arosplatforms™AI consultancy

AI

ar

Agents & Automation

AI Agents & AutomationWorkflows that run themselves.

Multi-step agents that plan, call tools, and complete real work, with the control, guardrails, and observability to run them in production.

multi-step
real work
in control
guardrails + HITL
observable
every action
3-8 wks
to first ship
arAgent Live
Plan2

Fetch records

Draft reply

Running1

Call CRM API

Review1

Send · needs approval

The overview

Workflows that run themselves.

Agents are powerful and dangerous in equal measure, the difference is engineering. We build agents that complete real, multi-step work while staying controllable and observable.

We design the agent architecture, integrate the tools and systems it needs, and put humans in the loop where the stakes demand it, all under full observability.

The result is automation you can trust to run, with the controls to sleep at night.

See it in action

Agents, under control.

Scroll through it, the screens move with you.

01 Agent plan

Plans you can see and steer

The agent plans multi-step work transparently, so you can approve and steer, not just hope.

arAgent Live
Plan2

Fetch records

Draft reply

Running1

Call CRM API

Review1

Send · needs approval

02 Observability

Every tool call, logged

Tool calls, inputs, and outputs are observable, so you can debug and trust what runs.

arTrace Live
Tool: search_db ✓120ms
Tool: send_email · heldreview
Guardrail: PII redactedok
03 Runs

Reliable runs at scale

Runs tracked with success, cost, and latency, so automation stays dependable.

arRuns Live
99.2%
success rate
4.1s
avg run
$0.03
per run
What's included

Everything in the engagement.

Agent architecture

Design agents that plan and complete multi-step work reliably.

Tool & system integration

Connect agents safely to your tools, APIs, and systems of record.

Human-in-the-loop design

Put approvals and review where the stakes demand it.

Observability

Trace every plan, tool call, and output for trust and debugging.

Guardrails

Constrain what agents can do, with policy and safety checks.

Owned & governed

Runs in your environment with governance and audit.

How we engage

A clear path from kickoff to value.

01

Scope & align

We align on goals, constraints, and what success looks like, then scope a focused engagement with a clear baseline.

02

Assess & design

We assess your starting point and design the approach, architecture, and sequencing before a line of code.

03

Build & deliver

We build and ship in the open, with checkpoints and your team alongside, never a black box.

04

Operate & hand over

We harden, document, and hand over. Your team owns it, with managed support where you want it.

The outcomes

Results you can measure.

99%+

Run reliability

automation you can depend on

hours

Reclaimed weekly

multi-step work, automated

traceable

Every action

observable and governed

Who it's for

Built around your starting point.

Operations

Back office

Automate multi-step processes end to end with control.

Support & success

Customer ops

Resolve and route with agents that act, not just chat.

Analytics & RevOps

Data work

Automate research and data tasks with observable agents.

By industry

AI Agents & Automation for your industry

Deep-dive pages with sector-specific use cases, delivery steps, and FAQs.

Tools we work with

SalesforceSlackZendeskHubSpotWorkdaySnowflakeREST/GraphQL APIsZapier
Questions

Frequently asked.

With guardrails, scoped tools, and human-in-the-loop approvals where stakes are high, all under full observability.

Automate real work, in control

Book a working session and we'll map AI Agents & Automation to your operation, then move fast.