profilo-studio

Made by ariya-tech.net

Capabilities

Four disciplines that reach production.

You can engage us for one or for all four. Most projects start with an evaluation and pull in the rest as the system earns them.

Fine-tuning & alignment

When a prompt is not enough, we fine-tune. Supervised runs on your labelled data, preference optimisation for tone and refusal behaviour, and a held-out Arabic evaluation set so gains are real, not vibes.

  • SFT & preference (DPO/ORPO)
  • Arabic + English eval sets
  • Model & weights handed back

from AED 60,000 · 4–6 weeks

Agent systems

Agents that use your tools with typed contracts, run inside guardrails, and leave a trace for every decision. We scope autonomy deliberately — the agent does exactly as much as it has earned the right to.

  • Typed tools & guardrails
  • Readable traces per run
  • Human-in-the-loop handoffs

from AED 90,000 · 6–10 weeks

Retrieval platforms

Grounded answers over your own documents: hybrid search, a re-ranker tuned on your queries, and citations on every response. Permission-aware, bilingual, and evaluated per query rather than per demo.

  • Hybrid search + re-ranking
  • Citations & access control
  • Freshness & drift monitoring

from AED 75,000 · 5–8 weeks

Deployment & ops

The unglamorous part that decides whether any of the above survives contact with users. Inference tuned to a latency budget, observability on every call, autoscaling, and rollbacks that finish before anyone files a ticket.

  • Latency-budgeted inference
  • Full-call observability
  • 24/7 on-call rotation

from AED 18,000 / mo · retainer

// Start a project

How an engagement runs

  1. 01

    Scope & eval

    A week to define the task, write the test set with you, and agree what "good" measures. Fixed price, no model touched yet.

  2. 02

    Prototype

    The smallest system that clears the bar, running against the real eval set — not a curated demo.

  3. 03

    Harden

    Guardrails, latency budget, observability, and the failure modes we can find before your users do.

  4. 04

    Operate

    We deploy, we stay on-call, and the eval set keeps growing from real traffic.

Have a task worth measuring?

Bring the problem and one example of a correct answer. We will bring the evaluation.

Scope a project

Mirage AI

Applied-AI studio in Masdar City, Abu Dhabi. We take models to production and stay on-call for them.

The studio

Hours

Sun – Thu · 09:00 – 18:00 GST · On-call for production 24/7

© 2026 Mirage AI — All rights reserved.

From weights to production

012Mirage AI