WHY AGENTSIRPI
Five reasons teams put agents into production here
01
It turns AI from a chatbot into a co-worker.
Agents plug into real systems and do real work — check a leave balance, triage a security alert, prepare a fleet-wide software fix.
02
It gets AI past the pilot stage.
Every action is tracked, every cost is measured, and risky actions always wait for human approval — the properties that let a company trust an agent with real work.
03
Humans stay in control.
The guiding principle is "agents think, humans act." Anything consequential is held until a person approves it, with a full record of who approved what and when.
04
It works with what you already have.
No rip-and-replace — connects to current systems and can run against them in days, not months.
05
No lock-in on AI providers.
Works with OpenAI, Anthropic, Google Gemini, and locally-hosted models; switch whenever a better one appears.
HOW IT WORKS
One loop, from your systems to a signed-off action
Connect your existing systems → agents investigate and prepare the work → every important action is reviewed and approved by a human, and everything is on the record.
STEP 01
Connect
System connectors speak the Model Context Protocol, so agents work against live HR, IT, security and project data. Company documents and policies go in alongside, so answers come from your information.
STEP 02
Investigate
Agents run on a schedule or on demand, hand work to each other like a human team, and prepare the fix. Guardrails set what they may never do or discuss.
STEP 03
Approve
Prepared actions wait in the approval inbox — one click to approve or reject. The full activity trail shows every lookup, every action, and why.
USE CASES
Three flagship suites, dozens of custom agents
These three are in production today. Any business team can build their own with the same platform.
FOR IT TEAMS MANAGING DEVICE FLEETS (UEM)
The Virtual IT Admin
Every hour it reviews every device: compliant? enrolled? missing security updates? Then writes a plain-language report highlighting what's new and what keeps recurring. It lives inside the IT team's own console as a side panel — nothing new to learn.
Automatic health checks
Hourly fleet-wide review, reported in plain language.
One-click fixes with human sign-off
It prepares the fix and queues it for approval; nothing touches a device until an admin clicks Approve.
Embedded where the work happens
A side panel inside the host console, matching its look and feel.
CUSTOM AGENTS FOR OTHER TEAMS
IT & Security
Automated user onboarding
Creates accounts, assigns licenses, and sends the welcome pack.
Security questionnaire respondent
Drafts answers from company policies and audit reports.
Operations & HR
HR policy assistant
Answers questions about leave, benefits, and workplace guidelines.
Contract review assistant
Flags non-standard clauses and missing terms in vendor agreements.
Knowledge & Search
Company knowledge Q&A
Upload documents and policies; employees get accurate, grounded answers.
PLATFORM
Every capability needed to build, run, and trust agents
A complete platform — from connectors and visual builders to guardrails, human approvals, and evals.
BUILD
Agent Studio
Create an agent — its role, instructions, and what it's allowed to do — in minutes, not months.
BUILD
Visual workflow builder
Design multi-step automations by connecting boxes on a canvas. No programming needed.
CONNECT
System connectors (MCP)
Plug agents into existing software — HR, IT, security, project tools — so they work with live data.
CONNECT
Company knowledge (RAG)
Give agents your documents and policies, so answers come from your information, not the open internet.
BUILD
Test playground
Chat with an agent and try it safely before it goes live.
GOVERN
Full activity trail
See exactly what an agent did, step by step — every lookup, every action, and why.
GOVERN
Safety guardrails
Set rules for what agents may never do or discuss — for example, other employees' salaries.
GOVERN
Approval inbox
CORE
Important actions wait in a queue until a person approves — one click to approve or reject.
OPERATE
Cost dashboard
Know what each agent costs to run, with budget visibility before finance asks.
OPERATE
Quality testing (evals)
Measure and compare agent performance with evidence, so improvements ship with confidence.
OPERATE
Scheduling
Agents run on a timetable — for example, an automatic health check of every company laptop, every hour.
GOVERN
Roles & permissions
Admin, developer, member, and viewer access levels, with a full audit log behind them.
CONNECT
Multi-provider AI
OpenAI, Anthropic, Google Gemini, and self-hosted models behind one switchable gateway.
UNDER THE HOOD
What the platform is actually made of
PROTOCOL
Agents connect to business systems through the Model Context Protocol (MCP), the emerging open standard for tool access — plus agent-to-agent messaging for multi-agent teamwork.
ISOLATION
Multi-tenant by design: each customer's data lives in its own isolated database schema.
MODELS
Four AI providers behind one gateway: OpenAI, Anthropic, Google Gemini, and self-hosted models via Ollama.
ACCESS
Role-based access control (admin / developer / member / viewer) with JWT authentication and rate limiting at the gateway.
QUALITY
Built-in evaluation and benchmarking for measuring agent quality, and streaming responses for a live chat feel.
EMBEDDING
Agents can be embedded inside other products as a side panel, matching the host product's look and feel.
WHO IT'S FOR
Four people in the room
Mid-size to large organizations that want AI to take over repetitive operational work — especially in IT, security, and HR.
Technology leaders
CTO, Head of IT
Real value from AI quickly, without a risky rip-and-replace project.
Security & compliance leaders
CISO
AI cannot take a harmful action without human sign-off, and everything is auditable.
Department heads
HR, IT ops, Security ops
Fewer repetitive tickets; their teams freed for higher-value work.
Agent builders
How fast they can create, test, and improve an agent.
GET STARTED
Ready to run agents that do real work?
Tell us which business system you want to connect first.
Talk to us