Your business has the tools.
It's missing the intelligence.
AgentMash builds AI agents that monitor your operations, automate your workflows, and connect your systems — so your team focuses on what matters.
Most SMEs don't have an AI problem. They have an intelligence gap.
Your ERP works. Your CRM works. Your tools work. But nothing watches, decides, or acts across them.
of German SMEs have no AI strategy
— Bitkom Digital Report 2024
productivity lost to manual processes
— Fraunhofer IAO Study
Problems found too late
Issues surface only when customers complain or quarter-end reports shock. No system is watching proactively.
Systems that don't talk
SAP doesn't know what Salesforce knows. Email doesn't connect to ERP. Data lives in silos, decisions happen blind.
Best people, worst work
Your most expensive employees spend 60% of their time on copy-paste, status checks, and manual data entry.
Three layers of intelligence
Every business needs agents that watch, act, and connect. We build all three.
Watch
See everything. Miss nothing.
Proactive monitoring agents that detect anomalies before they become problems.
- Real-time system health monitoring
- Anomaly detection across data sources
- Predictive alerts before failures
- Custom thresholds and escalation rules
Act
Automate the repetitive. Free the valuable.
Workflow automation agents that handle the tasks your team shouldn't be doing manually.
- Invoice processing and routing
- Report generation and distribution
- Data entry and reconciliation
- Approval chain management
Connect
Unify your systems. Multiply your data.
Integration agents that make your disconnected tools work as one intelligent system.
- Cross-system data synchronization
- API orchestration without custom code
- Unified dashboards from fragmented data
- Real-time data flow between tools
From audit to autopilot
A structured path to intelligent operations. No black boxes.
Understand
Business & Systems AuditWe map your processes, systems, and pain points. We identify where agents create the most value.
Architect
Agent Design & PermissionsWe design your agent system — what it watches, what it does, and what it never touches without approval.
Build
Development & Parallel RunWe build and test agents in parallel with your existing processes. Zero disruption.
Operate
Monitoring & OptimizationWe monitor agent performance, optimize over time, and scale as your needs grow.
Security
Datensicherheit
- EU-only data processing
- AES-256 encryption at rest
- Minimum-permission architecture
- No training on client data
Transparency
Nachvollziehbarkeit
- Full audit trail for every action
- Agent-checks-agent verification
- Human-in-the-loop for critical decisions
- Real-time activity dashboard
Compliance
Regulatorische Konformität
- DSGVO by design
- EU AI Act documentation ready
- AVV standard
- Annual compliance review
Built on technology you can trust
We use best-in-class AI infrastructure. No experimental tools, no vendor lock-in.
Advanced reasoning and decision-making
Multi-agent coordination and management
Process automation and system triggers
The tools you already use and trust
Intelligence at work across industries
See how AI agents transform operations in businesses like yours.
Predictive Quality Control
Agents monitor sensor data across production lines, detect anomalies before defects occur, and automatically adjust parameters.
Automated Invoice Processing
From receipt to reconciliation — agents capture, validate, route, and book invoices with minimal human touch.
Client Report Generation
Agents pull data from project tools, CRM, and time tracking, then draft and distribute client reports weekly.
Inventory & Demand Sync
Agents connect your shop, warehouse, and suppliers. Stock levels adjust automatically based on demand patterns.
Transparent pricing
No hidden fees. No long-term lock-in. Start small, scale when ready.
Scout
For teams starting with AI monitoring
€1,500 setup
- ✓1 Watch agent
- ✓Up to 3 data sources
- ✓Daily anomaly reports
- ✓Email alerts
- ✓Monthly performance review
- ✓Email support
Sentinel
For businesses ready to automate
€3,000 setup
- ✓Up to 3 agents (Watch + Act)
- ✓Up to 10 data sources
- ✓Real-time monitoring & alerts
- ✓Workflow automation
- ✓Weekly optimization reports
- ✓Priority support
- ✓Human-in-loop controls
Command
For enterprises needing full intelligence
Custom
- ✓Unlimited agents (Watch + Act + Connect)
- ✓Unlimited data sources
- ✓Full system integration
- ✓Custom agent development
- ✓Dedicated account manager
- ✓SLA guarantee
- ✓Quarterly business review
Questions & answers
Everything you need to know before getting started.
All data is processed and stored exclusively within the EU (Frankfurt, Germany). We use AES-256 encryption at rest, TLS 1.3 in transit, and our agents operate on a minimum-permission architecture — they only access what they need. We never train models on your data.
Yes, fully. DSGVO compliance is built into our architecture, not bolted on. We provide a standard AVV (Auftragsverarbeitungsvertrag), maintain a processing activities register, and can support your DPO with documentation for any audit.
Every agent action is logged in a full audit trail. For critical decisions, we implement human-in-the-loop controls — the agent recommends, a human approves. We also use agent-checks-agent verification where a second agent validates the first's output.
Yes. We integrate with SAP, Microsoft Dynamics, Salesforce, HubSpot, and most modern business tools via APIs. For legacy systems, we build custom connectors. We never ask you to replace your existing tools.
A typical project takes 4–8 weeks from audit to live agents. The audit phase (1–2 weeks) can start within days of signing. You'll see working agents in a parallel run before anything goes live.
No. We handle all technical operations, monitoring, and optimization. Your team interacts with agents through simple dashboards and notifications — no coding required. We train your team during handover.
We offer a satisfaction guarantee on the audit phase — if the roadmap doesn't identify clear, measurable value, you don't pay for it. For ongoing subscriptions, there's no long-term lock-in. Cancel monthly.
Ready to add intelligence?
Book a free 30-minute discovery call. We'll map your biggest opportunities — no strings attached.