The Raisy Blog: everything prepared, you just decide
The Raisy Blog

Everything prepared. You just decide.

How Raisy builds an AI company operating system: the architecture, the ROI math, and how bots earn the right to run autonomously. Every number is auditable.

Multi-Agent Supervisor Architecture, Compared
VisionOct 7, 2026

Multi-Agent Supervisor Architecture, Compared

J.P. Morgan runs one supervisor over three sub-agents. Raisy runs a Chief of Staff over process rooms that own state. Where the two designs diverge.

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An OpenAI Dots Alternative for Companies
VisionOct 1, 2026

An OpenAI Dots Alternative for Companies

Dots gives one person their own computer. A company needs one owner for a function, a gate before anything leaves, and a number somebody watches.

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Raisy Closed Beta Is Open: Fundraise and Sell at Once
AnnouncementSep 18, 2026

Raisy Closed Beta Is Open: Fundraise and Sell at Once

Raising takes months you should be spending on sales. Raisy does the toil on both, and you keep the decisions. The gates close at the end of September.

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Lead Response Time: the 100x Cost of a Slow Reply
ResearchSep 15, 2026

Lead Response Time: the 100x Cost of a Slow Reply

The average first response to an enquiry takes 42 hours, and 23 percent get no reply at all. The measured cost of a slow reply, and why the first hour decides.

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Warm Intro vs Cold Email: 1 in 10 Cheques Is Cold
ResearchSep 15, 2026

Warm Intro vs Cold Email: 1 in 10 Cheques Is Cold

About one in ten VC cheques starts from a cold email. The measured science of warm introductions, and what cold outreach is still good for.

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Pre-Seed Round Size: Same Money, 22% Fewer Deals
ResearchSep 15, 2026

Pre-Seed Round Size: Same Money, 22% Fewer Deals

Pre-seed put the same dollars into 22% fewer deals in Q2 2026. What that changes about sizing and scheduling a round, and the close date we publish for our own.

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Your Investor Database Keeps Dying. Here's the Fix.
ProductAug 26, 2026

Your Investor Database Keeps Dying. Here's the Fix.

A generic scraper reads one VC's site and hears “Early stage capital for developers” instead of “Abstraction Capital.” Here's the enrichment strategy that keeps an investor database accurate, fresh, and self-maintaining.

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Plain Text vs HTML Email: Which Passes 4 Filters?
ResearchAug 26, 2026

Plain Text vs HTML Email: Which Passes 4 Filters?

Cold email passes four independent spam filters, not one. We break down what each layer checks and why plain text and HTML trip it differently.

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Startup Funding Stages, and Who Writes the Cheque
EducationAug 26, 2026

Startup Funding Stages, and Who Writes the Cheque

Pre-seed, seed, Series A, B, C: what each round actually means, who writes the check, how big the tickets are, and what you need to show before you raise it.

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Raisy Waitlist Is Open: Fundraise and Sell at Once
AnnouncementAug 25, 2026

Raisy Waitlist Is Open: Fundraise and Sell at Once

Raising takes months you should be spending on sales. Raisy does the toil on both, and you keep the decisions. The waitlist closes soon.

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Investor Outreach Cost: the Full Price List
ProductAug 23, 2026

Investor Outreach Cost: the Full Price List

What does reaching an investor really cost? The DIY stack, the hidden infrastructure, and Raisy’s full price list: with an interactive plan finder.

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AI Investor Outreach: From URL to Sent Message
ProductAug 17, 2026

AI Investor Outreach: From URL to Sent Message

Investor databases give you lists. AI SDRs send generic email. Raisy runs the fundraising outreach flow from URL to sent message, with a human gate on every send.

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Prompt Engineering 190 vs Agent Memory 238
ResearchAug 14, 2026

Prompt Engineering 190 vs Agent Memory 238

Four prompt-engineering strategies averaged 190 on a 290-point rubric. Structured memory scored 238 on the same task, same model, same judge. The full run, including what it does not prove.

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AI Agent Reliability: Hallucinating 3-12%
ResearchAug 13, 2026

AI Agent Reliability: Hallucinating 3-12%

AI agents hallucinate 3–12% of the time, fall short on most office tasks, and forget what you teach them. Here are the numbers, and what governed autonomy does about it.

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Human-in-the-Loop AI: Bots Prepare, Humans Decide
VisionAug 6, 2026

Human-in-the-Loop AI: Bots Prepare, Humans Decide

The question is not whether AI replaces you. It is whether you can review what it prepares. Raisy’s rule: bots prepare, humans gate every external action.

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Website to AI Company: Paste a URL, Get a Department
ProductAug 6, 2026

Website to AI Company: Paste a URL, Get a Department

Paste a website URL and a department shows up. The step-by-step path from your public presence to proposed bots and deployed processes.

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AI Process Orchestration: Why Prose Playbooks Break
EngineeringAug 6, 2026

AI Process Orchestration: Why Prose Playbooks Break

A playbook in prose is not auditable. A process written as a directed graph of bot steps with approval gates is. How Raisy makes repeatable methods reviewable.

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Versioned System Prompts Without Losing History
EngineeringAug 6, 2026

Versioned System Prompts Without Losing History

Edit a system prompt and you lose history. Edit a kernel and you create a new immutable version. Why Raisy treats every rule a bot knows as a versioned contract.

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AI Agent Audit Trail: Every Action Leaves a Receipt
EngineeringAug 6, 2026

AI Agent Audit Trail: Every Action Leaves a Receipt

Every bot call and process run writes an immutable, dated log row. Here is how Raisy turns AI audit trails into something you can point to.

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An AI Company Operating System That Logs Everything
VisionAug 3, 2026

An AI Company Operating System That Logs Everything

Paste a URL and get a running AI company: bots for every department, processes for every function, every action logged. Raisy is not another tool.

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A 20-Role AI Department for $24K a Year
ValueAug 3, 2026

A 20-Role AI Department for $24K a Year

A full department of bot workload for $24,000 a year, with people at every decision gate. The Raisy ROI math, with the numbers.

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AI Agent Lifecycle: Hired, Promoted, Fired
EngineeringAug 3, 2026

AI Agent Lifecycle: Hired, Promoted, Fired

Hired, reviewed, promoted, fired. Raisy bots have a lifecycle, a confidence score, and an audit trail, so you scale trust the same way you scale work.

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The Fundraising Funnel: Where 1,320 Reachouts Go
ResearchOct 9, 2026

The Fundraising Funnel: Where 1,320 Reachouts Go

Eight steps stand between an investor list and a signed round, and four of them have never been measured. The figure walks all eight, and shows separately what a fit-ranked list is worth: the reply band moves from 2-5% to 3-10%.

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