Deployed AI systems for teams that need real work done.
Semawork designs and deploys self-evolving multi-agent systems that connect to your existing tools, handle operational workflows, and improve through feedback.
System flow
FDE partner
Not a chatbot. Not another automation agency. A forward-deployed AI systems partner.
We map, deploy, measure, and improve — close to your team and your tools.
Explore forward-deployed AI systemsRead the forward-deployed engineering guideBased in Nice, working with teams across France, Monaco, and Europe.
30–60%
Cycle-time reduction target in pilot workflows
20–40%
Ops cost reduction target where work is repeatable
40+
Tools and connectors we can integrate with
Default
Human-in-the-loop review before high-impact actions
Target outcomes from pilot workflows — not guaranteed results. We scope, measure, and improve with you.
Products built for operational work
Each product solves a specific business workflow — with human review, tool integration, and a feedback loop when edge cases appear.
AI training for teams
Learn to work with agents, redesign workflows, and build human-in-the-loop systems.
See training offerSemawork in Côte d'Azur
Nice, Monaco, Sophia Antipolis, and nearby areas.
How Semawork works in your team
From one workflow to a system your team can trust and improve over time.
Map the workflow
We document how work actually moves through your team, tools, and handoffs.
Deploy the agent system
We connect agents to your stack and ship a usable first workflow — not a slide deck.
Review and approve safely
Humans stay in control for high-impact actions, escalations, and edge cases.
Improve from feedback
Every review, correction, and edge case feeds back into how the system handles the next request.
What you see in the system
A dashboard-style view of tasks, agent status, approvals, edge cases, and feedback — so operators stay in control.
Task queue
- Qualify inbound lead
- Draft weekly report
- Review CRM update
Agent status
- Research agent: running
- Content agent: idle
- Ops agent: waiting approval
Approval needed
- Outbound message to prospect
- Publish local page draft
Edge cases
- Unusual pricing question
- After-hours emergency routing
Feedback memory
- Handoff rule updated
- Qualification threshold adjusted
Performance
- Cycle time: improving
- Human reviews: 12 this week
Why teams choose Semawork
Illustrative comparison — not an exhaustive industry survey.
| Capability | Traditional automation | Generic chatbot | Semawork |
|---|---|---|---|
| Handles complex workflows | Rigid rules only | Limited to simple Q&A | Multi-step operational workflows |
| Works across existing tools | Often siloed | Usually standalone | Orchestrates your current stack |
| Human approval | Rare or manual | Usually none | Built in by default |
| Learns from feedback | Static after setup | Limited tuning | Feedback updates playbooks and memory |
| Tracks edge cases | Often missed | Hallucination risk | Logged, reviewed, and improved |
| Built for business outcomes | Task automation focus | Conversation focus | Operational leverage focus |
Frequently asked questions
Are these results guaranteed?
No. Metrics on this site are target outcomes we design toward in pilots. We scope one workflow, define how success is measured, and improve based on real usage — not generic promises.
Is this just automation or a chatbot?
Neither alone. Semawork builds agent systems that connect to your tools, handle multi-step work, keep humans in the loop, and improve from feedback when edge cases appear.
What happens on a pilot call?
We identify one workflow where an AI system can create measurable operational leverage, discuss your tools and constraints, and outline a practical pilot path — usually starting with Reception OS or a custom agent system.
Do you replace our team?
No. The goal is to remove repetitive work, improve consistency, and help your team execute faster while keeping human judgment where it matters.
What do we get after a pilot?
A working system connected to your stack, documentation, a feedback loop for edge cases, and a clear path to expand — not a disconnected demo that stalls after launch.
Let's talk about a practical pilot
Identify one workflow where an AI system can create measurable operational leverage.
Book a 20-min pilot call