AI Agent Swarms
for Every Function
Assemble named AI agents into autonomous swarms — revenue, growth, client experience, treasury, people ops & smart factory. All orchestrated through mazdekClaw.
How It Connects
The mazdekClaw Orchestration Map
Every swarm feeds into a shared intelligence layer — when one agent learns something, every other agent benefits instantly
Agent Swarms
Pick a Function, We Assemble the Swarm
Each swarm is built from our roster of 19 named agents. Select the business functions you want to automate — we handle the wiring, context sharing, and handoff logic.
Operations Command
The nerve center of your AI workforce. IRIS coordinates planning sprints, syncs priorities across every active swarm, and surfaces progress reports — so leadership always has a live pulse on execution.
- Strategic planning & goal-tracking automation
- Live executive dashboards with KPI roll-ups
- Cross-swarm dependency resolution via mazdekClaw
- Async briefings delivered to Slack, Teams, or email
Revenue Engine
ENLIL and ZEUS form a pipeline machine — from identifying ideal-fit accounts and crafting tailored outreach sequences to updating your CRM and triggering renewal campaigns, every revenue motion stays in sync.
- Account discovery & AI-driven lead scoring
- Hyper-personalized sequence generation
- Automated CRM enrichment & deal-stage hygiene
- Churn-risk alerts with proactive win-back flows
Growth Lab
ENLIL runs your content flywheel while ATHENA builds landing pages and INANNA polishes the design — campaign strategy, SEO, ad copy, and performance analytics operate as one integrated growth machine.
- On-brand content production at scale
- Technical SEO & AI-search visibility (LLM-ready)
- Programmatic ad management & split testing
- Full-funnel attribution from impression to revenue
Client Experience Hub
PROMETHEUS triages inbound requests across chat, email, and voice while specialist agents handle billing disputes, technical troubleshooting, and onboarding — escalating to humans only when it matters.
- Unified inbox across chat, email, phone & WhatsApp
- Intelligent escalation with full conversation context
- Automated client onboarding sequences
- Round-the-clock multilingual resolution
Treasury & Compliance
ZEUS and ORACLE turn your back-office into an autonomous engine — from three-way invoice matching and payment scheduling to month-end reconciliation and regulatory filings, every number is audit-ready.
- Touchless invoice capture & AP/AR workflows
- Rolling cash-flow projections & anomaly detection
- Automated regulatory filings & audit-trail generation
- Accelerated month-end close with variance commentary
People & Culture
PROMETHEUS screens applicants and benchmarks them against role profiles, while HERACLES automates onboarding checklists and ORACLE delivers workforce analytics — giving HR leaders bandwidth for the conversations that matter.
- AI-assisted resume screening & structured interviews
- End-to-end onboarding and offboarding workflows
- Always-on policy assistant & internal knowledge base
- Real-time sentiment analysis & retention insights
Smart Factory
DAEDALUS reads sensor telemetry in real time while PROMETHEUS runs predictive models and ORACLE visualizes throughput — giving plant managers a digital command center from raw materials to finished goods.
- Live yield tracking with root-cause drill-down
- ML-driven failure prediction & maintenance scheduling
- Digital-twin simulation for line optimization
- Automated quality gates with vision-based inspection
The mazdek Advantage
Why 19 Named Agents Beat Generic AI
Unified Intelligence Layer
Every agent shares a common knowledge graph through mazdekClaw — decisions in one swarm instantly inform all others.
Operational in Weeks, Not Quarters
Shadow mode in 7 days, autonomous operation in 2-4 weeks. No 6-month consulting engagements.
Modular by Design
Activate one swarm, prove the ROI, then expand. Each addition multiplies value through shared context.
Connects to Your Ecosystem
Production-ready connectors for Slack, Teams, Salesforce, SAP, HubSpot, Jira, and 50+ platforms out of the box.
Swiss-Grade Data Sovereignty
AES-256 encryption, Swiss-hosted infrastructure, GDPR & DSG compliant. Your data never leaves your control.
Guardrails Built In
Configurable approval gates, confidence thresholds, and mandatory human review for sensitive decisions. Full audit trails.
Activation Sequence
From Workflow Audit to Autonomous Operation
Workflow Audit
A 2-day deep dive into your processes, tools, and bottlenecks. We identify the swarm with the highest ROI potential.
Agent Assembly
We select agents from our roster, wire them to your stack, and configure guardrails, approval gates, and escalation paths.
Shadow Mode
Your swarm runs in parallel with your team for 1-2 weeks. We calibrate confidence thresholds and handoff timing.
Autonomous & Expand
Full autonomy with live dashboards. Measure results for 30 days, then activate the next swarm with shared context.
Who We Serve
Agent Swarms Across Industries
FAQ
Frequently Asked Questions
What exactly is an AI Agent Swarm?
An AI Agent Swarm is a multi-agent system where named, specialized agents — like PROMETHEUS, ZEUS, or ENLIL — work together on business processes end-to-end. Unlike standalone chatbots, each agent owns a specific responsibility and passes context to the next, powered by our mazdekClaw orchestration engine.
How is this different from hiring a SaaS tool for each function?
SaaS tools operate in silos. A CRM does not talk to your invoicing system. Our agent swarms share a unified context layer — when your revenue agent closes a deal, the finance agent already knows the payment terms, and the onboarding agent has the kickoff checklist ready.
Which business functions can you cover?
We currently operate 7 agent swarm configurations: Operations Command, Revenue Engine, Growth Lab, Client Experience, Treasury & Compliance, People & Culture, and Smart Factory. Each is assembled from our roster of 19 named agents.
What does the onboarding timeline look like?
We begin with a 2-day workflow audit. Agent configuration and tool connections take 5-7 business days. Shadow mode (agents run in parallel with your team) lasts another 5-10 days. Total time to autonomous operation: 2-4 weeks depending on integration depth.
Which platforms and tools do your agents connect to?
Our agents have production-tested connectors for Slack, Microsoft Teams, Salesforce, HubSpot, SAP S/4HANA, Dynamics 365, Jira, Linear, Notion, Google Workspace, and 50+ other platforms. We build custom connectors via REST/GraphQL for proprietary systems.
Where does the data live and who owns it?
All processing happens on Swiss-hosted infrastructure with AES-256 encryption at rest and TLS 1.3 in transit. You retain full ownership of your data. We are GDPR and Swiss DSG compliant, and no customer data is ever used for model training or shared between clients.
Can I activate one function first and expand later?
That is the recommended approach. Most clients begin with Revenue Engine or Client Experience, measure ROI over 30 days, then activate additional swarms. Each new swarm automatically inherits the shared knowledge graph from mazdekClaw.
How do you prevent AI hallucinations in critical workflows?
Every high-stakes action passes through configurable guardrails: approval gates for financial transactions, confidence thresholds for customer-facing replies, and mandatory human review for legal or compliance outputs. Full decision audit trails are retained for 12 months.
Multi-Agent Orchestration — Built in Switzerland, Deployed Globally
mazdek assembles named AI agent swarms from a roster of 19 specialists — each with deep domain expertise. Our mazdekClaw engine handles the orchestration: context propagation, task routing, and decision audit trails.
The result is not another SaaS dashboard. It is an autonomous operating layer that learns from every interaction, enforces your business rules, and scales without adding headcount. Swiss-hosted, GDPR-compliant, built for precision.
AI Agent Swarms Switzerland • Multi-Agent Orchestration • Revenue Automation • Growth Marketing AI • Client Experience Agents • Treasury Automation • People Operations AI • Smart Factory • mazdekClaw
Ready to Assemble Your First Swarm?
Book a free workflow audit. We will identify the highest-impact function and show you exactly which agents will run it. No commitment required.