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Services

02 / Pillar

AI & Automation

Models in production, not pilots in slides.

AI strategy, workflow automation, and intelligent systems that change how your business operates - from assessment to production, vendor-agnostic and ethically designed.

Start with aiHow we work

What we ship

The deliverables.

01

AI Readiness Assessment

02

Process Automation & RPA

03

Intelligent Agents & Copilots

04

Data Pipelines & Integrations

05

LLM & RAG Implementation

06

AI Governance & Safety

The shape of it

How an engagement is shaped.

Every engagement is bespoke, but the rough shape is consistent. Use this to picture the commitment before we talk.

Duration
4–8 weeks for an audit; 8–16 weeks to first production deploy.
Format
Embedded with your ops or product team, mostly remote.
Cadence
Bi-weekly working sessions plus async progress in a shared backlog.
Team
A solutions lead and an engineer, paired with your operations or technology owner.
Best for
Teams with repetitive workflows, fragmented data, or AI experiments that have not converted.
Starts with
A free readiness review of one workflow you would automate first, with a written verdict.

How we run it

Four stages.
Each one ships something.

Every engagement runs the same four stages. The names change per pillar; the discipline doesn't. By the end of each stage there is a concrete output you and your team can review.

  1. STAGE 01

    Map

    Catalogue the workflows worth automating. Capability assessment, stack audit, ROI shortlist before any code is written.

  2. STAGE 02

    Build

    Embedded with your team, vendor-agnostic. Instrumentation, audit trails, and rollback paths shipped alongside the system from day one.

  3. STAGE 03

    Ship

    Production deploy with monitoring and human-in-the-loop where it matters. AI in operations, not in slides.

  4. STAGE 04

    Tune

    Iterate on real usage. Accuracy tuning, scope expansion, and a clean handoff to your team when ownership is ready.

Recent practice

Where this work
has shipped.

Engagements that exercised this pillar.

8 weeks · UAE retail, mid-market

Soft skills + AI delivery

Shipped

  • 12 store leaders coached
  • 3 ops dashboards live
  • 18% faster onboarding

12 weeks · Regional bank, enterprise

AI & automation + growth

Shipped

  • Audit workflow automated
  • Manual review hours down 64%
  • Two squads reorganised around the system

6 weeks · Logistics, regional

AI & automation

Shipped

  • Document classification model in production
  • Triage time down 41%
  • Operations team trained on the new flow

Each engagement is anonymised. Same shape, same outputs - the names land when the clients say so.

More recent practice

Ready to start

Let's talk about ai.

Tell us what you're trying to change, and we'll tell you honestly whether this pillar is the right place to start.

Book a conversationSee all pillars