NextAI concept

Superagent

An agent that owns a whole process, not a task.

A Superagent is an AI agent that takes ownership of a business process end to end: it receives the trigger, queries the Enterprise Brain, executes the actions in your systems and escalates to a person only on exceptions. It is measured by its Operational Autonomy Ratio, not by how many messages it answers.

Build your service and estimate ↗

One process, with an exit for exceptions

Autonomy is designed around explicit decisions and limits.

Download SVG
EventAn email, a request or a change arrives
ContextQuery the data and rules of the process
Check the scopeIs the action allowed and the case clear?
Within scope
Execute and recordOnly within the permissions configured
Needs judgement or authorisation
Human reviewException, doubt or approval required
Close the caseResult, evidence and measurement of the process

Design flow. Permissions and approvals must be enforced in the tools that carry out the actions.

What a superagent is not

Not a chatbot with a better prompt

A more elaborate script still neither executes nor remembers. The leap is process ownership, not wording.

Not a rigid automation

An if-then flow breaks on the first exception; a superagent reasons about the case and decides whether to escalate.

Not autonomy without limits

Its authority is declared before it is switched on and every action is audited.

Scale

From chatbot to superagent

( Four levels, one leap )

Almost everything the market calls an “agent” lives at levels 2 and 3. The difference is not the quality of the text: it is how much work finishes without anyone touching it.

N1RAO 0–5%

Chatbot

Answers from a script over an intent tree. It does not remember, does not execute and does not learn.

░░░░░░░░░░
N2RAO 5–20%

Copilot

Suggests inside a tool. It speeds the person up, but the person still does the work.

██░░░░░░░░
N3RAO 20–50%

Task agent

Executes one narrow task autonomously: classify, extract, draft, update a field.

█████░░░░░
N4RAO 70–95%

Superagent

Owns the complete process: triggers it, reasons over the Brain, executes it, closes it and documents it.

█████████░
Anatomy

How a superagent works

( From trigger to close )

A superagent does not wait for orders: it waits for events. This is the full cycle it runs every time its process is triggered.

A business process travelled end to end by a superagent, with a branch that escalates to human supervision
01
Trigger

A real event opens the process: an incoming email, a form, a stage change in the CRM, a time of day, a missed payment.

02
Context

It queries the Enterprise Brain: customer history, internal policy, precedents and the documents that apply.

03
Plan

It breaks the process into steps and chooses tools. If a critical piece of data is missing, it asks before acting.

04
Execution

It writes to the systems: creates the record, sends the reply, issues the invoice, books the slot, updates the pipeline.

05
Exception

Faced with a high amount, ambiguity or risk, it stops and escalates to a person with the case file already assembled.

06
Close

It documents what was done, leaves an auditable trace and returns the result to the channel where the process began.

Scope

One superagent, several processes

( Without changing your tools )

A superagent is not a per-task automation. It takes charge of several complete processes in parallel and runs them on the stack your company already has.

Four parallel workflows running simultaneously inside a single superagent

Several processes at once

A single superagent can run more than one process: quoting, follow-up and chasing late payments can live in the same agent when they share context and systems.

One agent, several entry points

Each process has its own trigger — an email, a form, a stage change, a time of day — and the agent decides which one it handles without mixing criteria.

On your current stack

You do not need Cortex or any platform of ours: the superagent connects to the tools you already use and works inside them.

Zero migration

Your CRM, your ERP, your email and your spreadsheets remain the source and the destination. Nothing is replaced and your data does not move.

Rollout

The processes handed over first

( The real flow, step by step )

You start with processes of high volume, repeatable judgement and reversible consequences. The RAO figures are indicative reference ranges, not promises.

Sales

RAO ~78%

From lead to sales-ready opportunity

  1. 1The lead arrives via the website, WhatsApp or LinkedIn
  2. 2The agent researches the company and cross-checks it against history
  3. 3It scores, discards or books a meeting with the right person
  4. 4It writes the opportunity and the note into the CRM
████████░░

Customer service

RAO ~84%

Case opened, case closed

  1. 1The query arrives by email, chat or WhatsApp
  2. 2It retrieves the contract, orders and previous incidents
  3. 3It resolves the case or processes it in the system
  4. 4It escalates only for complaints or contractual exceptions
████████▌░

Finance

RAO ~71%

From the document to the settled entry

  1. 1It captures the invoice from email or the supplier portal
  2. 2It extracts, validates against the order and spots discrepancies
  3. 3It posts the entry and reconciles the bank movement
  4. 4It chases late payments with escalation by ageing
███████░░░

Operations and purchasing

RAO ~66%

Management by exception

  1. 1It watches stock, lead times and reorder points
  2. 2It compares real consumption against the forecast
  3. 3It issues the purchase proposal to the right supplier
  4. 4It raises an alert only when the scenario falls outside range
██████▌░░░
Where it acts

The systems it executes in

( It writes, not just reads )

A superagent is worth what it leaves done, not what it looks up. It connects to your current stack — with no platform of ours in between — and writes to it: the same tools, the same permissions and the same records your team uses.

The tools of the company's current stack connected to one another with no system migrated

CRM and sales

SalesforceHubSpotAttioZoho CRMLinkedIn

ERP, finance and payments

QuickBooksFreshBooksStripeSquarePolarMoneybirdWaveExcelGoogle Sheets

Communication and channels

SlackMicrosoft TeamsGmailOutlookWhatsAppTelegramIntercomGorgias

Documents and productivity

Google DriveOneDriveDropboxNotionConfluenceGoogle DocsWordSlidesSharePointBox

Projects and operations

AsanaClickUpWrikeJiraLinearGoogle CalendarCalendlyTypeformGoogle Forms

Data and analytics

SnowflakeBigQueryDatabricksSupabaseAirtableGoogle AnalyticsSearch ConsolePostHogSentry

Marketing and visibility

MailchimpKlaviyoOmnisendGoogle AdsMeta AdsInstagramTikTokFacebook PagesWixContentful

People and governance

BambooHRDocusignGitHubGitLabPagerDuty
Governance

How far it can go on its own

( Declared authority )

The question that decides whether a superagent reaches production is not what it can do, but what it is allowed to do without asking. That is declared before it is switched on.

Full autonomy

Reversible, low-impact actions: classify, reply, update, schedule, document.

Autonomy with notice

Executes and notifies: issuing a standard invoice, creating a record, sending to a known customer.

Prior approval

Amount above threshold, terms outside policy, customer in dispute, sensitive personal data.

Forbidden

Anything not declared within its scope. The agent does not improvise outside its registry entry.

Agentes de voz

Los superagentes también hablan

Nuestros superagentes llaman por teléfono y también se les puede llamar. Voces naturales en español de España, 24/7, desde 0,20 € por minuto. Pruébalos en vivo.

Ver agentes de voz

How does Superagent apply to your company?

Tell us how your operation works today and we will tell you what can be built and where to start.

Book your Digital Audit
NEXTAI / BUILT FOR YOU

Build your service. See your estimate.

Choose what your process needs. See indicative setup and monthly costs instantly, without sharing your contact details.

01 / Your starting point

Superagent

An agent that runs a process, uses tools and asks for review when needed.

  • One agent and one defined use case
  • Instructions, context and authority limits
  • Web channel, testing and activity log
Indicative initial scope, agreed with the team before contracting.
02 / Add connections and features

These €100–€300 options cover scoped configurations using available, compatible connectors or templates. Having an API does not make every integration standard. If development is needed, add a custom estimate below.

Custom integrationsOptional · APIs, MCP and software without an API

We work with REST, GraphQL and SOAP APIs, webhooks and MCP: from exchanging data between apps to giving agents tools. We check compatibility, permissions and scope before confirming each connection.

No API in your software?

We can assess building an API when authorised access to code or data is available. File exchange, bridges or interface automation may also work. Some systems do not allow this: we check feasibility before quoting the build.

Choose your main requirement

One build for one system and process. If you need several, the team will prepare a combined estimate. Do not add a standard module for that same connection.

What can change the estimate

Ranges reviewed in September 2026 for a scoped build, checked against published vendor pricing. These are NextAI estimates, not a statistical market average. More systems, write access, complex authentication, poor data quality or high availability can exceed the range. The final quote defines scope, testing and documentation. Licences, infrastructure, usage and dedicated maintenance are scoped separately.

Ready to apply this to your business?

Eva helps you choose. Our team scopes your project.

Book an audit · €290 ↗