For SaaS products

Your agent's model bill grows with every customer you win. Razoo makes each one need the model less.

Razoo sits underneath the agent in your product and learns each customer's repeat decisions. Those decisions then run instantly, deterministically, and for nothing, so margin per tenant stops eroding and users get the same answer every time. When an action matters, your user confirms it in your interface. One package; policy names a tier, never a vendor.

Install the SDK Talk about an embed licence

Every product that ships an agent hits the same three walls. The model bill grows with every customer you win, and it eats the margin. The agent gives a different answer on Tuesday than it gave on Monday, and users stop trusting it. And the first enterprise buyer asks how actions are approved, audited, and reversed. Razoo answers all three, built once, underneath your product.

Margin per customer stops eroding

Model cost per tenant is the line that eats SaaS margin. With Razoo the share of each customer's decisions that still call the model falls month by month. Their usage grows. Your cost for them does not.

Results users can rely on

A learned decision runs instantly and gives the same answer every time. No latency spikes, no drift between calls, no waiting on a provider. The model is reserved for the genuinely new.

Safe actions, in your interface

Your agent proposes, your user confirms in your interface. Money and legal actions always need a named person. Every decision is explained and per tenant, which is the governance story your enterprise prospects can sign.

Model cost per tenant

A customer's usage keeps growing. What they cost you to serve does not.

Every repeat decision a customer's people confirm becomes one your product answers without a model call. Multiply that across every tenant and the model line on your cost of revenue flattens while the product keeps getting faster. Illustrative model; your number comes from your own conversion report.

Your model spend today$25k a month

$2k$2.0M+

Month 12, without

$47.5k

Month 12, with Razoo

$13.3k

Saving by month 12

$34.2k/mo

72% of that month's bill

Year one, cumulative

$222k

ramps from zero as rules are earned

Without RazooWith Razoomonthly model spend · illustrative

Illustrative model, not customer data. Nothing is saved in month one; the saving ramps as rules are earned, which is why the year total is less than twelve times the month-twelve gap. Starts from $25k a month of model spend, growing 6% month on month with usage, and a conversion curve that leaves 28% of decisions on the model by month twelve. Your own numbers come from your conversion report.

View as a table

Month	Still on the model	Without Razoo	With Razoo	Saved
1	100%	$25k	$25k	$0
2	86%	$26.5k	$22.9k	$3.6k
3	74%	$28.1k	$20.9k	$7.2k
4	64%	$29.8k	$19k	$10.8k
5	55%	$31.6k	$17.2k	$14.3k
6	47%	$33.5k	$15.7k	$17.7k
7	41%	$35.5k	$14.4k	$21k
8	36%	$37.6k	$13.4k	$24.1k
9	32%	$39.8k	$12.8k	$27k
10	30%	$42.2k	$12.5k	$29.7k
11	28%	$44.8k	$12.7k	$32.1k
12	28%	$47.5k	$13.3k	$34.2k
Year		$422k	$200k	$222k

How it fits

Your product. Your users. Razoo underneath.

The SDK is a library, not a service. It runs inside your process, keeps its state in a database you control, and exposes submit, propose, confirm, drain, and explain as functions. Your agent framework and your model provider stay exactly as they are.

One engine per tenant

Each customer's decisions, evidence, and learned rules are isolated. What one tenant's people teach the agent never leaks to another.

Confirm lives in your interface

Pending actions are data. Render them in your queue, your inbox, your mobile app. Razoo never puts a screen in front of your users.

Explain on demand

When a customer asks why the agent did something, you call one function and show them: which rule, which evidence, who confirmed, how many tokens.

Model-agnostic by construction

Policy names a tier, fast or capable, never a vendor. Switch providers or run several without touching a rule.

inside your product · one engine per tenant

import { bootEngine, submitWork, proposeAction, confirmAction }
  from "@engine/sdk";

// your agent decides something for a customer
const work = await submitWork({
  work_type: "support_refund", source: "your-app", subject, ctx,
});
const staged = await proposeAction({
  workItemId: work.id, actionId: "issue_refund", ctx,
});

// your UI shows the pending action to your user
// they click Approve in your product, not ours
await confirmAction(staged.id, ctx);

Who builds on it

Any product where an agent acts on a customer's behalf. Especially where money, contracts, or messages are involved.

Construction and field operations

Purchase orders, progress claims, variations, supplier invoices.

Property and real estate

Maintenance requests, arrears follow-up, lease renewals, owner reporting.

Insurance broking and claims

Coverage checks, renewal chasing, claim triage, compliance flags.

Legal and contract tools

Completeness, signature status, expiry, value thresholds, clause review routing.

Accounting and bookkeeping platforms

Invoice coding, approval routing, supplier matching, month-end queries.

Customer support platforms

Ticket triage, staged refunds, escalation, drafted replies in the customer's tone.

CRM, sales, and revenue tools

Lead triage, quiet-lead resurfacing, renewal outreach, discount approvals.

HR and recruiting platforms

Screening routing, interview scheduling, onboarding steps, leave approvals.

Healthcare and clinic administration

Appointment follow-ups, referral routing, billing queries, consent checks.

Logistics and field service

Exception handling, dispatch approvals, delay notifications, proof-of-delivery disputes.

E-commerce operations

Returns and refunds, chargeback responses, supplier reorders, review replies.

Vertical AI assistants

Any assistant that sends, books, files, or pays on a user's behalf and needs a human to stay in charge.

The embed licence

One agreement. Every tenant you have.

Embedding Razoo in a product you sell is covered by the Embed agreement, with the SDK as a packaged tarball. It is priced as a platform fee plus a per-tenant component, so it scales with your customer base and never with your seat count.

Packaged SDKPer-tenant meteringNamed-person confirms

What you get

The SDK, the documentation, and JSON Schemas for every agent file, generated from the same validators doctor uses.
Per-tenant decision metering you can pass through to your own pricing if you choose.
A governance story for your enterprise prospects: explained, confirmed by a person, revocable, isolated.
Engineering support during integration and a shared roadmap for the connectors your customers need.
The technical review and security pack, under NDA, to hand to your own customers' security teams.

design partners: free during the program, preferred terms at GA

Bring the product. We will govern the agent inside it.

Design partner slots are open for one SaaS product embedding the SDK. Free during the program, preferred terms in writing before you start.

Talk about an embed Read the SDK reference