What is Spegling? In plain words.

Start with the problem it solves.

AI assistants are getting good at real work: drafting replies, summarising meetings, updating records, writing documents. Useful enough that people start to rely on them.

Then the mess starts. Three assistants, five accounts, every one of them starting from zero every morning while you explain yourself again. Your work life and your private life in the same chat history, or in none. It is help, and it adds up to chaos.

Then, the first time it matters: a record has changed and nobody knows what changed it or why. An AI-written summary confidently states something that turns out to be wrong. A colleague asks "who approved this?" and there is no answer.

The AI was helpful right up until the moment you needed to trust it. And there was no record of anything it did.

Those two problems are really one. The chaos and the broken trust have the same cause: nothing underneath the AI remembers, separates, or answers for anything. Spegling is that underneath.

What Spegling does, in five plain things.

1 · One memory, for every AI you use

Most AI forgets you the moment you close the window. Spegling carries one memory underneath every AI you use, so whichever one you talk to today already knows what yesterday was about, and what one learns, the next one knows. Nothing gets into that memory by accident: something is only kept once you say so, or once it has passed the check below. A memory you can trust is worth more than one that is merely large.

2 · Your lives stay separate

You are one person in several contexts: the job, the company, maybe a client, and a life. Here each session belongs to one of them. What you tell it in private never comes up in a work session, and a client's work never sees the rest. This is not the AI promising to be discreet. The separation is built into how the system fetches its own memory, so the AI cannot reveal what it was never handed.

3 · Nothing checks its own work

Before important work counts, a separate AI from a different company checks it, like a second doctor reading the same scan; it cannot approve its own homework, because it never wrote the homework. Claims about facts and files are checked by a small tool with no AI in it at all, which simply looks and answers: confirmed, wrong, or honestly unsure. And unsure is allowed. When no check can settle a question, the system does not guess. It stops and asks you.

4 · Everything is written down

Every action, and the reason for it, goes into a record, like a flight recorder. You can export that record and keep your own copy at any time, and a copy in your hands is one nobody can quietly rewrite. What the AI may touch, what it may spend and what needs your signature are fixed rules, not another AI's judgment call. Anything hard to undo stops and waits for you. Even "finished" is not taken on faith: work that claims to be done without evidence is recorded as exactly that.

5 · Longer work, the boring way

The AI can keep working when you close the laptop, in a private space Spegling runs, not loose on the open internet. That space reaches only what you allow, and it never holds your passwords: when it needs your email, it asks Spegling, which keeps the keys and hands back only the result. Boring on purpose. Surprise is the one thing you do not want from a machine working overnight, and boring is what makes it safe to sleep.

The promise, in one sentence: one AI that is genuinely yours, because it remembers you, keeps your lives apart, gets its work checked by something other than itself, and writes everything down.

You are not locked in.

You pick which AI does the work, and you change your pick whenever you like. When a better one arrives next month you switch to it, and everything you have built up stays: the memory, the walls, the record. They belong to you, not to whichever company made this year's best model, and you can take them with you when you go.

That is the quiet difference between Spegling and every assistant you subscribe to. Their memory of you is their asset. This one is yours.

If you are reading this for an organisation

A record, and someone who checked it. When oversight, an auditor or a citizen asks what the AI did and on whose authority, the answer is a report you can produce, not a reconstruction from memory. A record on its own only shows that something was done. The independent check is what shows somebody other than the AI looked at the work before it counted, and both sit in the same report.
It runs in the EU. The AI models in the standard setup are hosted on European infrastructure, under European jurisdiction. Nothing in the default depends on a US cloud AI service.
Your systems connect once, to one place. Email and calendar connect to Spegling, not to each AI tool separately. The AI asks through a controlled gate and never holds the passwords. Access can be revoked in one place, and every access is on the record.
The software your AI writes is covered by the same record. Version control shows what changed. The record shows which AI wrote it, who checked the work, and on whose authority it shipped.
Your people stop falling behind. In regulated work, the ones avoiding AI are not unwilling, they are forbidden, because nothing so far could answer for the work. Spegling turns "not allowed" into "allowed, with receipts": they finally get to build the skill, and every use leaves a record that speaks for them.
People and roles are kept apart. A person acting in two roles gets two separate scopes. What one role may see, another may not. The separation is enforced by the system, not by policy documents.

None of this requires your organisation to stop using the AI it already knows. Spegling sits underneath the AI as the layer that remembers, checks, and answers for it.

What to do next

Spegling is currently in a private phase: access is by invitation while the first users shape it. If any of the above sounds like your problem, write a short note about what you would want it to do. A person reads it and a person answers.

Write to Hannu Read the product page About the company

Built by Varjosoft in Helsinki. This page deliberately avoids technical vocabulary; the product page has the full detail, and the integration docs have the technical setup, and the security page says what holds and what is not built.