Requests
128,400
Berkshire Hathaway Inc. OS
What are we working on?
Build governed apps, documents, and workflows with your organization's context.
Starter workspaces
Operating Company PortfolioReview permission-scoped updates, capital requests, and material exceptions without centralizing subsidiary operations.
Live App
Technology & Capital ReviewDraft a decision brief for shared technology capabilities while preserving operating-company autonomy.
Document
Federated AI & Cyber ReviewCompare subsidiary-owned opportunities and risks through common evaluation, access, and cost controls.
Slide Deck
Illustrative prototype. Uses public company context and simulated data; no connection to Berkshire Hathaway Inc. systems.
Build an operating-company portfolio view that preserves subsidiary ownership. Surface submitted updates, capital reviews, and material exceptions for GEICO, CORT, BNSF, and Berkshire Hathaway Energy.
AI
I start with no access. I'll request only the evidence needed for this workspace.
Gatekeeper: Operating Company Reporting
Read-only access to simulated submissions, exception summaries, and decision records. Each business retains ownership of its source systems and operations.
Read-only access to simulated submissions, exception summaries, and decision records. Each business retains ownership of its source systems and operations.
Approve read-only access.
AI
Executed deterministic query
const updates = await env.OPERATING_COMPANIES.listUpdates({
scope: ["GEICO", "CORT", "BNSF", "BHE"], status: "submitted"
});
const exceptions = await env.PORTFOLIO_RISK.listMaterialExceptions();
app.render(PortfolioView, { updates, exceptions });
The portfolio view is ready. It centralizes visibility and decisions, not operating control.Create a technology and capital review for shared identity, AI governance, and resilience capabilities. Preserve decentralized accountability and make every adoption decision opt-in and measurable.
AI
I'll use curated company context and request only the resources needed for this workspace.
Gatekeeper: Capital Proposals + Decision Records
Read-only access to simulated proposal metadata, submitted benefits, dependencies, and prior decisions. No operating-company production data is exposed.
Read-only access to simulated proposal metadata, submitted benefits, dependencies, and prior decisions. No operating-company production data is exposed.
AI
The brief separates shared leverage from local execution and assigns every decision to a human owner.
Create an executive review of subsidiary-owned AI opportunities and federated cyber controls. Include GEICO claims assistance, CORT inventory planning, and cross-company evidence exchange without pooling raw data.
AI
I'll use curated company context and request only the resources needed for this workspace.
Gatekeeper: Model Registry + Federated Risk
Read-only access to simulated use-case metadata, evaluation summaries, control attestations, and aggregate spend. Raw subsidiary data remains isolated.
Read-only access to simulated use-case metadata, evaluation summaries, control attestations, and aggregate spend. Raw subsidiary data remains isolated.
AI
Executed deterministic query
const portfolio = await env.MODEL_REGISTRY.list({
ownership: "operating-company", include: ["evals", "risk-tier"]
});
const attestations = await env.FEDERATED_RISK.getSummaries();
deck.render(FederatedReview, { portfolio, attestations });
The review is ready. Each candidate remains owned by its operating company and gated by human approval.Operating Company Portfolio
Illustrative data. This view does not represent Berkshire Hathaway reporting, performance, or internal systems.
14
Updates submitted
3
Material exceptions
5
Capital reviews
2
Human decisions
Attention queue
Review: CORT distribution systems modernization proposal awaits a corporate decision.
Monitor: GEICO claims-service resilience update includes a subsidiary-owned remediation milestone.
Illustrative submitted readiness
GEICO
94%
Submitted
CORT
86%
Monitor
BNSF
82%
Submitted
Berkshire Hathaway Energy
74%
Review
Policy follows the data. Sharing this app re-checks the viewer against every observed resource.
Illustrative policy trace
| Step | Enforced policy | Status |
|---|---|---|
| Request resource | Starts with no access; request is limited to Operating Company Reporting | Approved read-only |
| Run deterministic query | Typed capability; credential remains isolated | Logged |
| Render app | Observed resources stay attached to the output | Bound |
| Share | Viewer permissions are checked at open time | Human controlled |
Gatekeeper: Operating Company Reporting
Read-only access to simulated submissions, exception summaries, and decision records. Each business retains ownership of its source systems and operations.
Read-only access to simulated submissions, exception summaries, and decision records. Each business retains ownership of its source systems and operations.
Resource boundaries
No access by defaultThe workspace requests only the capability needed for this job.
Credential isolationGenerated code receives a typed binding, never an API key.
Human-owned actionsExternal, destructive, or consequential actions remain approval-gated.
Technology & Capital Review
Illustrative planning artifact. Based on Berkshire Hathaway's public decentralized operating model, not internal plans.
Berkshire Hathaway - Technology & Capital Review
Purpose
Evaluate shared technology capabilities where scale can help, without replacing operating-company accountability, systems, or investment judgment.
Jobs to be done
| Priority | Journey moment | Required review |
|---|---|---|
| Identity and access baseline | Operating-company opt-in | Subsidiary + corporate review |
| AI Gateway and model controls | Shared service blueprint | Technology + risk review |
| Resilience evidence exchange | Exception-based reporting | Governance review |
Operating principles
- Start with a measurable job to be done, not a new tool.
- Use curated company context before model knowledge.
- The human owner remains accountable for every output.
- An agent never receives more permission than the person using it.
Gatekeepers hold credentials, scope every resource, and preserve the observation trail when work is shared.
Delivery sequence
Discover: Collect voluntary operating-company requirements and current controls.
Prove: Pilot with isolated data, explicit success measures, and local ownership.
Decide: Record the capital decision, guardrails, owner, and review date.
Control alignment
Source permissions, subsidiary data boundaries, decision history, financial controls, and human approval are treated as design inputs.
Public sources only. These links informed the illustrative workspace; no company systems or private data are connected.
Workspace sources
Draft a decision brief for shared technology capabilities while preserving operating-company autonomy.
Gatekeeper: Capital Proposals + Decision Records
Read-only access to simulated proposal metadata, submitted benefits, dependencies, and prior decisions. No operating-company production data is exposed.
Read-only access to simulated proposal metadata, submitted benefits, dependencies, and prior decisions. No operating-company production data is exposed.
Resource boundaries
No access by defaultThe workspace requests only the capability needed for this job.
Credential isolationGenerated code receives a typed binding, never an API key.
Human-owned actionsExternal, destructive, or consequential actions remain approval-gated.
Federated AI & Cyber Review
Public sources only. These links informed the illustrative workspace; no company systems or private data are connected.
Workspace sources
Compare subsidiary-owned opportunities and risks through common evaluation, access, and cost controls.
Gatekeeper: Model Registry + Federated Risk
Read-only access to simulated use-case metadata, evaluation summaries, control attestations, and aggregate spend. Raw subsidiary data remains isolated.
Read-only access to simulated use-case metadata, evaluation summaries, control attestations, and aggregate spend. Raw subsidiary data remains isolated.
Resource boundaries
No access by defaultThe workspace requests only the capability needed for this job.
Credential isolationGenerated code receives a typed binding, never an API key.
Human-owned actionsExternal, destructive, or consequential actions remain approval-gated.
Integrations
Organization-wide connections for Berkshire Hathaway Inc. OS. Gatekeepers hold credentials, scope resources, and log each action.
Prototype catalog. Connections and authorization states are simulated.
Gatekeepers
Productivity suite
Mail, calendar, documents, spreadsheets, and files
Collaboration
Chat, channels, meetings, and workflow notifications
Project tracking
Programs, epics, issues, sprints, and delivery status
Knowledge base
Policies, procedures, standards, and team documentation
Service management
IT tickets, incidents, change requests, and asset data
HRIS
Employee directory, organization, benefits, and lifecycle workflows
ERP & procurement
Finance, planning, purchasing, supply chain, and billing
CRM
Customer, account, partner, and service relationship data
Code platform
Repositories, reviews, issues, and engineering standards
Data platform
Governed warehouse, catalog, analytics, and reporting
Security operations
Alerts, cases, exposure, audit, and control evidence
Business intelligence
Dashboards, semantic models, and executive reporting
MCP Server Portals
Illustrative remote services available to authorized workspaces.
Security Operations
https://security.mcp.demo.example/mcp
Auto
Enterprise Data Catalog
https://data.mcp.demo.example/mcp
Needs auth
Finance & Procurement
https://finance.mcp.demo.example/mcp
Auto
People Directory
https://people.mcp.demo.example/mcp
Needs auth
Cloudflare API
https://cloudflare.mcp.demo.example/mcp
Auto
Organization Context
Shared, curated knowledge that grounds every Berkshire Hathaway Inc. OS workspace. Context is versioned and read-only to agents.
Public operating context: berkshirehathaway.com · Internal-looking documents below are illustrative.
company-strategy.md
Mission, operating model, annual priorities, and outcome definitions
brand-and-communications.md
Terminology, voice, accessibility, and approved communication patterns
security-standards.md
Identity, data protection, secure development, and incident requirements
responsible-ai-standard.md
AI risk tiers, evaluations, human oversight, and acceptable use
data-classification.md
Data categories, handling rules, retention, and sharing restrictions
architecture-principles.md
Technology standards, decision records, review criteria, and ownership
vendor-risk.md
Due diligence, contract controls, monitoring, and exit requirements
customer-experience.md
Journey definitions, service standards, and quality measures
operations-playbook.md
Service ownership, runbooks, escalation, continuity, and recovery
finance-controls.md
Planning, purchasing, expense, audit, and reporting procedures
people-policies.md
Hiring, onboarding, performance, leave, and workplace guidance
legal-and-compliance.md
Review paths, records, privacy, accessibility, and regulatory obligations
Skills
Reusable workflows for every function. The human requester owns the result.
| Name | Description | Group | Source |
|---|---|---|---|
| meeting-prep | Build an agenda and briefing from authorized calendar, CRM, and document context | General | Shared library |
| weekly-operating-review | Create a cross-functional summary with decisions, owners, and open risks | General | Shared library |
| incident-response | Assemble evidence, draft updates, and preserve human approval for containment | Security | Shared library |
| vendor-risk-review | Compare due-diligence evidence with security and privacy standards | Security | Shared library |
| control-evidence-pack | Map authorized evidence to control requirements and identify gaps | Security | Shared library |
| architecture-review | Review a proposal against architecture principles and decision criteria | IT & Architecture | Shared library |
| change-impact | Map dependencies, affected services, stakeholders, and rollback requirements | IT & Architecture | Shared library |
| service-health-review | Summarize service levels, incidents, changes, and capacity risks | Operations | Shared library |
| runbook-builder | Turn a procedure into a deterministic workflow with approval gates | Operations | Shared library |
| ai-model-review | Summarize ownership, evaluations, drift, risk tier, and release readiness | Data & AI | Shared library |
| data-quality-report | Assess freshness, completeness, lineage, and policy compliance | Data & AI | Shared library |
| budget-variance | Compare actuals with plan and draft a finance-reviewed variance narrative | Finance | Shared library |
| procurement-brief | Summarize requirements, alternatives, risk, and approval status | Finance | Shared library |
| job-description | Draft an accessible role description from approved job architecture | HR | Shared library |
| onboarding-plan | Create a role-based onboarding plan without expanding system permissions | HR | Shared library |
| contract-intake | Extract terms, route issues, and prepare a legal review checklist | Legal | Shared library |
| privacy-assessment | Map a proposed workflow to data categories and privacy obligations | Legal | Shared library |
| account-brief | Create a customer briefing from authorized CRM and public information | Sales | Shared library |
| proposal-draft | Build a first draft using approved claims, pricing, and brand context | Sales | Shared library |
| executive-update | Turn project evidence into a concise decision-oriented update | General | Shared library |
Profile
Illustrative account information for this public prototype.
Account
Demo User
No personal information is stored
Display name
Demo User
User ID
demo.user@example.com
AI Gateway
Illustrative demo data. Visibility and controls across every AI provider Berkshire Hathaway Inc. uses — one console.
Tokens
342M
Est. spend
$9,120
Cache-hit
27%
Error rate
0.6%
p50 latency
480 ms
Models in Use
This month| Model | Route | Tokens | Spend | Share | p50 latency |
|---|---|---|---|---|---|
| Llama 3.3 70B | Workers AI | 156M | $2,140 | 310 ms | |
| Claude | via AI Gateway | 98M | $3,980 | 720 ms | |
| GPT-4o | via AI Gateway | 61M | $2,510 | 640 ms | |
| Workers AI embeddings (bge) | Workers AI | 27M | $190 | 40 ms |
Spend vs. Budget
9 days remaining$9,120spent of $12,000 cap
76%
On track · ~$2,880 left with 9 days
Top Users
Demo User 0142M tok $1,180
Demo User 0231M tok $960
Demo User 0328M tok $840
Demo User 0422M tok $610
Usage by Workspace / Team
342M tokens totalAI Enablement
121M tokens · $3,240
Platform Engineering
89M tokens · $2,460
Customer Experience
62M tokens · $1,510
Enterprise Operations
41M tokens · $1,020
Security & Compliance
29M tokens · $890
Governance
Guardrails enforced by Gatekeepers + AI Gateway, with resource-scoped access, audit trails, and human approval.
Per-team allowed models
Restrict which providers each workspace can call.
Monthly spend caps
Hard limits per team; agents stop before overrun.
Data & AI $4,000Platform $3,000
PII redaction
Strip sensitive fields from prompts before they leave.
Enabled
Prompt / response logging
Full request logs retained for audit & review.
Enabled · 90-day retention
Rate limits
Per-team request ceilings to protect budgets.
600 req / min|burst 1,000
Raise Data & AI cap to $6,000
Change queued by an agent — needs a human sign-off.
Requires approval