You've experimented with AI. Now make it work.

Most companies have tried AI. Few have made it work where it matters — inside their actual operations. We build the systems that close that gap.

Book a Discovery Call See how it works

In 30 minutes, you'll know whether AI can make a real difference in your operations — and where to start.

Agent Runtime — Live
Scraped 14 competitor price pages
2.3s · zero errors
Done
Cross-referenced against product catalog
340 SKUs matched
Done
Generating pricing recommendations
Analyzing margin thresholds
Running
14s
Avg Task Time
99.7%
Uptime
847
Tasks / day
How It Works

From conversation to working system.

Four steps. Each one builds on the last. You see results before you commit to the next.

Discovery Call
In progress
14:32
Your biggest bottlenecks Current tools & systems Where AI fits Recommended next step
AI Systems Audit — Findings
Opportunity #1: Automated Data Pipeline
Data from 5 sources consolidated manually · 12h/week · prone to drift and silent failures
High ROI
Opportunity #2: AI-Powered Decision Agent
Pricing decisions made reactively · no real-time competitor data · margin leakage ~8%
Strategic
Opportunity #3: Monitoring & Alerting
No anomaly detection on key metrics · issues caught 24–48h late by humans
Projected Impact
3 systems automated · ~€12K/month in recovered margin and labor · issues caught in minutes, not days
app.mirrora.ai / dashboard
Agent Pipeline — Live
847
TASKS TODAY
0
FAILURES
Price adjustment agent completed
2 min ago · 14 SKUs repriced
Anomaly scan passed
8 min ago · all metrics within bounds
Competitor data ingestion running...
In progress · 6 of 14 sources
System Performance — Month 3
99.7%
Uptime
4.2s
Avg Latency
3.2×
ROI
Week 1Week 12
Self-Optimization Active
Agent detected that batch processing at 6 AM completes 23% faster than midday. Schedule adjusted automatically — no human intervention needed.
Applied

Discovery Call

30 minutes. You describe your operations and pain points. We listen, ask the right questions, and give you a directional answer — can AI help, and where should you focus first?

AI Operations Audit

We go deep into your workflows and systems. You get a concrete report: specific automation opportunities, estimated hours saved, expected ROI, and a step-by-step implementation plan.

Build & Deploy

We pick the highest-impact opportunity from the audit and build it. Integrated with your existing tools, tested in your environment, running in production within weeks.

Monitor & Optimize

The system is live but not static. We track performance, catch issues before they escalate, and continuously improve accuracy and efficiency as your business evolves.

Who This Is For

You've tried AI. You've hit the ceiling.

We work best with companies that recognize these signals:

Your team uses AI tools informally, but nothing is integrated into actual operations.
You've piloted AI projects that showed promise but never made it to production.
You have operational complexity that generic AI tools can't handle out of the box.
You need measurable ROI from AI — not another proof of concept that goes nowhere.
Our Work

Systems we've built.

Real systems across telecommunications, e-commerce, and enterprise operations. Not concepts — engineered solutions solving real problems.

Network Engineering

Autonomous network optimization AI agents.

Multi-agent system that optimizes mobile network performance. Replaces continuous manual work with autonomous decision-making.

Autonomous decision making Read case study →
E-Commerce

Agentic Shopper.

Autonomous AI agent that executes complex multi-step workflows end-to-end. Catches UX friction, broken flows, and conversion blockers before real customers do.

Agentic workflows Read case study →
Telecommunications

5G Device Positioning Algorithm.

Proprietary algorithm that locates mobile devices from standard 5G measurement reports. No GPS, no new hardware, no user data exposed. Designed for driveless network testing.

Custom algorithm design Read case study →
AI Commerce

AI order attribution & revenue recovery.

Detecting which e-commerce orders originate from AI shopping assistants, measuring what that costs, and recovering the lost revenue automatically.

Proprietary detection engine Read case study →
About Mirrora

We build systems,
not presentations.

Most AI consultants connect ChatGPT to your email and call it transformation. We engineer real systems — multi-step workflows with error handling, integrated across your actual tools, built to run without supervision.

Engineering AI systems since 2022 — from custom multi-agent reinforcement learning to agentic flows — for clients across the US and Europe. We work with a focused network of engineers and domain experts — assembling the right team for each engagement.

Direct access
You talk to senior engineers building your system. No layers. No handoffs.
Honest assessments
If AI won't solve your problem, we'll tell you. No engagement for the sake of billing.
Outcomes, not hours
Scoped deliverables, clear pricing at each phase. You know what you're paying for before we start.
Next Step

Find out if AI can actually
move the needle for you.

Book a free 30-minute AI Discovery Call. We'll assess your operations, give you a directional answer on where AI can help, and tell you honestly whether it's worth pursuing further.

Book a Discovery Call hello@mirrora.ai

No sales pitch. No NDAs before hello. Just a conversation about what's costing you time.