AI agents formost complexworkflows

Build agents. Run them through one API.
Skills, guardrails, behavior. All in natural language.

curl example

curl -X POST "https://api.wiro.ai/v1/UserAgent/Message/Send"  \
  -H "Content-Type: application/json" \
  -H "x-api-key: ${YOUR_API_KEY}" \
  -d '{
    "message": "Find this week's most visited products in GA4,
    draft a WordPress blog post about them,
    then generate a related cover with Nano Banana on Wiro
    and publish it."
  }'

Meta Ads

Google Analytics 4

Website

Apple App Store Apps

Google Play Apps

Adjust

Twitter / X

Google Drive

Instagram

Facebook

Mailchimp

TikTok

Brevo

Google Calendar

HubSpot

Twilio Voice

SendGrid

Apollo

See it run

Agent runs your multi-step strategy.

Reads your message, plans the steps, runs them across your integrations. No new UI to build. Just the result.

Agent Chat

Each

Custom Skill

Reading your message…

Real teams. Real outcomes.

Manual workflow vs. shipped agent across three real team setups.

Support

Knowledge-base assistant

Tickets auto-resolved
Manual~10%
Agent~80%
First response
Manual~4h
Agent<60s
Always-on coverage
ManualMon–Fri
Agent24/7

Sales

Lead-gen + outreach

Pipeline lift
Manual1×
Agent5×
Prospecting hours
Manual40h / wk
AgentAlways-on
Workflow simplicity
Manual6 tools
Agent1 motion

Operations

Scheduled skills

Triage automated
Manual0%
Agent~40%
Cron infra to run
ManualSelf-built
AgentManaged
Time saved / week
Manual0h
Agent~4h

Reimagine how work gets done

Every team. Every workflow.

Agents tuned to the way you actually work.

Customer Support

Resolve tickets across every channel. Escalate when it matters.

Sales

Prospect. Qualify. Follow up. Book meetings 24/7.

Marketing

Draft on-brand content. Manage campaigns. Track performance.

DevOps

Triage incidents. Run runbooks. Escalate before downtime.

Data

Run reports. Summarize trends. Deliver insights on schedule.

Content

Research. Write. Publish. Across every channel.

Operations

Automate approvals. Track status. Sync systems of record.

IT

Onboard users. Reset access. Route requests. Document everything.

Build with skills

Instructions, knowledge, guardrails. Composable as code.

Instructions

Define behavior in natural language. Iterate. Version every change.

You are a marketing
assistant. Professional
tone. No competitors.

Skills

Reusable capabilities. Send emails, run ad campaigns, post on social.

social-post  ·  analytics-report
email-send  ·  file-upload

Knowledge

Connect data, files, and sources of truth. Memory across sessions.

Google Drive  ·  uploaded files  ·  API endpoints  ·  session memory

Guardrails

Keep agents safe, compliant, on-brand. Defined in plain English.

Redact PII.
Refuse off-topic.
Escalate when uncertain.

Why agentic

Agents adapt. Workflows break.

Ship agentic workflows to production in days, not quarters. Wiro picks the right tool, runs across every connection you already have, and recovers when something changes.

Manual

Custom code per integration. Every change is a release.

$ cat src/agents/lead_enricher.py
async def enrich(lead_id):
    contact = await hubspot.get(lead_id)
    profile = await linkedin.scrape(contact.email)
    await gmail.send(template(contact, profile))

$ python -m agents.lead_enricher
TypeError: 'NoneType' has no attribute 'email'
# hubspot renamed the field. update mapping. retest. redeploy.

Every integration is hand coded
One schema change, one new bug
Every change ships as a release

Workflow tool

Visual UI workflows tangle the moment your logic gets complex.

Step by step, brittle
Every integration is manual
No decisions, just paths

Agentic

Markdown skills that pick the route and recover on their own.

lead-enricher.skill.md

---
name: Lead Enricher
schedule: "0 9 * * 1"
auth: oauth/{{tenant}}
---

## Goal
Enrich new HubSpot contacts with
LinkedIn data each Monday at 9am.

## Tone
Professional. Concise.
Skip prospects with < 10 employees.

Decides the route
Auth once, run anywhere
Recovers on its own

Architecture

Built for enterprise scale.

One runtime. Your infrastructure. Your control.

Management Layer

Real-time observability across every agent run
Audit-ready trace logs and one-click rollback
SOC 2 and ISO 27001 friendly out of the box

Business Context Layer

Versioned markdown skills grounded in your data and tools
Review like code, ship like config
No redeploy needed for prompt or playbook updates

Orchestration Layer

One runtime, every channel — REST, WebSocket, webhooks, cron, chat
Sessions stay fully isolated per request
Dedicated agents per team across your organization

Infrastructure Layer

Dedicated container per agent
Multi-model, multi-cloud, VPC-ready
Bring your own keys, OAuth, and region

The Wiro Agent difference

One layer. All set.

Forget the UI maze. Custom Skills handle guardrails, recovery, output, and brand voice. In plain English.

No code. Just markdown.
Iterate. No redeploy.
Version every change. Revert in one click.

Mission Tools Voice Guardrails

Custom-Skill-Marketing.md

# Marketing Agent

You are our marketing agent for an ecommerce brand.
Your mission is to drive organic acquisition and revenue.

## Tools you can access
- Google Analytics 4: read traffic and top products
- Google Drive: pull brand briefs and assets
- WordPress: publish SEO-ready blog posts
- Mailchimp: send newsletters to subscribers
- Nano Banana on Wiro: generate covers (16:9)

## Voice
Clear, helpful, no jargon, no hype.

Production-ready