Workforce OS for AI Agents

The operating layer
for AI agents.

Identity, lifecycle, compliance, and reputation — for every agent you run.

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Core Thesis

Agents have roles, managers, delegated authority, and organisational relationships. The right model is workforce management. We are building the operating layer for organisations deploying agents at scale: a registry, lifecycle engine, compliance record, and reputation system — for every agent, and for every engineer who runs them.

01 The Problem

The Wrong Mental Model

Agents are not servers.

AI agent management tools are being built by infrastructure engineers. Their frame: agents are software assets. Apply IT asset management — inventory, patch, monitor, deprecate. A server does not make decisions. An agent does.

The Compliance Gap

No system of record exists.

No agreed way to evidence AI agent governance in a SOC2 or ISO27001 audit. No lifecycle engine. No model for agent-to-agent trust. Cost attribution is opaque. Incident response is ad hoc. DD questionnaires about AI usage cannot be answered.

Asset Framing — Current Worker Framing — Ours
InventoryIdentity with organisational context
Access controlDelegated authority with scope limits
MonitoringPerformance management against business outcomes
DeprovisioningOffboarding with full downstream propagation
Cost trackingCost attribution by owner, team, and workflow
Compliance imposed on engineersReputation earned by engineers
02 The Solution
Layer 01

Govern

Identity, lifecycle, delegated authority, and cost attribution for every agent your organisation runs.

  • Agent registry with organisational hierarchy and manager assignment
  • Delegated authority scopes: explicit allow, deny-all by default
  • Revocation with propagation to all connected systems
  • Lifecycle engine: onboarding, ownership transfer, offboarding
  • Version control with approval workflows on config changes
Layer 02

Protect

Immutable audit trails, incident response, and compliance evidence built for enterprise due diligence.

  • Immutable audit trail: actions, tools accessed, data touched, outputs produced
  • Cost attribution per agent, owner, department, and workflow
  • Incident detection, containment, and remediation workflows
  • Vanta and Drata integration — SOC2 evidence on day one
  • Export to vanta direct from agent detail view
Layer 03

Recognise

A governance score and certification system that makes running agents well a professional credential.

  • Score components: registration quality, incident resolution, cost efficiency, permission discipline, version control
  • Tiered certification: Agent Operator, Agent Lead, Agent Architect
  • Team leaderboard — ranked by governance score across all agents owned
  • Portfolio portable across roles and organisations
  • Slack milestone recognition on certification level-up

Why It Changes Everything

Compliance tools are tolerated.
Tools that make people look good are adopted.

When engineers can point to a governance portfolio in a performance review or job interview, registration accuracy improves, audit trails improve, and the platform spreads through career moves rather than sales cycles. The reputation layer is not a feature — it is the adoption mechanism.

02.5 Product Preview app.elltri.ai

The product runs on a dark canvas with IBM Plex Mono throughout. Status carries colour. Everything else is structural.

5
active
1 inactive
85
avg score
across all agents
$6,190
monthly cost
all departments
4
open incidents
needs attention
ELLTRI
workforce os
directory
org chart
reputation
activity
LD
Lando
agent architect · 12 agents
agent directory
acme-corp · 6 agents registered
cx-triage-v2
Customer Triage
Customer Experience
94
active clean Agent Lead
zendesk salesforce slack
pipeline-intel-01
Revenue Intelligence
Sales
88
active review needed 1 incident
salesforce hubspot linkedin-api
fin-report-wkly
Financial Reporting
Finance
97
active clean Agent Lead
xero snowflake notion
screener-gh-01
Candidate Screening
People & Talent
91
active clean Agent Operator
greenhouse calendly
cicd-watchdog
CI/CD Monitor
Engineering
62
suspended incident open 3 incidents
github pagerduty datadog
l10n-copy-draft
Content Localisation
Marketing
78
onboarding awaiting scope sign-off
contentful deepl-api
activity feed
09:41
cx-triage-v2
resolved 14 tickets · avg 3.2 min handle time
09:28
cicd-watchdog
SUSPENDED — unauthorised write to prod-db attempted
08:55
fin-report-wkly
weekly P&L report generated · posted to notion/finance
08:30
pipeline-intel-01
cost anomaly flagged · 34% above 7-day avg
–1d
l10n-copy-draft
onboarding 60% complete · awaiting scope sign-off
–1d
screener-gh-01
screened 28 applicants · 6 shortlisted

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