Khelion — AI agent systems for the enterprise

Agentsat work.Under warrant.

Khelion builds the AI agents your company needs, then deploys and runs them inside your own tools. Operations, finance, support, security, compliance — wherever work repeats and mistakes are expensive. And every action lands on a record you can show.

missionrunning

A real mission shape, replayed end to end — no client data.

Built for real work

We build them, run them, and answer for them.

Not a tool you have to learn, and not a slide deck. We design the agents around your actual processes, connect them to your actual systems, operate them in production, and hand you the evidence of everything they did. One system, one accountable partner. Our belief is simple: AI agents you cannot answer for are not an asset.

Across the whole company

Agents for every function that repeats.

Operations, finance, support, sales, IT, security, compliance. We start from the catalog below, then build the ones your company needs and nobody sells. Deploy one, or a collective.

operations

Intake Manager

Forty formats in, one checked file out, every morning.

finance

Reconciliation

Matches what arrived against what was agreed, and names the gaps.

customer

Ticket Triage

Reads, sorts and answers the routine — escalates the rest with context.

revenue

Pipeline Chaser

Chases what is owed and what is stalling, in your wording.

knowledge

Deep Search

Answers from your own systems, with the citations attached.

security

Access Review

Watches who can reach what, and flags the account nobody closed.

compliance

Regulation Watch

Reads every new text against your procedures, clause by clause.

documents

Drafting Agent

Writes the file to the structure the reader expects, every sentence sourced.

Eight of the catalog. The one that matters most is usually the one we build for you. See the full workforce →

How it runs

Four layers. One system.

From your existing tools to a governed result — nothing in between is improvised.

01 — Connect

Plugged into your tools

Mail, ERP, drives, ticketing, APIs. Read access first, write access later — never the other way round.

02 — Orchestrate

Intent becomes missions

An orchestrator breaks the work into missions and dispatches the right agents, in the right order, with the right context.

03 — Govern · Manifest

Warrants, enforced at runtime

Every agent runs under a signed warrant. A forbidden action is refused — and the refusal is written to the record like any other step.

04 — Deliver

Work lands in your systems

Files, entries, drafts, answers — in your formats, in your tools, signed by a named human when it leaves.

Manifest — the governance product

Sold with our agents. Or installed over yours.

Manifest is what makes an AI agent accountable: a signed warrant it cannot exceed, a log that cannot be rewritten, and a plain-language answer to why did it do that. It is a product in its own right — and it is the reason our agents are allowed into serious companies.

Included

With every agent we build

You never receive an agent from us without its warrant, its log and its answer. It is not an option and it is not an upsell — it is how we ship.

Part of the build
Standalone

Over the agents you already run

Built in-house, bought from a vendor, assembled by a team that has since moved on. Manifest installs over them and answers for them. Often the fastest first deployment.

Sold on its own

Inside Manifest →

Four examples of what our clients owe

In force since 2 Aug 2026
AI Act, Article 50
Transparency duties on AI systems that interact with people or generate content. Fines to €15m or 3% of turnover.
2 December 2027
AI Act, Annex III
High-risk duties — logging, human oversight, technical documentation. Names life and health insurance pricing, and creditworthiness.
1 January 2028
Reg. (EU) 2026/247
Every Member State must run an aviation security occurrence process: reporting, classification, analysis, confidential channel.
Permanent
MDR, Articles 83–88
Post-market surveillance, periodic safety reports and a trend method defined in advance — for every device on the EU market.

Whatever the obligation, the demand is the same: evidence a third party can check. Our agents produce it while they work.

Secure by design

The warrant is part of the product.

Before an agent runs, its rules exist — short, signed, and readable by the machine that enforces them.

Enforced, not filed. A forbidden action is refused at runtime, not discovered in a report.

Logged once, never rewritten. Each entry carries the hash of the one before — an edited line shows.

Accountable in plain language. Ask why it did something; the answer cites the record.

Inside Manifest →

warrant.yaml — enforced at runtimesigned
agent: intake.manager
autonomy: act_on_approval
may: read_inbox · normalise · reconcile
may_never: write_to_ledger · contact_client
stop_and_ask: amount > €10k · confidence < 0.85
supervisor: "named, reachable, 24/7"

Delivered work is worth more than rented software.

Autonomy without supervision is a toy. Supervision without autonomy is a cost.

An AI worth trusting answers for itself.

This is the beginning

Become operational.

Tell us the process and the number attached to it. We answer within two working days, in English or French.