Master Generalist · The workforce of workforces

Your firm, orchestrated.

The brain that uses its body. When the instruction touches three or more departments — a project audit, a steering brief, a 360° health report, a portfolio decision — the Generalist takes point. Decomposes. Dispatches Masters in parallel. Consolidates. You validate.

A managing partner's office: cross-functional brief on the left, Vonbuild's 5-master orchestration on the right

Left — the steering deck assembled by hand · Right — the 5 Masters Vonbuild orchestrates in parallel

Who Master Generalist serves

Not just leadership.

Anyone who issues a multi-department instruction. Owner reps deciding go/no-go. Project directors briefing the steering committee. Architects orchestrating a competition. In-house counsel preparing a litigation. Four roles converge.
Marketplace · Generalist extensions

Six cross-dept patterns your firm builds.

Generalist extensions span departments. Where single-dept extensions act inside one factory, these orchestrate multiple factories simultaneously. The six below are examples — your library grows from your protocols. DSI keeps the governance gate.
Workflow
3 days → 20 min
EXT-GEN-01

Build the cross-dept impact note

The signature workflow below. Any event affecting 3+ departments — variant, change order, claim, audit — consolidated into one note.
Workflow
2 wk → 2 days
EXT-GEN-02

Run the 360° project setup

From signed contract: builds the project knowledge graph, generates the roadmap, sets up Master assignments, primes extensions per dept.
Agent
always-on
EXT-GEN-03

Multi-program portfolio sentinel

Cross-dept sentinel within one project today — surfaces conflicts across all 5 Masters (Engineering risk vs Legal claim, Sales commitment vs Operations snag). Portfolio-wide version (8–15 projects, recurring vendor issues, systemic delay, budget drift) = roadmap.
Process
monthly
EXT-GEN-04

Steering committee briefing

Your monthly health-report protocol, encoded. Per-project today — pulls every Master's data on one project, reconciles, formats to your steering template. Multi-project portfolio brief = roadmap.
Knowledge pack
always-loaded
EXT-GEN-05

Project archetype library

Typology-specific archetypes — high-rise residential, hospital, infrastructure, heritage retrofit. Built and curated by your firm. New projects start from the matching archetype with Master configurations preset.
Workflow
1 mo → 3 days
EXT-GEN-06

Run the forensic post-mortem

Cross-dept retrospective. What did Engineering miss, what did Legal under-redline, what did Procurement overpay, what did Sales under-price.
Inside the app · Marketplace

Where cross-dept patterns live.

Steering-deck protocols, 360° project-setup workflows, cross-dept post-mortems, archetype libraries — Generalist extensions span departments, orchestrating multiple factories simultaneously. DSI-gated, versioned, firm-wide.

Extensions

Context
vonbuild·Org=design_officeFunc=engineering
Filters
Organisation:design_office×Function:engineering×Disable auto-filters
+ Filter
Clear all
Plugins9— groups skills + agents + commands
Legal & Contractspluginvonbuild

Construction contract analysis, claims management and legal risk assessment

7 / 26 workspaces· Legal
1 skill
Estimation & Costingpluginvonbuild

Construction estimation — DPGF/DQE/BOQ analysis, quantity validation and unit price comparison

Active everywhere· Sales
2 skill
Site Operationspluginvonbuild

Site supervision, defect tracking, daily reports and works acceptance

7 / 26 workspaces· Ops
1 skill
Planning & Orchestrationpluginvonbuild

Multi-agent orchestration — workspace scan, document classification and execution roadmap generation

10 / 26 workspaces· Plan
1 agent
Procurement & Subcontractingpluginvonbuild

Supplier management, invoice verification, subcontract tracking

3 / 26 workspaces· Proc
1 skill
Technical Directionpluginvonbuild

Technical feasibility, pre-construction studies, engineering review (Eurocode / DTU / SIA)

3 / 26 workspaces· Tech
1 skill
Skills7— not attached to a plugin
DTU StandardsskillvonbuildFR

DTU pitfalls — installation errors causing non-conformities and insurance claims.

9 / 26 workspaces
SIA StandardsskillvonbuildCH

SIA standards — Swiss federation of engineers and architects technical norms

5 / 26 workspaces
FIDIC Contractsskillvonbuild

Standard FIDIC contracts — Red, Yellow, Silver books for international construction

5 / 26 workspaces
CCAG TravauxskillvonbuildFR

CCAG general administrative clauses for public works in France

5 / 26 workspaces
MCP3
Revit 2027mcptenant

Autodesk Revit 2027 — BIM model querying, family extraction, clash detection via Computer Use.

0 / 26 workspaces
ERP 2027mcptenant

Sage / Cegid ERP 2027 — purchase orders, supplier ledgers, situation reports.

Active everywhere
HubSpotmcptenant

HubSpot CRM — deals, contacts, pipeline sync for the Sales tower.

0 / 26 workspaces
One pattern · The cross-department impact note

Build a cross-department impact note.

One pattern, many deliverables. Impact note today. Project setup next. Steering brief next month. Post-mortem next quarter. Same workflow: decompose, dispatch in parallel, reconcile, consolidate.
generalist-orchestration.workflow5 Masters · ~1,800 sub-workers · RUNNING
01Brief decomposition
Identifies which departments must respond, in what order, with what dependencies. Maps the consolidation criteria.
02Master dispatch
Calls Engineering, Legal, Procurement, Sales, Operations in parallel-spawn mode. Each receives its scoped sub-brief.
03Master execution
Each Master spawns its Workers and runs. The cascade is visible in the conversation graph — every sub-worker traceable to its Master.
04Reconciliation
Per-Master findings cross-referenced. Conflicts surfaced (Engineering says X; Procurement says Y). Confidentiality boundaries preserved.
05Consolidated note
Single deliverable threading every Master's contribution. One-click validation surface. Each section traceable to its source Master.
Consolidated output · 20 minutes end-to-end
Cross-dept impact note · 5 Masters' findings reconciled · 4 conflicts surfaced and resolved · 1 consolidated deliverable · per-section Master attribution. Decision-ready.
20 min
vs. 3 days senior
5
Masters orchestrated
~1,800
Sub-workers spawned
1
Consolidated note
Time stats are illustrative — industry benchmarks (Monograph 2025, Part3 2025) compressed by the workforce model. Not measured Vonbuild outcomes per project.
Live process · Cascade

One signal. Five masters. One decision.

From a single revised drawing on OneDrive to a fully reconciled, evidence-backed decision in your hands. Three minutes. Zero meetings.

Signal

14:32 — a revised structural drawing lands in OneDrive.

The structural engineer uploads rev 3.2 of the plan for beam P-12. The section changed from B22 to B25. Nobody emails you. Nobody schedules a meeting. The system detects the event and wakes up.

Source: OneDrive · rev_3.2_structure_beam-P12.pdf
Routing

The system reads the drawing. Identifies 5 impacts. Dispatches.

The plan change affects structural loads, cost estimation, material procurement, contract eligibility, and project planning. Each department receives its specific sub-task — automatically. No human decided who should work on what. No email chain. 312 milliseconds.

5 departments activated · 312 ms · 0 human input
5 departments. In parallel.

Each one produces a concrete deliverable.

Sales recalculates the bill of quantities. Operations updates the Gantt and finds the slip. Procurement flags the steel order to re-consult. Engineering runs the EC3 verification inside Robot. Legal checks amendment eligibility and drafts the notification letter. Five outputs. Three minutes. All sourced.

MASTER
Sales
+€48K
DPGF delta — gros œuvre +€12.4K, fondations +€3.8K
dpgf-delta-rev3.xlsx
MASTER
Operations
+11 days
Critical-path tasks T-12 (formwork) and T-15 (pour) impacted
planning-rev3-delta.gantt
MASTER
Procurement
Reorder
PO-23-447 — S355 steel lot LV-3, 3 suppliers to reconsult
procurement-impact-rev3.md
MASTER
Engineering
EC3 ✓
Beam P-12 section B25 verified, utilization 68%
calc-poutre-P12.report.pdf
MASTER
Legal
VC-024
Variation eligible — CCAP Art 9.2, notification by May 19
avenant-rev3-draft.docx
5 deliverables produced · all traceable · all sourced
Convergence

5 analyses. One impact note. Ready to validate.

The outputs converge into a single cross-domain impact note: +18% structural loads on foundation FF-3 · +€48,300 total (gros œuvre + fondations) · Amendment eligible under CCAP Art 9.2 — 15-day notification window · +11 working days on critical path · Steel lot LV-3 must be reordered. Every line is sourced. Every document is linked. Every number is traceable to the agent that produced it and the tool that computed it.

1 consolidated impact note · 5 evidence chains
Validation

You open your laptop. The analysis is already done.

Three minutes after the drawing landed in OneDrive, the complete cross-domain impact note is waiting for you. Engineering verified. Cost recalculated. Contract eligibility checked. Planning updated. Notification letter drafted. You read the summary. Check the evidence links. Click Approve. The notification letter goes out. The timeline logs the decision. The procurement agent starts the reorder process.

3 minutes · signal to decision · 45 seconds of human time
7 days later. No human involved.

Tuesday, May 13. You forgot about this. The system didn't.

During the original analysis, the Sales department noticed the subcontractor had not acknowledged the variation claim. It scheduled a follow-up: check acknowledgement in 7 days. Seven days pass. You are on a different project, a different floor, a different problem. At 09:00 on May 13, the system wakes itself up. It checks whether an acknowledgement email has arrived. It has not. The agent drafts a follow-up letter, attaches the original claim reference, and submits it for your approval. You did not set a reminder. You did not write a post-it. The system remembered because that is what it does.

T+3minT+7 DAYS LATER · auto-fired
Auto-fired · T+7 days · 0 human reminders · 0 missed deadlines
Specialization · The corpus

Built for orchestration across the firm.

Pre-trained on the cross-department frameworks your project leadership operates under, with patterns for polycentric coordination.
Cross-dept frameworks
PMBOK Integration MgmtISO 21502 IntegrationStage-GateAACE TCM 1AIPMA ICB4Lean constructionLast Planner SystemIPD (Integrated Project Delivery)BIM Level 3 (ISO 19650)Multi-program governancePortfolio matrix
Orchestration patterns
Decompose / dispatch / consolidatePolycentric coordinationCascade orchestrationConflict reconciliationStakeholder mappingRACI escalationCross-dept dependency graphCritical-chain orchestrationConfidentiality-preserving mergeAudit-trail consolidation
A week with Master Generalist

What changes for a project director.

Steering committee Wednesday. Master Generalist runs continuously. Wednesday 7am: consolidated deck on your screen — every Master's data, time-stamped, reconciled, conflicts surfaced. You walk in 11am with the most current picture in the room.
Input · Wednesday brief
Steering committee in 4 hours
12 projects · 5 departments to reconcile
Output · 7am
Consolidated steering deck. Cross-department conflicts surfaced. Every data point time-stamped and reconciled.
Input · Project health audit
360° view requested by board
Legal · Tech · Procurement · Sales · Ops
Output · 1 day
All 5 Masters dispatched in parallel. Cross-functional risks ranked. Action items per department.
Input · Portfolio decision
Go/no-go on 3 opportunities
Risk · capacity · fit · cash impact
Output · 6 hours
Decision pack per opportunity. Cross-master risk matrix. Recommended sequence. Validation modal.
The brain that uses its body. When the question is cross-cutting, the Generalist takes point.
Always on · Always aware

The portfolio remembers itself.

Every signal across every Master. Every cross-dept connection. Every conflict before it becomes a meeting. Captured. Reconciled. Indexed for the steering brief on the 1st.
Project-centric agents today · firm-aware on non-sensitive · company-wide always-on agents = roadmap
47 documents indexed
Ingestion processing 47 documents
Automatic capture

You don't upload. It sees.

Every Master's outputs. Every cross-dept signal on the project. Every steering input. Captured the instant it lands across all 5 factories. The project memory grows itself; firm-aware on non-sensitive history.
Hidden connections

Conflicts you can't see, surfaced.

Engineering's risk register vs Legal's claims register. Operations' open snags vs Sales' handover commitments. Procurement's overbilling pattern vs the Sales pricing assumption. The system sees the gaps before they become a meeting.
Team-shared

Every Master's findings, reconciled.

Engineering sees what Procurement flagged. Legal sees what Operations recorded. Sales sees what Engineering verified. Project director sees the reconciled view. Same portfolio memory, different access.
Steering-ready

The deck is built before the steering.

Wednesday 7am, the portfolio brief is there. Every Master's data, time-stamped on the morning of. Conflicts surfaced. Decisions framed. Nothing to assemble. Pressure-test the harder questions, walk in prepared.
Working into the future · Self-scheduling
Visible in your Outlook · calendar "Vonbuild"

Schedule any task — once or recurring.

The same modal your project director uses to schedule the next steering deck is the engine the Generalist uses to schedule its own cross-dept sweeps — autonomously, no prompt needed. Both surface in the same Outlook "Vonbuild" calendar.
Option A · One-time
Option B · Recurring
Live demo · Cross-dept orchestration

It calls the Masters. They return. It consolidates.

The orchestration view shows every Master being called, every sub-worker spawned, every reconciliation step. Full cascade traceability — auditable, exportable, reproducible.
app.vonbuild.com/orchestrator/portfolio-2026-q2/consolidated-view
5 Masters · running
Masters dispatched
Engineering · 312 workers ✓
Legal · 87 workers ✓
Procurement · 1,247 / 1,247
Sales · 24 workers ✓
Operations · 177 workers ✓
Generalist action — cross_dept_reconciliation
Reconciling Engineering risk register against Legal claims register — 4 cross-references found
elapsed 16:41 · est. remaining 02:33
Conflicts surfaced for human review
ALD-TWRENG: punching shear concern · LEG: no claim raised → flag for design review
CRX-SNAGOPS: 78 open snags · SLS: handover bid won on zero-snag → escalate
HTH-T6PRC: ConcreteCorp 3.7% overbill · LEG: contract limits dispute → quantify recovery
GNA-ARBENG model + LEG chronology aligned · ready for arbitration
Operates across your full enterprise stack
Microsoft 365SharePointPower BIProject OnlineSalesforceCustom MCP
Enterprise tier supports custom MCP connectors for your in-house systems (SAP, Navision, BIM 360).
Live demo · Portfolio graph

Every Master, every project, one shared graph.

Engineering's risk register, Legal's claims, Operations' snags, Sales' commitments — reconciled and time-stamped. The view your steering committee actually needs, on the morning of.

3 contributors · 3 SharePoint departments · 1 shared project graph

Each user uploads their own folder. The Vonbuild knowledge graph stitches everything together — automatically, with cognitive confidentiality.
Mechanism · How it works

One instruction. 5 Masters. One consolidated note.

01
Decompose
Identifies which departments must respond, in what order, with what dependencies.
02
Dispatch Masters
Dispatches Engineering, Legal, Procurement, Sales, Operations in parallel — each runs as a peer department, spawning its own Workers within.
03
Load cross-dept extensions
Marketplace extensions run that span departments — reconciliation engine, conflict surfacing, confidentiality-preserving merge.
04
Consolidate
Each Master's output threaded into one coherent deliverable. Conflicts surfaced. Single one-click validation surface for the human.
Master Generalist is the workforce of workforces — the brain that uses its body. Where each Department Master spawns Workers within its own factory, the Generalist orchestrates the factories themselves — dispatching peer Masters in parallel. The execution chain stays 2 levels deep by design: Masters at L1, Workers at L2. The Generalist does not spawn deeper; it spawns wider.
Four routes. One promise — across every Master.

How the work gets done, under every Master the Generalist calls.

Every Master the Generalist dispatches works through these four routes. Whatever produces a real, verifiable result, ships. If a Master can't deliver, it tells the Generalist why — and the Generalist surfaces the gap on your final note, with the reason. No made-up numbers, no quiet skips.
01
A tool that already exists

Reach for what's on the shelf.

Your firm has built this workflow before. Or Vonbuild ships it out of the box. The agent picks the right one and runs it — like your engineer reaching for a checklist they trust.
02
A tool the agent builds

Make the missing one.

Need a calculation nobody's done in your firm yet? Hand the agent the norm — EN 13474 for glazing, Eurocode 2 punching shear, RT2020 thermal. It builds the calculator, checks it against known cases, runs your project. Next project, that calculator's already in your firm's library.
03
A tool that talks back

Connect straight through.

Some of your software — Revit, a growing list of cloud tools — lets the agent connect directly, without going through screens. No clicking, no waiting. The cleanest route when it's available.
04
A tool the agent uses like you would

Click through, like an engineer would.

Everything else — Robot, ETABS, Coupa, Procore, your supplier portals. The agent logs in with your licence and works the interface exactly as your engineer or QS would. Same software, same result, same paper trail. None of your hours.
Or — you hear back, with the reason
No made-up numbers
When none of the four routes works, the agent tells you what it tried, where it stopped, and what would unblock it. It does not invent a number to fill the gap. The output on your screen is always a real result from a real tool — or there's no output.
Polycentric model

Always orchestrates. Never operates alone.

Always orchestrates (multi-Master events)
  • Cross-dept impact note
    Any event affecting 3+ Masters — variant, change order, claim, audit.
  • New-project 360° setup
    From signed contract through Master configuration and Marketplace priming.
  • Steering committee brief
    Monthly portfolio health, every Master's data reconciled and time-stamped.
  • Forensic project post-mortem
    Cross-dept retrospective after Practical Completion or claim settlement.
Always dispatches these Masters as peer departments
  • Master Engineering
    Parallel-spawn · service-call · or full-handover mode. Technical verification, calc notes, FE-model checks.
  • Master Legal
    Parallel-spawn · service-call · or full-handover mode. Contractual entitlement, claim defence, deadline patrol.
  • Master Procurement
    Parallel-spawn · service-call · or full-handover mode. Supplier validation, invoice batches, category strategy.
  • Master Sales
    Parallel-spawn · service-call · or full-handover mode. RFP responses, win plan, pricing intelligence.
  • Master Operations
    Parallel-spawn · service-call · or full-handover mode. Schedule impact, site coordination, recovery planning.
What this workforce guarantees

What is the deployment model, how does it inherit our existing identity governance, and where does our data live?

The Generalist is where these questions matter most — it touches every department's data. Tenant-resident execution. Identity inheritance. Deployment options that match your CIO's posture. Audit trails that survive your next vendor review.
Tenant-resident execution
Runs inside your Microsoft 365 or Google Workspace. Data never leaves your tenant. No external data plane to audit.
Identity inheritance
Your SSO, conditional access, DLP boundary, retention policies — inherited day one. No new identity governance to validate.
Deployment flexibility
SaaS / hybrid / on-prem with Bring Your Own LLM at Enterprise tier. Match your firm's existing data-sovereignty posture exactly.
Audit-grade observability
Every Master call, every worker spawn, every approval — logged, hashed, exportable as JSON. Survives your CAIQ / SIG questionnaire.
audit_trail.json
{
"instruction_id": "STR-CMT-2026-Q2",
"instruction": "Portfolio health for Q2 steering committee",
"decomposed_into": 5,
"masters_called": [
  { "master": "engineering", "extension": "EXT-ENG-04", "workers": 312 },
  { "master": "legal", "extension": "EXT-LEG-02", "workers": 87 },
  { "master": "procurement", "extension": "EXT-PRC-02", "workers": 1247 },
  { "master": "sales", "extension": "EXT-SLS-06", "workers": 24 },
  { "master": "operations", "extension": "EXT-OPS-05", "workers": 177 }
],
"total_sub_workers": 1847,
"execution_time_seconds": 1184,
"consolidated_output": "portfolio_health_2026-q2.pdf",
"tenant": "firm.onmicrosoft.com",
"identity_inheritance": "M365_OAuth_passthrough",
"data_residency": "EU-West-3 (your tenant region)"
}
Live demo · Cascade trace

5 Masters dispatched. 1,847 sub-workers. One auditable cascade.

The Generalist's instruction graph stays 2 levels deep: peer Masters at L1, workers at L2. Every dispatch logged, every reconciliation traced, exportable as JSON. Survives your next CAIQ / SIG vendor questionnaire.
Conversation graph
Tick conversations to spawn or merge them.
0 selected
Merge 0 conversations
Into tower
Master
Legal
Sales
Technical
Operations
Procurement
Cancel
Live demo · Bring your own LLM

Your model. Your governance.

Claude, GPT, Gemini, or your own self-hosted model — per-task routing. Enterprise tier supports on-prem deployment with bring-your-own-key. Your CISO's existing approvals carry over. No new model vetting cycle to clear.
Governance

Your governance perimeter inherits, end-to-end.

Tenant-resident execution. Identity inheritance from your existing IdP. Deployment options including on-prem with bring-your-own-LLM at Enterprise tier. Project-scope extensions need DSI approval before tenant-wide promotion. The vendor questionnaire is shorter because the answers reduce to: your tenant, your identity, your data plane.

Full security and governance architecture →

Start with your next steering committee.

The portfolio brief you assemble by hand every month. The consolidation that arrives stale. That's where it earns it.