Technology engineering
How We Work

From discovery
to live agent.

No strategy-deck-first engagements. No six-month discovery phases. We move from scoping to a working proof of concept in four weeks — and to production in eight.

The Process

Five phases.
6-8 weeks to production.

01
Discovery & Scoping

We map your target process end-to-end, assess your data landscape and integration points, define success metrics in hard business terms, and identify risks and compliance requirements. You get a written scope, a delivery timeline and a fixed price — before committing to anything.

02
Architecture & Proof of Concept

We select the right LLM or SLM for your use case, design the agent architecture, and build a working prototype on your real data. You see the agent in action before the full build contract is signed. No commitment until you're confident it works.

03
Build & Integration

Full agent development, API integration with your existing platforms, security review, performance testing and edge case handling. Compliance requirements are implemented at the code level — not as a post-build checklist.

04
Deployment & Validation

Controlled production rollout, live monitoring setup, performance benchmarking against agreed baselines. You measure what changed in your operation before we close the engagement.

05
LLMOps & Expansion

Production agents need ongoing care — model drift monitoring, retraining cycles, regulatory update patches and capability expansion as your operation grows. We offer monthly LLMOps retainers — or hand over fully if you prefer to manage in-house.

Our Commitments

What you can
always expect from us.

🔍
Scope before we sell

Free discovery call, honest scoping. If we don't see a fit we'll tell you — before you spend anything.

🧪
Show before we commit

Working PoC on your real data before any production contract. You see the agent run — not a demo environment.

📦
You own everything

Code, agent logic, data pipelines — all yours on handover. No licence fee, no platform dependency.

👨‍💻
Founders build it

The people you meet in discovery are the people who build, no hand-offs.

Ready to start?

We're actively taking on founding clients. Book a free 30-minute discovery call — we'll scope your first agent on your real data and give you an honest estimate before you commit to anything. Founding clients work with us at preferential rates.

Book a Discovery Call →
info@liveedgelabs.ai · liveedgelabs.ai