01
Frame
Understand the objective, constraints, available context and expected deliverable.
INTENT / BOUNDARYKletron · Product built by Numezis
Give the work to a system of agents. Get the outcome back.
Kletron is a complete agent and multi-agent product for business work. It turns an objective into a plan, delegates it to specialized agents, connects the required tools and returns a reviewable result under human control.
OBJECTIVEBUSINESS
MISSION
MISSION
ORCHESTRATIONKLETRONAGENT · MULTI-AGENT
01RESEARCHspecialist agent
02OPERATIONSspecialist agent
03REVIEWcontrol agent
DELIVERABLEREADY
Product statusUSED BY SMEs
SystemAGENT + MULTI-AGENT
ScopeEND-TO-END BUSINESS TASKS
A product company by design
We do not only advise on AI. We build the products that prove our engineering discipline.
Kletron is not a reference architecture or a client demo. It is software developed by Numezis and used by SMEs under real constraints of data, permissions, quality, cost and operations. That product ownership keeps our advisory grounded in what production actually demands.
From intent to delivered work
One objective. A controlled chain of execution.
Kletron organizes the complete task lifecycle so a business user can describe the outcome instead of manually coordinating every prompt and handoff.
02
Plan
Break the mission into traceable steps and select the right agents, tools and sequence.
TASK GRAPH03
Orchestrate
Delegate work to specialist agents and coordinate dependencies, context and handoffs.
MULTI-AGENT04
Control
Apply permissions, validation gates, review rules and human approval where impact requires it.
POLICY / EVIDENCE05
Deliver
Assemble and review the finished output, then return it with a clear execution trace.
OUTCOME / TRACEBusiness work, not isolated prompts
A broad operating surface for the work SMEs actually need done.
Each mission is scoped by the systems, data and authority available. Kletron combines autonomous execution with explicit boundaries rather than pretending every task should run without oversight.
Research & analysis
Investigate markets, companies, topics or options and turn source material into a decision-ready brief.
Sales & customer operations
Prepare account research, follow-ups, proposals, summaries and structured next actions.
Documents & administration
Process files, extract and organize information, prepare records and coordinate recurring administrative work.
Finance & management support
Prepare reconciliations, reporting inputs, management summaries and approval-ready material.
Marketing & content
Research, draft, adapt and quality-check content across a coordinated production workflow.
Projects & operations
Plan work, track dependencies, prepare status material and coordinate actions across business tools.
Product architecture
A multi-agent system needs more than multiple model calls.
Kletron treats orchestration, context, tools, controls and human accountability as parts of the product — not as integrations added after the prototype.
Orchestration core
Interprets the mission, builds the task graph, assigns work and manages dependencies.
Specialist agents
Agents with defined roles, context and tools collaborate on distinct parts of the outcome.
Tools & business systems
Controlled connections let agents work with the files, applications and services the task requires.
Context & memory
Relevant business knowledge and task history are made available without dissolving access boundaries.
Control & evidence
Permissions, approvals, evaluations and execution traces make autonomous work reviewable.
Human decision
People retain authority over exceptions, sensitive actions and the final use of the delivered work.
Operational proof
A real product, working under real SME constraints.
Kletron gives Numezis something more valuable than a technology claim: direct operating evidence from building, deploying and improving an agentic product.
Created by Numezis
Product, orchestration, interfaces and operating controls are developed as one coherent system.
Used by SMEs today
The product is already applied to real business work, with real users, data boundaries and expectations.
Improved through operations
Production feedback informs reliability, permissions, human review, economics and the next product decisions.
Numezis product ecosystem
One engineering culture. Three distinct expressions.
As a product-led technology company, Numezis combines client delivery with software products it owns. Each expression has a clear role and all three reinforce the same production discipline.
A&E01
Advisory & Engineering
Client practiceStrategy, governance, architecture, engineering and value realization for enterprise AI decisions.
Explore the practice↗N02
Numezis
Vertical SME productThe autonomous business agent for Swiss SMEs across documents, finance, follow-ups and approvals.
Explore Numezis↗K03
Kletron
Agent & multi-agent productThe horizontal work system that plans, orchestrates and completes complex business missions.
Current product↗Product questions
What Kletron is — and what it is not.
01What is Kletron?+
Kletron is a complete agent and multi-agent software product developed by Numezis. A user gives it a business objective; the system plans the work, coordinates specialized agents and tools, applies control points and returns a finished, reviewable result.
02How is Kletron different from a chatbot?+
A chatbot mainly responds turn by turn. Kletron is designed around task completion: planning, delegation, tool use, multi-step execution, review and delivery. Conversation is the entry point, not the whole product.
03Does Kletron really use several agents?+
Yes. Kletron can assign different parts of a mission to specialized agents and coordinate their context, dependencies and outputs. Multi-agent execution is used where specialization or parallel work improves the result; a simpler task can remain with one agent.
04Can it perform any business task?+
Kletron is designed for a broad range of digital business tasks, but every mission remains bounded by the tools, data, permissions and validation rules available. It does not claim uncontrolled universal automation; it makes the scope and authority explicit.
05Who uses Kletron?+
Kletron is already used by SMEs. The product is designed for business teams that need complete work delivered across research, administration, commercial activity, documents, finance, content and operations.
06What is the relationship with Numezis Advisory & Engineering?+
Kletron is a product owned and developed by Numezis. The advisory practice remains architecture-first and does not prescribe Kletron by default. Building the product strengthens the practice with direct experience of agent architecture, security, evaluation and production operations.
Kletron · Product conversation
Bring us a business mission worth completing.
We can assess the workflow, the systems involved and the level of autonomy required — then show where Kletron fits and where human control should remain.
Discuss a Kletron use case