# AI Agent Factory

### What is the AI Agent Factory?

Dynamiq AI Agent Factory is a 4‑week consulting sprint that takes you from **use‑case discovery to a production‑ready autonomous agent** running in your own infrastructure. The engagement blends Dynamiq’s battle‑tested reference architecture (hardened in 20+ enterprise installs) with LLM foundation models and our GenAI Ops platform for guardrails, evaluations, and observability.

### Why choose Dynamiq?

* **Speed to Value — 4 weeks** from kickoff to live agent.
* **Enterprise‑Hardened Architecture** with built‑in security, guardrails, and monitoring.
* **Transparent, Fixed‑Fee Delivery** aligned to Well‑Architected & FTR best practices.

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### Target Verticals & Pain Points

| Vertical       | Example Use Case                              | Pain Point Addressed                        |
| -------------- | --------------------------------------------- | ------------------------------------------- |
| **BFSI**       | Regulatory obligation extraction & filing     | Manual compliance workload, fines risk      |
| **E‑commerce** | Product‑catalog enrichment via multimodal RAG | Inconsistent data, slow SKU onboarding      |
| **Telco**      | Autonomous ticket triage & resolution         | High first‑response times, siloed knowledge |

### Engagement Scope

| **In Scope**                          |
| ------------------------------------- |
| • Secure ML / RAG architecture design |
| • IaC deployment                      |
| • Agent orchestration                 |
| • Custom guardrails & eval harness    |

### Customer Outcomes

* **✔ Live agent in ≤ 4 weeks**
* **✔ > 30 % reduction in manual effort** (average across pilots)
* **✔ 25 % lower cost per inquiry**

### Engagement Highlights

1. **Week 1 – Discovery & Prioritisation**\
   Stakeholder interviews, process mapping, and KPI baseline.
2. **Week 2 – Architecture & Security Design**\
   High‑level design, data‑classification, and quota planning.
3. **Week 3 – Build & Configure**\
   IaC deployment, agent orchestration, guardrail tuning.
4. **Week 4 – Pilot & Production Launch**\
   UAT, cost/perf optimisation, knowledge‑transfer workshops.

### Ready to start?

Contact [**sales@getdynamiq.ai**](mailto:sales@getdynamiq.ai) for a scoping call.