Read our operating thesis — Machines work better in tandem
Tandem Machines
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The System

One objective. Coordinated execution. Tandem passes work between agents, tools and people under set authority — and returns a verified outcome.

FIG. 01 — ONE OBJECTIVE DECOMPOSED INTO COORDINATED EXECUTIONTM-0147 · ILLUSTRATIVE RUN
HUMAN OBJECTIVETM-0147LANE 01 — AGENT · RESEARCHLANE 02 — AGENT · SYNTHESISLANE 03 — TOOLS · SEARCH / DOCS / CRMLANE 04 — DATA · SOURCESOPERATOR — APPROVAL GATEVERIFIED OUTCOMEEVIDENCE ATTACHED · T+42MT+00T+10MT+21MT+31MT+42M

Four stages. One continuous lane.

Every objective moves through the same four stages. The lane never breaks — work, evidence and authority travel together.

01

Direct

Define the objective, boundaries and authority. The operator sets what the system may do alone, what it must ask about, and what only a person decides.

OBJECTIVE · BOUNDARIES · AUTHORITY
02

Coordinate

Route work across specialist agents, data and tools. The objective is decomposed into lanes, each with a defined scope and a defined handoff.

AGENTS · DATA · TOOLS
03

Execute

Complete multi-step operational work across systems. Agents act within granted authority, escalate across the line when judgment is required.

ACT · ASK · ESCALATE
04

Verify

Surface evidence, exceptions, decisions and outcomes. Every run ends in a reviewable record — what was done, by which actor, on what basis.

EVIDENCE · EXCEPTIONS · OUTCOMES

The control plane

Execution is observable end to end. Authority, agents, tools, state, evidence and gates — one view, always current.

Control plane — TM-0147 · Weekly market brief●  EXECUTING
OBJECTIVECompile and distribute the weekly market briefAUTHORITY: DRAFT + PREPARE
ASSIGNED AGENTSResearch · Synthesis · Review2 RUNNING · 1 IDLE
CONNECTED TOOLSSearch index · Document store · CRM · Mail relay4 CONNECTED
EXECUTION STATEStep 3 of 5 — drafting the briefT+27M ELAPSED
EXCEPTION GATEPricing anomaly routed to operator — approval required before distributionPENDING DECISION
TIMEACTOREVENTSTATE
14:00:02OperatorObjective set — boundaries and authority definedCOMPLETE
14:00:04CoordinatorWork routed — 3 agents, 4 tools assignedCOMPLETE
14:02:11Research agentSource scan complete — 148 items reviewedCOMPLETE
14:11:04Synthesis agentDrafting brief — 9 sections, 41 source records linked● RUNNING
14:13:57SystemException — pricing anomaly routed to operator for approvalPENDING
Illustrative configuration

Designed for the handoff.

Tandem defines when agents should act, when they should ask, and when a person must decide.

HUMANAGENT 01AGENT 02AGENT 03HUMAN DECIDESAUTHORITY BOUNDARYAGENT ASKSESCALATION PATHAGENT ACTSWITHIN GRANTED AUTHORITY

Put intelligence to work.

Define the objective — we will design the system around it: agents, tools, authority and gates.

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