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Operations AI agent · Obligation tracking

Compliance Obligation Tracking AI Agent

Diarise a recurring obligation the day it lands, file the evidence under it as the evidence arrives, and hand the whole register to the named owner or operator who certifies it.

4–6 weeksTypical delivery
Your stackDeployment
Evidence filedOwner certifies
Agent CareAfter launch

What this agent does

Tracks the obligation, never certifies it

In
01

An obligation lands from a rule such as 40 CFR 68.79, and it enters the register with an owner.

02

A deadline recurs whether anybody is watching or not, so the clock runs off the rule, not the diary.

Reason
03

A five-year revalidation falls due under 68.67(f), and the evidence is checked before the date.

04

A change forces a revised hazard analysis, and 68.190(b)(5) sets six months from that change.

05

An incident occurs, and 68.81 starts a clock on beginning the investigation, not on finishing it.

Decide
06

An owner leaves, and each obligation filed under that name shows as unheld until somebody takes it.

07

An emergency contact changes, and 68.195(b) opens a one-month window nobody else is watching.

Out
08

An obligation lapses, and the lapse is written up as a finding rather than quietly closed out.

09

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

Product statement

Tracking, evidencing and clock-keeping belong to the agent. The certification belongs to a named owner or operator, who makes the reasonable inquiry and signs.

Example workflow

One obligation, rule to certification

AgentHuman
1Obligation identifiedRegulatory text, permit conditions, corporate standards or an existing compliance register
2Clock set from the ruleThe interval, the trigger that starts it, the next date it falls due and the owner who holds it
3Evidence assembledThe audits, revalidations, investigations and change records filed against the obligation
4Controls appliedRegister checks, evidence-age checks, owner 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 tracking, and the owner lane opens at the completeness gate.

5DecisionSplits at the completeness gate
Evidence complete

Goes to the named owner or operator.

Anything missing

Adds a process safety lead read first.

Owner review

The obligation is held with its evidence, its gaps and the date it next falls due.

Certify · Add evidence · Send to safety review
Certified — by the owner or operator
6Compliance records updatedOnly where write access and records policy allow it
7Outcome evaluatedClock accuracy, evidence currency, owner corrections and what review found
Corrections

Each owner correction is counted in the evaluation.

What should not run autonomously

Human approval stays in control

Outside the boundary — human approval required8 items
Certifying that a submission is true and complete.
Deciding that an obligation applies to this company.
Conducting the reasonable inquiry behind a signature.
Declaring a compliance audit adequate.
Automation boundaryAgent acts unaided
Set the clock from the rule that creates the duty.
File the evidence under the obligation it answers.
Show which obligations are unheld, unevidenced or overdue today.
Raise the next date due, and name the owner who must answer it.
Nothing is certified except by a named owner or operator, inside the agreed boundaries.
Judging whether a hazard analysis needs revising.
Accepting a declined recommendation as justified.
Telling a regulator what a record means.
Changes to the register, the clocks or the owners.

Example output

One obligation, annotated

This serves an operations team whose owner or operator has to certify under 40 CFR 68.185; below is one obligation exactly as the agent leaves it.

Obligation record · single dutyIllustrative example
Obligation
Recorded as
Interval
Evidence of record
Confidence
Held for
Compliance audit, covered process
Due, evidence incomplete
Three-year cycle
Audit report, 6 May 2026
Held uncertified
The named owner or operator
As receivedAssembled from the audit report and the change records on file, and it asserts nothing beyond them.
What the record holds Audit report Revalidation record Change record
Why no certification hereCertifying after inquiry is a judgement the owner or operator makes.
ActionCertifyAdd evidenceSend to safety review
What the score decidesBelow the configured threshold the obligation gets a safety-lead read before the owner.

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 obligationFrom the rule that creates it
03Evidence

Where the register sits

Horizon scanning watches instruments and the stage each has reached; this tracks the obligations you already have, the evidence filed against each and the clocks that recur.

01Approved path

The clock runs without you

A recurring duty comes round again and nothing in the stack says so, because the deadline lives in 40 CFR 68.190 and not in your calendar.

02Human review

What was checked, and not found

Checked in the current text: the 2024 accident prevention rule is in force and codified, not stayed and not vacated, its challenge sits in abeyance and the rollback is proposed only, so the 68.10 date in May 2027 stands.

04Build an evidence trail

The obligation, the evidence filed against it and the owner who holds it stay together.

Integrations

Typical integrations

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

Regulatory sourceseCFR · Federal Register
Permit conditions and corporate standards
Process safety recordsHazard analyses · revalidations
Management-of-change and incident records
EHS and compliance systemsIntelex · Enablon · Sphera
Cority · VelocityEHS

Agent

Compliance obligation tracking

Reads the obligations
Files the evidence
Holds for the owner

Audit and document storesAudit reports · corrective actions
Document management and records archives
Observability & evaluationOpenTelemetry · Langfuse
Supported monitoring/evaluation sources

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

Agent controls

Six locks between the model and the signature

Six locks on one door, the last the heaviest. What opens it is drawn in the map below.

L6 · Outermost — last line of defenceInward → L1 · closest to the model
L6Rollback / safe modeNarrow the agent to listing obligations when evaluation or production signals degrade.Roll back
L5Version monitoringTrack model, prompt and calendar rules, and note the version each obligation was tracked under.Track
L4TraceabilityRecord each obligation, the evidence under it, the clock it ran on and every change to the file.Record
L3Owner releaseHold the obligation for a named owner; the hold governs release, not whether the file is complete.Gate
L2Register guardrailsTest each obligation against the rule text it was drawn from, and refuse a clock with no rule under it.Restrict
L1Confidence thresholdsRoute a thin evidence file to a safety-lead read before the obligation reaches the owner.Require review
Model coreObligation tracked — the rule, the clock, the evidence filed and what is missing
L1 – L2Test whether an obligation may stand
L3Leaves the certification to a named owner
L4 – L5Keep the obligation and the evidence behind it
L6Holds the obligation open when signals degrade

How Nestack evaluates it

Evaluate the whole register — not only the obligation that comes due.

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

Surface — the obligation an inspector asks about
Depth of coverage ▼
E1Final-output evaluationDid the obligation record the rule and the clock it was actually tracked on?
E2Step-level evaluationDid the agent read the current rule text, the right interval and the live register?
E3Tool evaluationDid it read and write the correct obligation and the correct evidence file?
E4Confidence calibrationDo low-confidence obligations actually attract more owner corrections?
E5Slice evaluationHow does performance change across specific obligation types?
E6Business outcomeHow many obligations needed a correction before the owner certified?
Floor — the evidence a certification rests on

Failure modes

Where each failure originates in the agent

Seven failure modes, each pinned to the stage where it starts.

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

Stale rule text read

The rule read is not the one that now applies.

Stage gathersThe rules, the clocks, the owners and the files
02 · Reasoning2 modes
NK-04

Clock set on the wrong trigger

A duty is dated from filing, not the event.

NK-06

Obligation entered without basis

A duty is carried that no rule creates.

Stage proposesThe rule, the clock, the evidence and the gaps
03 · Tool / write2 modes
NK-02

Thin evidence file passed on

An obligation moves on without the safety read.

NK-05

Evidence bound to wrong duty

The file is stored against another obligation.

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

Certified, gap unrecorded

The record shows a signature but not the missing evidence.

Stage returnsThe obligation an owner signs and an auditor reads
05 · Change / Version1 mode
NK-07

Silent register decay

An owner leaves and the clock keeps running unheld.

Stage tracksModel, prompt, clock rules and owner records
Sev-1 · a certification signed on a gap Sev-2 · a recurring deadline passes unmet Sev-3 · source degrades, obligation held open

Affected slices

Event-driven clocks absorb the corrections

An obligation-level evidence figure can read clean while event-driven six-month clocks carry most of the corrections. Nestack reports the correction rate by obligation type, not only in total.

Slice performance — reported separately, not only in aggregateIllustrative example
SliceFailure rateLift Lift vs. thresholdStatus
Event-driven six-month clocks11.8%3.7× Review
Newly registered obligations8.4%2.6× Review
Obligations with shared owners5.3%1.7× Watch
Established annual obligations2.1%0.7× Normal
Bar: correction-rate lift vs. established-obligation baseline · scale 0–4.0× · tick marks the 2.0× review threshold 2 of 4 slices over threshold

Evidence-linked improvement

What a lapsed clock costs

The cycle shuts when the missed recurring deadline is a regression case. That suite is what the next obligation review is measured against.

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

Correction rate rises on event-driven six-month clocks.

02Diagnose

The three-year audit that was four years old because the owner had left is worked backwards until one cause is left standing.

03Improve

Number the change; the obligations that drove it are filed beneath it.

04Verify

Nothing ships while one obligation case remains red.

05Learn

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

Learn → DetectThe return edge. The next obligation review runs 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, obligation tracking, evaluation, integration, then production validation and handover.

Workstream Week 1Week 2Week 3Week 4Week 5Week 6
01Obligation-register and automation-boundary work.
02Regulatory, permit and internal sources.
03Rule-to-obligation and clock-derivation mapping.
04Obligation and evidence ingestion.
05Clock, evidence and owner binding.
06Completeness scoring and review routing.
07Owner certification workflow.
08EHS-system integration.
09Obligation and evidence cases.
10Guardrails and attestation controls.
11Obligation-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 register, one site ProductionProduction compliance workflow AdvancedMultiple sites / regimes
Introduced at Pilot
Obligation tracking to your register
Named owner certification
Obligation-register baseline
Introduced at Production
Reporting by obligation
Owner review workflow in your systems
Approved write-back
Obligation-source integration
Introduced at Advanced
Multi-regime obligation sets
Cross-site evidence packs
Large obligation registers
Multi-regime calendar controls
Build price From $5,000 From $8,000 Custom quote
Final build priceConfirmed after discovery based on integrations, workflow complexity, register size, 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 live obligations and the rule each one comes from Obligation capture and clock derivationWeek 1
02Representative audits, revalidations and change records Evidence binding, clock logic and the register baselineWeek 2
03Your compliance calendar and the owners it names Obligation mapping, clock derivation and the automation boundaryWeek 1
04Access to relevant APIs, feeds or exports Regulatory, permit and record-store assessment, then integration setupWeek 2
05Registers you would not want inspected Deadline cases and failure-mode testingWeek 4
06What no obligation register may certify Completeness scoring, review routing, guardrails and release controlsWeek 3
07A named owner or operator who certifies Release to the named owner, 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 as wide as its phase costs, so week five carries a pair rather than an empty column.

Phase W1W2W3W4W5W6
Discovery W1
Build W2 – W3
Evaluate W4 – W5
Pilot & Launch W5 – W6
Week focus W1Obligation discovery, clock derivation and the automation boundary W2Source integration and the obligation-register baseline W3Evidence binding, completeness logic and release controls W4Evaluation suite, deadline cases and failure-mode testing W5EHS-system integration, pilot obligations and targeted corrections W6One audit cycle run under the accountable owner, then Agent Care handover
Reading the bandEach bar covers only the weeks its own work is named for, and week five is shared by design.
At the end of W6When the evidence record validates, Agent Care assumes the agent.
DurationSix-week plan shown · typical delivery 4–6 weeks depending on scope confirmed in discovery.

Next step · Operations AI agent

Build a compliance obligation agent around the clocks that recur without anybody starting them.

Show us one recurring obligation and the evidence filed against it since it last came round. The owner or operator signs, on knowledge, information, and belief formed after reasonable inquiry, and the agent keeps the register that inquiry is run against.

Nestack Agents · Obligation trackingAGT-OP-05 · Agent Care available after launch