Engineered Performance through AI
We help organizations integrate AI intelligently — boosting speed, quality, efficiency and insight across every process.
From quick wins with battle-tested models to deep custom systems that become your competitive edge — we guide the entire journey.
We embed powerful LLMs and agentic systems where they deliver the highest return — with reliability, security and scale built in from day one.
Our focus: measurable performance uplift in operations, decision-making, customer experience and innovation velocity.
| Situation | Best Path | Why MAID Recommends This |
|---|---|---|
| Standard tasks (chat, summarization, classification, basic search) | Use existing frontier models + light orchestration | Fastest time-to-value, lowest cost, excellent quality in 2025/2026 |
| Domain-specific language or very high volume with strict cost control | Fine-tune or distill open models | Significant cost savings + better control over behavior and data privacy |
| Proprietary processes, unique data advantage or strategic moat | Build custom model / full agent system | Creates lasting differentiation — we help define what is truly worth owning |
| Need full transparency, on-prem or regulated environment | Hybrid: open models + private inference | Compliance + performance balance without reinventing everything |
| Unsure where you stand today? | We run a quick maturity & opportunity scan — no fluff, just clarity | |
MAID – Precision AI Engineering
Performance. Control. Results.
