Agent VitaminsBrain food for your agents.

Last updated

Your agents get a regular, checked dose of fresh outside knowledge, compressed so they read less and know more.

  • Public, dated sources
  • Checked by a second AI
  • Every change reversible
A glowing digital brain taking in a stream of bright capsules of fresh knowledge
  • Advice, not just data.We tell you where your agents' knowledge is missing or out of date.
  • Saves your tokens.The research happens once, at MyZone, not on your install.
  • Hands-off for you.Researched at each field's own pace and checked, then delivered to your agents weekly by MyZone.
  • Better answers.Current facts, each cited to a dated public source.

Most AI agents are frozen the day they're installed.

The world keeps moving after setup. Your agents don't. Rules change, platforms update and best practices move on, and most teams never find out their agents need refreshing until a customer gets an out-of-date answer.

We tell you where your agents' knowledge is missing or out of date.

Left: a robot assistant puzzling over a dusty old book. Right: the same assistant, glowing, holding a fresh knowledge capsule.
Frozen at setupKnows what it was taught on day one. Kept currentGets checked, cited updates, delivered weekly.

Same question. Fresher answer.

Here's what changes when your agents know what changed.

Example answers

Tax

Without vitamins"Drop your return at a CRA drop box."

With vitamins"Those drop boxes closed on 29 May 2026. File online instead."

Payments

Without vitamins"FedNow payments are capped at $1 million each."

With vitamins"FedNow's per-payment limit has risen to $10 million."

Website speed

Without vitamins"Run the older page-speed audits."

With vitamins"Lighthouse 13, Google's page-speed tool, replaced those audits. Use the new ones."

Privacy

Without vitamins"Indiana and Kentucky's new privacy laws aren't in force yet."

With vitamins"New privacy laws are in force in Indiana and Kentucky from 1 Jan 2026."

Knowledge goes stale in more places than you think

It isn't one kind of knowledge. Laws, tax, payments, privacy, software, AI tools and ad platforms all keep moving.

  • Laws and regulation

    The EU AI Act: who enforces it and when the high-risk rules apply.

    Wrong dates mean wrong advice.

  • Tax and government rules

    Canada's tax agency closed all 45 of its drop boxes on 29 May 2026.

    Old steps send customers to the wrong place.

  • Payments and finance rules

    FedNow's per-payment limit rose from $1 million to $10 million, and new ACH fraud-monitoring rules arrive in 2026.

    Limits and rules decide what's possible.

  • Privacy laws

    New US state privacy laws in force in Indiana and Kentucky from 1 Jan 2026.

    Missing one is a compliance gap.

  • Software and platform changes

    Lighthouse 13, Google's page-speed tool, replaced older page-speed audits.

    Old checks give old scores.

  • AI tools and prompting

    Each new ChatGPT and Claude model generation brings new prompting guidance.

    Yesterday's prompts underperform.

  • Ad platforms and marketing

    Knowledge packs for Google, Meta, TikTok, Amazon and Reddit ads.

    Ad platforms change their rules often.

  • Not sure which of these your agents are missing? We'll tell you.

    Book a call

Inside the vitamin factory

Researched, double-checked, made safe, crystallized and delivered weekly, so you don't have to.

  1. 1ResearchWhat changed in each agent's field, from public sources only. Your business data never goes in.
  2. 2CheckEvery update cites a dated public source. A second AI, from a different AI company, challenges it: keep, revise or drop.
  3. 3Safety rulesPlain, cited facts can apply on their own. Anything touching money, advice or accounts waits for a person.
  4. 4CrystallizeBoiled down into a compact pack your agents can read in seconds. Meet our crystallization agent ↓
  5. 5DeliverAdded to your agents' brains as a separate, organised layer, with a dated "what's new" note, delivered to your agents weekly by MyZone. Every change can be rolled back exactly.
  6. 6RepeatResearch runs at each field's own pace, monthly for most agents. Whatever changed is delivered weekly.
Each step in full

Research. At each field's own pace, monthly for most agents, we research what changed in that agent's field. We use public sources only. Your business data never goes into the research.

Check. Every proposed update must cite a dated public source. A second AI, from a different AI company than the one that proposed it, then challenges each update: keep it, revise it or drop it.

Safety rules. A plain, cited fact, like a new platform limit, a rule change or a new feature, can apply on its own. Anything touching money, regulated advice (legal, tax, medical or financial), client accounts, passwords or access, or contacting people is held for a person to review.

Crystallize. Our crystallization agent condenses the checked research into a compact pack of one-line, sourced facts, rules and known gaps. Research skips what the agent already knows and looks only for what changed.

Apply. The agent's knowledge guide is updated, with a dated "what changed" note. Every change can be rolled back exactly.

Deliver. Each week, whatever changed is delivered to your agents by MyZone, with a short "what's new" note. Each pack is checked before it loads into your agents.

Meet our crystallization agent

A deep research run can read hundreds of thousands of tokens of web pages. Our crystallization agent boils all of that down to a pack of about 1,500 tokens that your agents can actually use. It also decides how each agent's brain is layered, so new knowledge lands in the right place.

Hundreds of thousandstokens of web pages read in a deep research run

A large pile of web pages flows into a small machine and comes out as one small, bright knowledge capsule

About 1,500tokens in the pack your agent reads

  • One-line, sourced facts, rules and known gaps
  • It decides how each agent's brain is layered

Measured, October 2026: packs of 1,450 to 2,600 tokens, with 14 to 33 sourced facts each. In one run, about 10,100 tokens of research notes became a pack of about 1,450.

Each update is a single cited line of at most 280 characters, listed in a dated "what's new" note.

What it would cost to do this yourself

Illustrative estimate

Say you want your industry analyst agent to keep up with how AI is being adopted in your industry, what competitors are doing with AI, and the latest best practices for ChatGPT and Claude, refreshed monthly. Here's roughly what running that yourself would take.

One agent, estimated per month
What you'd have to run yourselfEst. per agent, per month
Deep research on 4 topics$4–12
Check every source with a second AI$2–5
Condense it, merge it with what the agent knows, drop outdated facts$2–4
Extra reading on everyday tasks without a compact packabout $7
Totalabout $15–28

Plus what never shows up on an AI bill: setting it up, scheduling it, fixing it when it breaks, and knowing you need it at all.

Doing it yourself, for a fleet of

  • 10 agentsabout $150–280 a monthabout $1,800–3,400 a yearWith Ai1: Included on Developer Pro or higher
  • 25 agentsabout $375–700 a monthabout $4,500–8,400 a yearWith Ai1: Included on Developer Pro or higher
  • 50 agentsabout $750–1,400 a monthabout $9,000–16,800 a yearWith Ai1: Included on Developer Pro or higher

Illustrative estimate based on published AI research and model prices as of October 2026. Your own costs depend on topics, models and how often your agents look things up.

How we worked this out
  • Four deep-research runs a month, one per topic, at published per-task prices.
  • A second AI re-reads the sources and gives short verdicts, at published model rates.
  • Condensing and merging the findings, at the same published rates.
  • 100 look-ups a month that read a long report of about 20,000 tokens instead of a pack of about 1,500.
  • Confidence: the prices are published; how much research a topic needs is our assumption.

Included on Developer Pro or higher.

See plans & pricing

Checked before it loads into your agents

  • Public, dated sources only.Every update is cited.
  • A second AI from a different AI companychecks every update.
  • Anything touching money, advice, accounts or accesswaits for a person.
  • Every change is reversible,with a dated change log.

By the numbers, as of October 2026

  • 51specialist agents have a knowledge guide
  • 47guides already refreshed at least once
  • 192updates in force from the latest refresh round
  • 0updates rolled back

One of many benefits of running your agents on Ai1

  • You are hereAgent Vitamins.
  • Your own private server.
  • Built into Slack.
  • Approval before anything important.
  • Memory of your business.
  • Bring your own AI tokens.
See plans & pricing

Frequently asked questions

Do my agents really need this?

Most AI agents are frozen the day they're installed, while rules, platforms and best practices keep changing. We tell you where your agents' knowledge is missing or out of date.

Does it cost extra?

Agent Vitamins is included on Developer Pro, Fully Managed and Enterprise, and plan prices stay exactly as they are. We pay for the research and checking; your own AI usage covers your agents reading the packs.

Will it use up my own AI tokens?

The research and checking happen once, centrally, at MyZone, not on your install. Your agents read a compact, already-checked pack only when a task needs it, instead of searching the web on every job.

Is my business data used in the research?

No. The research uses public sources only, and your business data never goes into it.

What if an update is wrong?

Every update must cite a dated public source, and a second AI from a different AI company challenges it before it's kept. Every change can be rolled back exactly. As of October 2026, no update has had to be rolled back.

Can an update change something sensitive on its own?

No. Plain, cited facts can apply on their own. Anything touching money, regulated advice, client accounts, passwords or access, or contacting people waits for a person to review.

Give your agents their vitamins.

Agent Vitamins is included on Developer Pro, Fully Managed and Enterprise. Book a call and we'll tell you where your agents' knowledge is missing or out of date.