The unit of work
An autonomous agent is only as good as what it is handed. Point one at a raw firehose and it must parse fields, infer meaning, and decide what is true before it can do anything useful — slow, costly, and error-prone. Signal Fabric removes that burden by delivering work as a single governed artifact: the Agent Task Packet.
The packet is the contract between high-velocity data and agent execution, and it is where the platform's value concentrates.
1
Object
Replaces the many source schemas an agent would otherwise parse to act.
2
Halves
Evidence and instruction travel together — never assembled from separate places.
0
Raw records
The agent parses none; all context arrives precomputed and governed.
The takeaway
Dashboards visualize, data lakes store, and event buses transport — none of them produce executable work. The Agent Task Packet turns latent, high-velocity data into a bounded, explainable, governed unit an agent can act on. It is the part of Signal Fabric that converts real-time telemetry into outcomes, and the part that grows more valuable the longer the platform runs.
What a packet carries
Each packet pairs a processed signal object — what is true — with a work instruction — what to do about it — wrapped in routing, integrity, and governance metadata.
Processed Signal Object
What is true
Work Instruction
What to do
Envelope Metadata
Packet id · routing tags · integrity (hash · signature · sequence · expiration) · tenant & policy — for provenance, ordering, replay control, and tenant isolation.
Why the packet is the asset
Most systems move, store, or visualize data. The Agent Task Packet does something different: it converts data into executable work.
01
A telemetry source keeps its own schema; the agent sees one normalized object. The packet decouples arbitrary streams from arbitrary agents, so streams can be mixed and matched — and a newly added firehose never breaks an existing agent.
02
Parsing, enrichment, correlation, scoring, and prediction happen once, before delivery. The agent receives ready context instead of raw data and spends its budget on the task, not on rediscovering the world. Token and compute cost fall.
03
A cross-domain packet is actionable only when every required evidence role is present; partial evidence is a review candidate, not a command. Governance tags travel with the data, restricted fields are transformed before delivery, and hidden streams are forbidden.
04
Packet fields are matched against an agent capability registry, so each packet reaches an agent suited to its latency class, tools, governance level, and prior performance. The right work reaches the right agent, automatically.
05
The packet carries the prediction that is later compared to the real outcome, plus a feedback flag. Recorded outcomes tune scoring, routing, enrichment, and prediction — the system improves at the speed of the data, with source provenance preserved.
06
Before export, a governance transform strips restricted fields while preserving approved prediction, feature, and instruction values. The same packet can drive a code-gen tool, a notebook, or a workflow engine — without binding the platform to any one provider.
From convergence to outcome
Consider a cyber-physical convergence thesis: act when abnormal network movement on a critical route coincides with a real-world disruption signal in the same window. A single packet carries that judgment through its full lifecycle.
Converge
Abnormal movement and a disruption signal land in the same window; both required evidence roles are satisfied.
Package
The signal object — prediction, correlation, governance — is paired with a work instruction and integrity metadata.
Route
A capability-registry match sends it to a low-latency investigation agent in a permitted environment.
Act
The agent works from precomputed context and drafts findings; execution stays behind human approval.
Record
The outcome — incident or false alarm — is captured against the packet's prediction value.
Tune
The delta updates convergence thresholds, scoring, and routing for the next packet.
Integrity by construction
The packet is not merely convenient; it is auditable. Its envelope metadata — hash, signature, sequence number, and expiration — supports provenance, ordering, replay control, and tenant isolation. Because nothing a packet relies on can be hidden, every action it drives can be explained after the fact.
Hash
Content-addressed integrity for every payload.
Signature
Cryptographic proof of origin and tamper-evidence.
Sequence
Strict ordering for replay and causal reasoning.
Expiration
Time-bounded validity to prevent stale actions.