PLATFORM

Shared context that keeps its source, time, and dependencies.

People and bounded agents contribute to one temporal enterprise record. Each claim keeps what produced it, what it used, what policy allowed, and what happened next.

Inspect the substrate ← Return to the shared context

Illustrative · synthetic · static record shown as of 14:30

ENTERPRISE OBJECT / TEMPORAL RECORD

AS OF DECISION TIME

T0GH
Source-native change● observed
T1PD
Operational event● observed
T2AM
Observed signal● observed
T3SF
Customer relation● observed
T4◇
Modeled consequence◇ predicted · confidence attached

One record can be inspected at the time a decision was made.

01 / TEMPORAL SHARED SUBSTRATE

Later conclusions do not overwrite earlier context.

The record is time-aware. An as-of view shows what evidence, policy result, prediction, and proposal existed at the selected point in the investigation.

EARLIER VIEW

OBSERVED CONTRIBUTIONS

Observed impact is assembled.

T0Source-native changeChange system
T1Operational eventIncident system
T2Signal observationTelemetry system
T3Customer relationCustomer system

● OBSERVED EVIDENCE PRESENT

LATER VIEW

ANALYSIS ADDED

Modeled exposure joins the same record.

◇ Predicted

The analysis uses the earlier observed claims. It remains a prediction, not a rewritten fact.

◇ PREDICTED CALIBRATED CONFIDENCE

See the concrete incident timeline on Product

02 / MULTI-AGENT COORDINATION

See every contribution assemble in one governed workspace.

Bounded agents add source-backed claims, explicit dependencies, policy results, predictions, and proposals. People enter the same permission-scoped record to inspect the assembly and authorize consequential action.

Complete record

PARTICIPANTS

6 in context

AGENTS 4 BOUNDED

I Incident agent source reads · claim write returned
A Account agent relationship reads · claim write returned
P Policy agent policy check · refusal write returned
R Recovery agent assembled context · propose only returned

PEOPLE 2 ROLE-SCOPED

SRE

SRE · operational causeSource evidence + reversal boundary

REV

Revenue · commercial consequencePermitted relationships + modeled exposure

SHARED ENTERPRISE CONTEXT

Assembled record

BOUNDED QUESTION

What changed, who is affected, and which action is authorized? 4 agents · 2 people · one permission-scoped record

Claim 01 · source-native event related to a later signal.

BEFORE WINDOW▼ OBSERVED DELTAAFTER WINDOW

SOURCE-NATIVE ID · EVENT TIME · SOURCE-BACKED

USES CLAIM 01 INCIDENT AGENT CONTRIBUTION

Claim 02 · a customer relationship falls inside the event window.

Schematic fields attached to an observed customer relationship
Field	Value class	Provenance
Customer	typed entity	source
Event window	observed interval	source + time

Evidence excluded by policy before retrieval.

POLICY · restricted source · refused before read

No substitute inferred · effect on decision recorded

Modeled consequence

Prediction remains distinct from every observed claim.

CALIBRATED INTERVAL · CONFIDENCE VALUE

Uses Claim 01 + Claim 02 + policy result

SRE · operational causeSource evidence + reversal boundary

Revenue · commercial consequencePermitted relationships + predicted consequence

DECISION

Proposal

□ PROPOSED

Bounded action

Authority: Authorized role required
Reversal: Measurable condition attached
State: Nothing executed

Approve Correct Reject

H Decision owner · authorized roleHuman identity and authority attached

✓ CONFIRMED

Decision attributed to a human Evidence classes, policy boundary, authority, and reversal reviewed.

Inspect activity

Shown: Alef's record grammar · schematic, not live data

Follow the decision package and receipt lifecycle on Product See the product's permission and action gates on Security & Governance

03 / COMPLETE AGENT ACTIVITY

Trace the work. Replay the decision context.

Activity is not reduced to a final answer or hidden chat. The record preserves each bounded task, input, contribution, policy result, and gate in sequence.

ParticipantUsesAddsScope

Incident agent Pulse Change · incident · telemetry sources Observed signal claim READ ONLY

Account agent Ledger Claim 01 · customer system Observed relationship claim READ ONLY

Policy agent Boundary Sources · participating roles Withheld artifact + effect POLICY

Reasoning agent Trace Claims 01 + 02 · policy result ◇ modeled consequence + confidence READ ONLY

Recovery agent Causal path · authorization boundary Bounded rollout-pause proposal PROPOSE ONLY

TRACE Source read → contribution used → contribution added → gate reached REPLAY

04 / GRAPH + RELATIONSHIP MODEL

Graph-shaped context, without graph-UI dogma.

The model keeps entities and typed relationships. The interface can render the same structure as a path, ledger, timeline, evidence table, or decision receipt.

GHSource-native changeTRIGGEREDPDOperational event

PDOperational eventDEGRADEDAMObserved signal

AMObserved signalAFFECTEDSFCustomer relation

SFObserved claimsSUPPORT◇Modeled consequence

Follow those relationships through the worked incident

05 / CONFIGURATION + EXTENSIBILITY

Every agent enters through a bounded contract.

Permission scope, task budget, allowed contribution, and human gate are explicit configuration. Extensibility adds participants to the same record—not a parallel truth store.

INCIDENT AGENT · PULSE

Operational health

Permission scope: READ ONLY
Allowed contribution: Observed claim
Gate: Contribution returns to shared context

RECOVERY AGENT

Bounded recovery

Permission scope: PROPOSE ONLY
Allowed contribution: Bounded, reversible proposal
Gate: Named human approval before external write

See how permissions, refusals, and human gates appear in the product

Bring one real cross-system problem to the technical evaluation