Let AI do the work. Keep the control.
Jarwins is an AI command center that sits on top of your existing core/ERP systems. Mail, policies, claims, quotes — your operator speaks from a single chat screen, Jarwins calls the right tool, gets the job done, and logs every step. Not an experimental pilot; a scalable, permanent operations layer.
Most enterprise AI projects stall in pilot — because they don't scale.
Industry research points to the same three causes. Jarwins was designed for all three.
Fragmented architecture
Years of accumulated integration layers and scattered APIs. A "standalone tool bolted on afterwards" simply doesn't work.
Governance that slows everything
Manual review and approval processes choke innovation. When trust is added later, speed dies.
Invisible work
Because work isn't logged, nobody knows what to automate; repetitive work stays hidden.
From conversation to action — six concrete wins.
Not "ask and answer", but "anticipate and assist". A context-aware work agent that operates alongside your operator.
Let AI do the work
Hand off repetitive enterprise processes end-to-end with visual workflow automation — reply to mail, open a file, prepare a quote, update a ticket. No code, just drag-and-drop flows.
Automated Tasks · DAG engineFewer errors in daily work
The operator speaks from one screen; Jarwins fetches the right data with the right tool. Missing documents, wrong policies, missed SLAs — error risk drops and work speeds up with AI assistance.
One screen · context-aware assistantEvery action is logged → tracking & automation get easier
Every action taken is recorded in an auditable way. That record provides full traceability and surfaces — for you — exactly which work should be automated.
Audit log · automation miningFully parametric
Tools, flows, permissions, and widgets are managed from a single source of truth — configuration, not code. What you set up for one customer applies to the next in hours, not days.
Catalog-driven · multi-tenantEnds the MCP mess
Instead of scattered MCP servers and an identity-and-permission nightmare, one command center. REST/SOAP/DB — whatever it is, it connects as an adapter; discover, authorize, and audit from a single console.
Single MCP bus · visual consoleLocal LLM, no global dependency
Jarwins runs on local Qwen models — your data never leaves the building, no subscription/quota/privacy risk. A state machine steers the local LLM for maximum efficiency.
On-prem · data sovereigntyEvery building block of enterprise AI, under one roof.
No more buying, integrating, and managing separate tools. Everything lives inside Jarwins and talks to each other.
Build end-to-end workflows with drag-and-drop, no code.
Design and ship your own AI agents in minutes.
A prompt-based enterprise operations layer driven by natural language.
All tools under one MCP server — no sprawl, no identity nightmare.
Visually design the widgets and screens that present tool output.
A pgvector-based enterprise knowledge base with semantic search.
Turn voice commands into accurate text, instantly.
Read responses back in a natural voice — hands-free operation.
Reads and understands documents and images (OCR + extraction).
AI that decides, calls tools, and takes action.
Uses the browser on your behalf and collects data from screens.
Extends via adapters
It doesn't replace your systems. It sits on top.
No rip-and-replace. An open integration architecture: it makes your existing investment smart while preserving it.
AI Command Center
Orchestrator · MCP bus · approval gate · audit · RBAC · local LLM
Connectivity layer
REST · SOAP · DB · Mail (IMAP/SMTP) · Slack · ticketing systems
Your core / ERP / insurance systems
Nothing changes — Jarwins only speaks on top of them
◆ Data sovereignty
Local LLM — prompts never leave the building. GDPR/KVKK compliant, PII encrypted (AES-GCM) and masked in logs.
◆ Trust by design
Every write/approval/payment action passes through a human approval gate. Governance isn't a blocker — it's the foundation for safe innovation.
◆ Full traceability
Every tool call is written to an auditable record as who/what/when.
◆ Agile rollout
Thanks to the parametric design, a new customer, process, or integration is added by configuration, not code.
Meet the AI that doesn't stall in pilot.
See Jarwins live in 30 minutes — on top of your own systems, with your own data.