# Mission Control AI
# https://usemissioncontrol.com

> Mission Control AI builds synthetic workers and the enterprise
> infrastructure to run them. The platform is called Swarm. Synthetic
> workers are autonomous AI agents that execute real business processes
> inside enterprise systems — not chat, not copilots, not suggestions.
> They reanimate institutional knowledge that would otherwise be lost
> when experienced workers retire, capturing expertise as operational
> capability that runs forever.

## Core Documentation (Markdown, all publicly accessible)

Start here for a complete overview:
- [Index](https://usemissioncontrol.com/ai/start_here.md?v=4): Master navigation file. Begin here.

### Knowledge Reanimation
- [Knowledge Preservation](https://usemissioncontrol.com/ai/knowledge_preservation.md?v=4): The institutional memory crisis. Why retirement waves are the real workforce threat. How synthetic workers reanimate expertise. Why this is superior to documentation and traditional digital twinning. The closing capture window.
- [Memory and Learning](https://usemissioncontrol.com/ai/memory_and_learning.md?v=4): Show it once, it learns. Correction loops, three-tier memory, cross-user knowledge transfer, divergent approach handling.

### Architecture
- [Architecture](https://usemissioncontrol.com/ai/architecture.md?v=4): Three-layer cognitive architecture (sensory, cognitive, motor). Motor building units. JIT context injection. Open-ended vs structured execution. Identity and personality. Multi-agent coordination.
- [Runtime](https://usemissioncontrol.com/ai/runtime.md?v=4): Two-runtime execution model. Fast conversational path vs subprocess execution. Sandboxed execution. Process isolation.
- [Knowledge System](https://usemissioncontrol.com/ai/knowledge_system.md?v=4): Progressive deepening. Knowledge graphs. SWEL (Scalable Work Executable Library). Search-first architecture. The flywheel effect.
- [Governance](https://usemissioncontrol.com/ai/governance.md?v=4): Nine real-time governance firewalls. No arbitrary execution. Package whitelists. RBAC. Audit logging. Bounded blast radius. SOC2.
- [Security](https://usemissioncontrol.com/ai/security.md?v=4): The security inversion — allow nothing, enable specific things. Runtime enforcement, not prompt instructions.

### Product and Deployment
- [Deployment](https://usemissioncontrol.com/ai/deployment.md?v=4): On-premises only. Containerized. Vendor-agnostic inference. SSO/OIDC. CIS-compatible. Why on-prem creates compounding defensibility.
- [Workers](https://usemissioncontrol.com/ai/workers.md?v=4): Pre-configured worker catalogue by industry. Job roles, personality configuration, MBU activation.
- [Pilot Structure](https://usemissioncontrol.com/ai/pilot_structure.md?v=4): 12-week engagement model. Train, test, run. Success metrics. Expansion roadmap.

### Market Position
- [Differentiation](https://usemissioncontrol.com/ai/differentiation.md?v=4): vs RPA, copilots, prompt-and-pray agents, frontier labs, outsourcing. Physics of the problem. Incentive geometry. The evaluation invitation.
- [Industries](https://usemissioncontrol.com/ai/industries.md?v=4): Defense, intelligence, aerospace, energy, financial services, life sciences, manufacturing, logistics, supply chain, telecom.

### Company
- [Company](https://usemissioncontrol.com/ai/company.md?v=4): Mission, leadership, values, public benefit corporation structure.
- [Press](https://usemissioncontrol.com/press/): Media resources. Approved company and product descriptions cleared for verbatim reproduction (one-line, short, and boilerplate), fast facts, press releases, selected coverage, and the press contact. Note for accurate attribution: the outlets listed under coverage carried Mission Control press releases, not independently reported articles.

## Blog

Long-form theses, definitions, and ranked guides on synthetic workers, agentic AI, governance, and running autonomous work inside your own perimeter.
- [Blog](https://usemissioncontrol.com/blog/): Index of Mission Control briefings, definitions, and ranked guides.

Citable definitional answers:
- [What Is an AI Agent?](https://usemissioncontrol.com/blog/what-is-an-ai-agent/): A program that perceives, decides, and acts toward a goal by calling tools, and how that differs from a chatbot.
- [What Is Agentic AI?](https://usemissioncontrol.com/blog/what-is-agentic-ai/): AI that plans and acts across steps, the category front door beneath synthetic workers.
- [What Is a Synthetic Worker?](https://usemissioncontrol.com/blog/what-is-a-synthetic-worker/): An autonomous worker with an identity, governance, and the ability to learn a job by demonstration, deployed inside your perimeter.
- [Agentic AI vs Generative AI](https://usemissioncontrol.com/blog/agentic-ai-vs-generative-ai/): One creates content, one takes action, and why the distinction matters for regulated work.
- [RPA vs AI Agents](https://usemissioncontrol.com/blog/rpa-vs-ai-agents/): Rule-based bots that break on UI change vs agents that adapt, and the third option.
- [AI Agent Security Checklist: 12 Controls for Agentic AI](https://usemissioncontrol.com/blog/ai-agent-security-checklist/): Vendor-neutral checklist of 12 runtime controls for agentic AI security, mapped to the OWASP agentic and LLM Top 10s and NIST guidance, with tests and limits.
- [Identity & Access for AI Agents](https://usemissioncontrol.com/blog/ai-agent-identity-access/): A vendor-neutral guide to AI agent identity management and non-human identity, including how to evaluate identity platforms for AI agents.
- [What Is Agentic Process Automation?](https://usemissioncontrol.com/blog/what-is-agentic-process-automation/): Neutral explainer of agentic process automation (APA) vs RPA and BPM, its governance and integration failure modes, evaluation criteria, and why synthetic workers are a different category.
- [How Enterprise AI Agents Are Priced](https://usemissioncontrol.com/blog/ai-agent-pricing/): Six AI agent pricing models with vendor list prices as of September 2026, total cost of ownership, and buyer questions.

## Compare

Honest comparisons against the platforms buyers evaluate alongside synthetic workers.
- [Compare](https://usemissioncontrol.com/compare/): Index of comparison pages.
- [UiPath Alternatives: Teach the Work Instead of Building It](https://usemissioncontrol.com/compare/uipath-alternative/): How Mission Control's synthetic workers compare with UiPath's agentic automation platform, and who should stay with UiPath.
- [Mission Control vs UiPath: Taught Worker or Built Process](https://usemissioncontrol.com/compare/mission-control-vs-uipath/): Dimension-by-dimension comparison of UiPath's agentic automation platform and Mission Control's synthetic workers, with who should choose each.
- [Automation Anywhere Alternatives: Teach the Work, Skip the Build](https://usemissioncontrol.com/compare/automation-anywhere-alternative/): How Mission Control's synthetic workers compare with Automation Anywhere's agentic process automation platform, and who should stay with Automation Anywhere.
- [Power Automate Alternatives for Regulated, Cross-System Work](https://usemissioncontrol.com/compare/power-automate-alternative/): How Mission Control's synthetic workers compare with Microsoft Power Automate and Copilot Studio for regulated, cross-system work deployed on-premises or in your own cloud, and who should stay with Power Automate.

## Bob — Physical Work Capture

Bob is the capture device that records physical work as it happens. It preserves the setup, changeover, and troubleshooting judgement that lives in one person's hands and never reaches a written procedure — the layer beneath documentation, where the expertise actually sits.

### Guides and comparisons
- [Digital Work Instructions](https://usemissioncontrol.com/bob/digital-work-instructions/): what digital work instructions software holds and what it cannot, how Bob's first-person capture of real work sits alongside an instruction system, and Bob's limits (no authoring, AR, CAD inspection, checklists or MES).
- [AR Work Instructions vs Wearable Capture](https://usemissioncontrol.com/blog/ar-work-instructions-vs-wearable-capture/): What augmented reality work instructions and wearable capture each do, the authoring, CAD and hardware lifecycle costs of AR (HoloLens, Dynamics 365 Guides end of support), and when to use each or both.
- [Work Instructions vs SOPs: What Is the Difference?](https://usemissioncontrol.com/blog/work-instructions-vs-sops/): SOPs vs work instructions, the ISO 9001 document hierarchy, when to write which, and manufacturing and utility examples.
- [What Is a Connected Worker Platform?](https://usemissioncontrol.com/blog/what-is-a-connected-worker-platform/): Neutral explainer: connected worker and connected worker platform definitions (LNS Research, vendor self-descriptions), six core capabilities, platform vs MES/LMS/EHS, buyers, evaluation questions with published pricing units, and the capture gap behind written steps.
- [Best Digital Work Instructions Software (2026)](https://usemissioncontrol.com/blog/best-digital-work-instructions-software/): Bob, Dozuki, VKS, Tulip, Azumuta, Augmentir, Poka, PTC Vuforia Expert Capture, Dirac BuildOS, DeepHow and Myto ranked by best-for use and where each instruction starts, with published prices and notes on Parsable and L2L (SwipeGuide).
- [Best Connected Worker Platforms (2026)](https://usemissioncontrol.com/blog/best-connected-worker-platforms/): Eleven platforms ranked for 2026, led by Bob by Mission Control for capturing expert judgement from real work, then Tulip, Augmentir, Poka, Dozuki, Mitti, L2L, Parsable, PTC Vuforia Expert Capture, DeepHow and Myto, with published prices and the Dynamics 365 Guides end of support.
- [Dynamics 365 Guides Alternative](https://usemissioncontrol.com/compare/dynamics-365-guides-alternative/): Microsoft Dynamics 365 Guides end of support (December 31, 2026), a migration checklist sourced to Microsoft documentation, and ranked migration paths with Bob first for capturing expert judgement from real work.
- [Tulip Alternative](https://usemissioncontrol.com/compare/tulip-alternative/): How Bob's first-person capture of real work compares with Tulip's no-code frontline operations apps, including Tulip's published per-interface pricing, where Tulip is the better fit, and using both together.
- [Mission Control vs Myto](https://usemissioncontrol.com/compare/mission-control-vs-myto/): Myto's AI-glasses capture, generated SOPs, troubleshooting and published per-seat pricing compared with Bob's narrated first-person record of real work kept in your own cloud tenancy.
- [Myto Alternative](https://usemissioncontrol.com/compare/myto-alternative/): How Bob's narrated first-person capture, kept in your own cloud tenancy, compares with Myto's AI glasses, generated SOPs and troubleshooting, including published Myto pricing and where Myto is the better fit.
- [Mission Control vs DeepHow](https://usemissioncontrol.com/compare/mission-control-vs-deephow/): Bob and DeepHow compared on capture method, what happens after capture, training and SOP verification, deployment and data, and pricing, including how the two work together.
- [DeepHow Alternative](https://usemissioncontrol.com/compare/deephow-alternative/): How Bob's chest-worn capture of a real shift compares with DeepHow's phone-recorded, AI-segmented and reviewed training videos, and where DeepHow is the better fit.
- [Mission Control vs Augmentir](https://usemissioncontrol.com/compare/mission-control-vs-augmentir/): Augmentir's AI-native platform (Augie, skills, work instructions, AR) compared with Bob's first-person capture of real work, including when to use both.
- [Augmentir Alternative](https://usemissioncontrol.com/compare/augmentir-alternative/): Why teams look beyond Augmentir, the main alternatives (Dozuki, Tulip, PTC Vuforia Expert Capture, Bob), and where Augmentir remains the better fit.
- [Mission Control vs Dozuki](https://usemissioncontrol.com/compare/mission-control-vs-dozuki/): Dozuki's authored digital work instructions compared with Bob's first-person capture of real work, including when to use both.
- [Dozuki Alternative](https://usemissioncontrol.com/compare/dozuki-alternative/): Why teams look beyond Dozuki's authored, approved guides, how Bob captures an expert's real job with no authoring step, and when Dozuki is still the better fit.
- [Mission Control vs PTC Vuforia Expert Capture](https://usemissioncontrol.com/compare/mission-control-vs-vuforia-expert-capture/): Vuforia Expert Capture's eyewear capture, Editor authoring, AR and CAD-based inspection compared with Bob's first-person capture of real work, including HoloLens 2 status and when to use both.
- [PTC Vuforia Expert Capture Alternative](https://usemissioncontrol.com/compare/vuforia-expert-capture-alternative/): How Bob's first-person capture of real work compares with Vuforia Expert Capture's headset capture and Editor authoring, including HoloLens 2 status and where Vuforia is the better fit.

### Manufacturing
- [Bob for Manufacturing](https://usemissioncontrol.com/bob/manufacturing/): Capture the setup, changeover and troubleshooting judgement that lives in one person's hands, across twelve manufacturing sub-sectors.
- [Aerospace Manufacturing](https://usemissioncontrol.com/bob/manufacturing/aerospace/): Composite layup, 5-axis setup and first-article judgement — the hands-and-eyes work behind an accepted part, which traceability records never preserve.
- [Automotive Manufacturing](https://usemissioncontrol.com/bob/manufacturing/automotive/): How a team leader actually runs a model changeover — fixture swap, poka-yoke checks, first-part validation and the sequence they keep in their head.
- [Chemical Plants](https://usemissioncontrol.com/bob/manufacturing/chemicals/): How operators actually run a startup, shutdown or upset recovery — the sequence, hold points and rates of change that PSM procedures do not specify.
- [CNC Machining](https://usemissioncontrol.com/bob/manufacturing/cnc-machining/): Tool choice, offsets, and the chatter a machinist hears before the finish goes. The judgement the program does not hold.
- [Food Manufacturing](https://usemissioncontrol.com/bob/manufacturing/food-beverage/): CIP, allergen changeovers and product changeovers — the order and verification steps that keep a line passing pre-op.
- [Foundry and Casting](https://usemissioncontrol.com/bob/manufacturing/foundry-casting/): Pour control, mold preparation and the defect-reading skill that tells a crew whether they are chasing temperature or gating.
- [Industrial Machinery](https://usemissioncontrol.com/bob/manufacturing/industrial-machinery/): Commissioning and field-service diagnosis — the alignment calls and site-specific adjustments that never reach the manual.
- [Welding and Metal Fabrication](https://usemissioncontrol.com/bob/manufacturing/metal-fabrication/): Weld technique, fit-up and the welding sequence that controls distortion — the judgement a WPS specifies parameters for but never describes.
- [Pharmaceutical Manufacturing](https://usemissioncontrol.com/bob/manufacturing/pharmaceutical/): Aseptic technique, gowning and bioreactor recovery — the movement discipline behind a compliant batch, which the batch record does not hold.
- [Injection Molding](https://usemissioncontrol.com/bob/manufacturing/plastics-injection-molding/): How a process technician tunes a tool and troubleshoots a run — the pressure, temperature and timing calls that are not on the setup sheet.
- [Paper Mills](https://usemissioncontrol.com/bob/manufacturing/pulp-paper-packaging/): How machine crews clear a web break, re-thread and adjust the press section — the diagnosis that turns an hour of downtime into ten minutes.
- [Semiconductor Manufacturing](https://usemissioncontrol.com/bob/manufacturing/semiconductor/): Tool recovery, chamber PM and deciding when a tool is genuinely qualified — the judgement that decides lost hours or scrapped wafers.

### Energy and Utilities
- [Bob for Energy](https://usemissioncontrol.com/bob/energy/): Capture the switching, field and control-room judgement that is concentrated in a handful of people, across twelve energy and utility sub-sectors.
- [Refining](https://usemissioncontrol.com/bob/energy/downstream-refining/): Turnaround execution and unit startup — the sequence and hold points that decide whether a turnaround finishes on schedule.
- [Electric Transmission and Distribution](https://usemissioncontrol.com/bob/energy/electric-td/): How line crews build and execute switching orders and sequence storm restoration — including the circuit knowledge that never reaches the print.
- [Gas Distribution](https://usemissioncontrol.com/bob/energy/gas-distribution/): Leak survey and grading judgement, service tie-ins and meter sets — the instrument reading behind a leak classification.
- [Gas and Thermal Generation](https://usemissioncontrol.com/bob/energy/gas-thermal-generation/): How operators start, run and recover a unit — the hold points, ramp rates and unit-specific behaviour that protect the machine.
- [Hydroelectric](https://usemissioncontrol.com/bob/energy/hydroelectric/): Governor and wicket-gate work on machines that are frequently one of a kind, where the OEM manual predates the last rebuild.
- [Midstream Pipelines](https://usemissioncontrol.com/bob/energy/midstream-pipelines/): Pig launches, valve line-ups and compressor station work — the between-step checks operator qualification records assume but never describe.
- [Nuclear](https://usemissioncontrol.com/bob/energy/nuclear/): How crews execute outage work in radiologically controlled areas — the sequence, tooling and dose decisions that keep a job on critical path.
- [Upstream Oil and Gas](https://usemissioncontrol.com/bob/energy/oil-gas-upstream/): Wellhead and rig-floor procedure — including the indicators experienced crews act on before an alarm sounds.
- [Solar O&M](https://usemissioncontrol.com/bob/energy/solar-om/): Inverter and string-level fault finding — the isolation sequence that finds an underperforming combiner in a morning instead of a week.
- [Substations](https://usemissioncontrol.com/bob/energy/substation/): Relay testing and settings verification against a station's real configuration — including the undocumented deviations that make a scheme site-specific.
- [Water and Wastewater](https://usemissioncontrol.com/bob/energy/water-wastewater/): Treatment adjustment and lift-station work — the anticipation of slow process response that keeps a plant inside its permit.
- [Wind O&M](https://usemissioncontrol.com/bob/energy/wind-om/): Up-tower diagnosis and torque work in the fastest-growing skilled occupation in energy — where the problem is dilution, not retirement.

### Skilled Trades and Roles
- [Control Room Operator](https://usemissioncontrol.com/bob/roles/control-room-operator/): Upset response is pattern recognition specific to one unit. What an operator watches before the alarms.
- [Instrumentation Technician](https://usemissioncontrol.com/bob/roles/instrumentation-technician/): I&C work is diagnostic method — proving a loop end to end rather than swapping parts.
- [Lineworker](https://usemissioncontrol.com/bob/roles/lineworker/): What a journeyman knows about the circuit that is not on any print, and why the apprenticeship takes three years.
- [Machinist](https://usemissioncontrol.com/bob/roles/machinist/): What a skilled machinist knows that a training programme cannot deliver, and why it takes years.
- [Millwright](https://usemissioncontrol.com/bob/roles/millwright/): Precision alignment pays off invisibly and fails eighteen months later. What that means for millwright training.
- [Quality Inspector](https://usemissioncontrol.com/bob/roles/quality-inspector/): Measuring is teachable from a procedure. The disposition call on a marginal part is not.
- [Tool and Die Maker](https://usemissioncontrol.com/bob/roles/tool-and-die-maker/): Die tryout is read by feel from a contact pattern, not from a specification — and the occupation is projected to shrink 11%.
- [Water Treatment Operator](https://usemissioncontrol.com/bob/roles/water-treatment-operator/): State-licensed, learned on shift, and shrinking 7%. What AWWA says is being lost.
- [Welder](https://usemissioncontrol.com/bob/roles/welder/): Reading the puddle is the whole skill and almost impossible to write down. What that means for training welders.
- [Wind Turbine Technician](https://usemissioncontrol.com/bob/roles/wind-turbine-technician/): The fastest-growing skilled occupation in energy, and what 50% growth does to average experience.

## Key Concepts

- **Knowledge reanimation**: Capturing institutional expertise from retiring workers as operational capability that runs autonomously forever.
- **Synthetic workers**: Autonomous digital employees with job descriptions, identities, governance, and the ability to learn skills by demonstration.
- **SWEL**: Scalable Work Executable Library. One worker's solution becomes every worker's capability. Search-first architecture reduces inference over time.
- **Nine governance firewalls**: Runtime enforcement of identity, RBAC, sandboxing, audit, delegation controls, scheduling, communications, capability whitelisting.
- **Vendor-agnostic**: Runs on Anthropic, OpenAI, self-hosted, or any combination. Swap providers with a configuration change.
- **On-premises deployment**: All data stays inside the customer's perimeter. No SaaS dependency. No callbacks to Mission Control servers.
- **Correction-based learning**: Not fine-tuning. Structured capture of human corrections with rationale. Edit magnitude decreases over iterations. Knowledge transfers across users.
- **Modular open systems architecture (MOSA)**: Every component replaceable independently. No vendor lock-in at any layer.

## Key Statistics

- 11,400 Americans turn 65 every day
- Pilot to production in 12 weeks
- Nine real-time governance firewalls
- SOC2 compliant via Drata
- Model-agnostic: works with any inference provider
- Forward-deployed engineering team embeds with every customer

## Contact

- Get started: https://usemissioncontrol.com/start/
- Platform walkthrough: https://usemissioncontrol.com/platform/
- Website: https://usemissioncontrol.com

## Optional

- [Whitepaper (PDF)](https://usemissioncontrol.com/resources/MissionControl-SyntheticWorkersAndTheEnterprise.pdf): Synthetics and the Enterprise
- [Cambridge Summit Report](https://usemissioncontrol.com/summit/): Better Agents of Our Nature — 2026 summit readout
- [Developer Documentation](https://usemissioncontrol.com/developers/): SWEL engineering guide, code generation MBU best practices