Intelligence fabric · (s)eyark.ai

One live picture of what's true. Agents that act on it.

(s)eyark.ai is the system behind every Human Managed service. SeyarkAI reads every source you run and keeps one reconciled picture of your environment. EyarkAI is where you meet it: ask a question, see the evidence, approve the next step.

One entity, as SeyarkAI sees it

Accountfinance-admin-07

Reconciling0 of 5 sources

Directory
Active. Admin on 3 payment systems.
Proxy
Signed in at 02:14 from a new country.
HR system
Owner left the company last Friday.
Own history
Never active after 20:00 in 14 months.
Peers
Other finance admins hold 1 payment system.

Next stepSuspend the account. Waiting for a person to approve.

Record, source, reality

Your systems store what was written. SeyarkAI keeps what's true now.

Systems of record each hold their own version. A data lake puts them in one place, as of the last load. Neither resolves the conflicts or tells you what it means. Switch views to see the same account three ways.

How it thinks

Findings come from comparing states. So each one can show its working.

A doctor compares your blood pressure with your own history, with people like you and with the healthy range. SeyarkAI works the same way. Follow one account through all seven steps.

Every comparison is declared and registered. Each finding traces back to the states it compared and the sources behind them. If a finding can't be explained, it isn't delivered.

Two parts, one fabric

SeyarkAI keeps the picture. EyarkAI puts it in front of you.

the system of reality
SeyarkAI

Knows what's true, and does the legwork

  • Readsyour security, IT, banking and business systems. Nothing new to install.
  • Mapswhat you own, who owns it and what depends on what, in a knowledge graph.
  • Keeps18 kinds of state for every entity, from current and expected to predicted.
  • Runsthe agents that collect, reason, check and act, within the limits you set.
where you meet it
EyarkAI

Ask in plain language. See the evidence.

Example answers *

One fabric, every service

Three services on one picture. What one learns, the others use.

A compromised account in cyber is a fraud risk in payments and a change risk in operations. All three services read the same picture, so they see it together. Here is what each one picks up from finance-admin-07.

~5 bnevents read a day
~50 TBof data processed a day, uncompressed
15 minbetween checks on every outcome
2018running live operations since

Governed by design

Agents do the work. Three gates stand between them and your systems.

Every piece of work moves through Intelligence, Decision, Execution and Action, with a gate between each step. A step that fails its gate stops, or waits for a person. Walk one through.

IIntelligence
Grounding
DDecision
Authority
EExecution
Commitment
AAction
READY

Every decision is recorded. What was decided, by whom or by which agent, on what evidence.

We pick the model for each task. Frontier, open-source or specialised, swapped as better ones arrive. The picture and the gates stay the same.

Follow a change through every gate

Frequently asked questions

Do we buy (s)eyark.ai on its own?

No. It runs inside every Human Managed service. You don't install it, maintain it or staff it. We operate it as part of the service.

Does it replace our SIEM, data lake or other tools?

No. It reads from the tools and data stores you already run and works out what's true across them. You keep your existing systems.

Where does our data stay?

We can run the fabric inside your own cloud tenant, so your data stays in your environment. Your sources, your access controls and your audit trail stay with you.

Which AI models does it use?

Whichever model fits each task best: frontier models, open-source models and classic machine learning. We swap them as better ones arrive, without changing the service you see.

What happens when an agent gets something wrong?

The three gates catch most errors before anything changes. Agents stay within the autonomy level you set, and every action is recorded and can be traced. A person reviews anything outside agreed limits.

Why is it called (s)eyark.ai?

It's made of two parts. SeyarkAI keeps the picture of what's true and runs the agents. EyarkAI is the part you talk to.

Start here · Outcome 0 — Ground Truth, in two weeks.

We connect the fabric to the tools you already run and show you what's true in your environment today. Read-only. You approve every step. Then you choose your first outcomes.

Request a briefing