Embedline
FDE · AI/ML

Your AI pilot workedNOW GET IT LIVE!

Getting it into production inside a data-heavy or regulated business is where it stops. Auth against the core system. Data that arrives late or not at all. A legacy pipeline nobody can explain to risk. Embedline is forward deployed integration. We embed in your team and get the thing live.

That’s what Embedline is for.

Five days. What’s broken, what to ship, who owns it. £3,500 fixed.

Integration Audit Five days, £3,500 fixed, 50% on signature.

  1. 1 Map of your AI/ML pipeline
  2. 2 Ranked risks and quick wins
  3. 3 A 30-day plan with owners
£3,500 fixed £1,750 on signature · £1,750 on delivery

How the 5 days work

Five working days. Map, rank, plan.

Fixed scope, fixed price. You leave with the plan — whether or not we build it.

5working days
3deliverables
£3,500fixed
  1. Days 1–2

    Map

    Map the AI/ML pipeline and where it breaks.

    Output Map of your AI/ML pipeline
  2. Days 3–4

    Rank

    Rank risks, quick wins, and what to ship next.

    Output Ranked risks and quick wins
  3. Day 5

    Plan

    Lock the 30-day plan with owners — you leave with it.

    Output A 30-day plan with owners
You leave with
  • Pipeline map
  • Ranked risks
  • 30-day plan

Call this week and kick off next week.

Ways to work together

Start with the audit. Keep going only if it earns it.

Start here

Integration Audit

Five days · £3,500 fixed · 50% on signature

  1. Map of your AI/ML pipeline
  2. Ranked risks and quick wins
  3. A 30-day plan with owners
£3,500fixed
£1,750on signature
£1,750on delivery
Book a 20-minute call
Build

FDE Embed

Hands in the stack, fixed scope

  1. 4 weeks inside your stack
  2. One production slice shipped end-to-end
  3. Handover so your team can run it
Fixed scope Talk to us
Ongoing

Managed Integration

Ongoing, fixed scope

  1. 2 days/week with your team
  2. Build, review, and firefight
  3. Ongoing ship cadence — not a one-off
Fixed scope Talk to us

Typical outcome

  1. SituationIntegration stalled
  2. Starting pointPilot worked
  3. Left withIntegration plan and ship roadmap

Services

Where AI/ML systems actually break — and what we build.

01

Data acquisition

Real-time telemetry and camera frames from sensors, cameras, existing databases, or other sources.

02

Data ingestion

Architect, build, and deploy the pipeline that fits your business needs.

03

ML serving

Cloud, edge, or hybrid inference — chosen for your constraints.

04

Full ML lifecycle

Training, guardrails, versioning, rollback, and monitoring.

05

Endpoint / API serving

Secure APIs and protocols to reach endpoint clients.

06

Monitoring & governance

Watch pipelines, ingestion, and serving — with a clear control interface.

FAQ

Straight answers.

Anything else, ask on the call — 20 minutes, no deck.

hello@embedline.com
Is this a fit?

If you have an AI/ML system in flight and integration is painful — yes. If you’re still exploring ideas — we can help find the best-fit solution.

How long?

Five working days. Call this week and kick off next week.

What do you need from us?

Access to the people who own the stack, and a short walkthrough of the current pipeline.

Deposit?

50% on signature: £1,750 to start · £1,750 on delivery · £3,500 fixed.

What happens after?

You get the plan. If you want hands in the stack, we talk FDE Embed or Managed Integration — no pressure on the call.

Will you build it?

Not in the audit. The audit is the map, and FDE Embed is the build.

Five days. What’s broken, what to ship, who owns it.

Integration Audit · £3,500 fixed · 50% on signature

Book a 20-minute call