Framework

The Human Conductor Model

AI agents deliver at scale. Human conductors provide strategy, judgment, ethics, and accountability. This division of labour is what makes AI-powered consulting trustworthy — and what makes us different from AI tools with a consulting wrapper.

Why conductors, not managers

Traditional consulting puts junior staff on work and senior partners on billing. We invert this. Each engagement area is led by a conductor who dedicates the majority of their energy to strategy, client relationships, and accountable judgment — not administration.

The conductor holds the ACDC authority credential for the engagement. They sign off on deliverables. They are reachable, named, and responsible for outcomes. No hiding behind a firm brand.

Why not fully automated?

AI agents are extraordinary at volume, consistency, pattern recognition, and tireless execution. They are not suited to political judgment, ethical navigation, stakeholder trust-building, or accountability to a board. Those are human jobs — and they should stay that way.

The Conductor Model is a principled division of labour: agents do what agents do well, conductors do what humans do well. The result is better consulting — faster, cheaper, and with a named human accountable for every outcome.

The Model

How conductors and agents work together

A conductor orchestrates their agent roster the way a conductor leads an orchestra — setting direction, maintaining coherence, and making the judgment calls no instrument can make.

70%
Strategy & judgment

Each conductor allocates their energy deliberately across three domains. The 70/20/10 split isn't rigid — it shifts as the engagement matures — but it establishes the principle: conductors are here for the hard thinking, not the volume execution.

Strategy, judgment & ethics70%
Agent orchestration & oversight20%
Client relationships & accountability10%
Responsibilities

What conductors do vs.
what agents do

The division is principled, not arbitrary. Conductors own anything requiring judgment, ethics, or trust. Agents own anything requiring volume, consistency, or tireless monitoring.

Human Conductor

  • Interprets the brief and defines strategic direction
  • Makes judgment calls where data is ambiguous or incomplete
  • Navigates political and stakeholder dynamics
  • Takes personal accountability for deliverable quality
  • Leads client-facing review sessions and presentations
  • Identifies ethical dimensions and flags risks
  • Signs off on all final deliverables before client delivery
  • Holds the ACDC authority credential for the engagement
  • Decides when agent output is sufficient vs. needs rework

AI Agent Roster

  • Executes research, analysis, and synthesis at scale
  • Generates first-draft documents, models, and reports
  • Monitors regulatory and competitive environments continuously
  • Processes large datasets for pattern identification
  • Produces consistent, templated deliverable components
  • Runs scenario models and sensitivity analyses
  • Tracks action items, deadlines, and engagement milestones
  • Operates under a scoped, time-limited KERI-delegated authority
  • Logs every action to the KERI Key Event Log
Identity & Accountability

Every conductor is cryptographically identified

Accountability is built into the architecture — not promised in a contract. From the moment a conductor is assigned, their identity and authority are cryptographically evidenced.

KERI AID
Conductor Identifier
Every conductor holds a KERI Autonomous Identifier — a self-certifying cryptographic identifier that proves who they are without relying on any central authority. Shared with you on day one.
ACDC
Authority Credential
The conductor's authority for your engagement is issued as an ACDC credential — scoped to your engagement, time-bounded, and cryptographically chained to the engagement inception event.
KEL
Audit Trail
Every conductor action and agent delegation is anchored to the KERI Key Event Log. The history of who did what is tamper-evident and verifiable by you or any third party at any time.
dip event
Agent Delegation
When the conductor activates an agent, they issue a KERI delegated inception (dip) event — cryptographically bounding the agent's authority to specific tasks and a specific time window.
One conductor per area

Conductors map to Areas of Focus

Each of the 8 Areas of Focus has a dedicated conductor who dedicates approximately 70% of their energy to that area, with 30% supporting adjacent areas as needed.

CONDUCTOR ROLE
Direction Conductor
Leads strategy and governance engagements
Strategy Synthesis AgentGovernance AnalystRegulatory Mapper
CONDUCTOR ROLE
Protocols Conductor
Leads technology and identity architecture
Architecture AnalyserKERI SpecialistAPI Designer
CONDUCTOR ROLE
Accountability Conductor
Leads risk, compliance, and audit programs
Risk Register AgentCompliance AgentAudit Analyst
CONDUCTOR ROLE
Organisational Conductor
Leads people, structure, and change programs
Org Design AgentCulture AnalystChange Tracker
Infrastructure

Every engagement is cryptographically evidenced

KERI Identity
Every conductor and agent holds a self-certifying KERI AID — no central authority.
ACDC Credentials
Agent authorities issued as scoped, time-limited credentials chained to your engagement.
Immutable Audit Trail
Every action anchored via KERI interaction events — tamper-evident by architecture.
Human Accountability
A named conductor holds the authority credential and is personally accountable for outcomes.