-mode testingWeek 4
06What no change record may omit Confidence scoring, change routing, guardrails and approval controlsWeek 3
07Named client signatories to review drafts Client review 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 here is sized to the weeks its own phase absorbs, so the fifth honestly carries a pair.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Change-control discovery, rule mapping and the automation boundary W2Source integration and the category-drafting baseline W3Reg 19 assembly, confidence logic and review controls W4Evaluation suite, guardrails and failure-mode testing W5Golden-thread integration, pilot changes and targeted corrections W6One change cycle run under the client duty-holder, then Agent Care handover
Reading the bandA bar spans the weeks its own work is named in. The week 5 overlap is worked time, not padding.
At the end of W6Validation closes on live changes, and Agent Care picks up the watch.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Construction AI agent

Build a change-control agent around the record reg 19 already prescribes.

The Lords committee found in December 2025 that applications are rejected for an inability to evidence how safety was considered. On a higher-risk building in England, reg 19 already prescribes that record and reg 18 forbids proceeding without it.

Nestack Agents · Building safety change controlAGT-CN-09 · Agent Care available after launch