Read our operating thesis — Machines work better in tandem
COORDINATED INTELLIGENCE

Autonomous Systems
for Real Work

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Tandem Machines coordinates AI agents, tools and people into operational systems that execute, report and improve under human direction.

RESEARCH & INTELLIGENCE · REVENUE OPERATIONS · COMPLIANCE OPERATIONS · EXECUTIVE COORDINATION · DATA & WORKFLOW EXECUTION · SPECIALIST AGENT TEAMS ·RESEARCH & INTELLIGENCE · REVENUE OPERATIONS · COMPLIANCE OPERATIONS · EXECUTIVE COORDINATION · DATA & WORKFLOW EXECUTION · SPECIALIST AGENT TEAMS ·
System

One objective. Coordinated execution.

Direct, coordinate, execute, verify — one system passes work between human and machine actors.

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Control

Set authority. See everything.

Set authority, review evidence, handle exceptions and intervene when judgment is required.

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Handoff

Designed for the handoff.

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

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Patterns

Three system patterns. One coordinated core.

Intelligence, Revenue and Executive system patterns — examples, not case studies.

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Intelligence is useful when it can operate.

Models can reason. Tools can act. Organizations need a system that coordinates both — while keeping people informed, accountable and in control.

How Tandem operates

One objective enters the system, is decomposed across specialist agents and tools, and converges into a visible, verified outcome.

01

Direct

Define the objective, boundaries and authority.

02

Coordinate

Route work across specialist agents, data and tools.

03

Execute

Complete multi-step operational work across systems.

04

Verify

Surface evidence, exceptions, decisions and outcomes.

Built to work across functions.

Six operational domains, composed from the same coordinated core.

↳  Research & Intelligence

Monitor sources, synthesize evidence and surface material change.

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↳  Revenue Operations

Prepare outreach, track pipeline signals and coordinate follow-up.

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↳  Compliance Operations

Screen activity, assemble evidence and escalate exceptions for review.

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↳  Executive Coordination

Track priorities, prepare decisions and follow through across tools.

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↳  Data & Workflow Execution

Move, reconcile and act on operational data across systems.

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↳  Specialist Agent Teams

Compose focused agents into teams shaped around the work.

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Autonomy with visible control.

Tandem makes execution observable. People can set authority, review evidence, handle exceptions and intervene when judgment is required.

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
EVIDENCE TRAILSource scan complete — 148 items reviewed38 material changes extracted and linkedDraft assembled — 9 sections, 41 recordsPricing anomaly flagged — routed to operator41 RECORDS
EXCEPTION GATEPricing anomaly routed to operator — approval required before distributionPENDING DECISION
Illustrative configurationExplore Control  →

Systems shaped around the work.

Example system patterns — designed around the work, not customer case studies.

SYSTEM PATTERN 01

Intelligence System

Monitors sources, researches changes, synthesizes evidence and escalates material findings.

View Pattern  →
SYSTEM PATTERN 02

Revenue System

Coordinates prospect intelligence, outreach preparation, pipeline signals and follow-up operations.

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SYSTEM PATTERN 03

Executive System

Tracks priorities, prepares decisions, follows through across tools and reports exceptions.

View Pattern  →

Machines work better in tandem.

We are building the operating layer for organizations where autonomous agents and people work as one coordinated system.

Put intelligence to work.

Tandem systems operate across research, revenue, compliance, executive coordination and data execution. Define the objective — we will design the system around it.

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

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