Service · AI integration & consulting

AI integration consulting that actually ships — not just slide decks.

A practical AI audit of your business operations, a prioritised roadmap of where AI moves the needle, and a hands-on implementation partner to ship it. Focused on small and medium businesses in the UAE and worldwide. No buzzwords, no six-month discovery phases, no shelfware.

40+ AI audits delivered 2 weeks audit to roadmap UAE & worldwide

An operator's view of AI, not a slide deck.

We've shipped AI integration projects for SMBs across operations, finance, sales, and support. We know which ideas pay back in weeks, which ones are vendor theatre, and which ones need data work first. The point of AI consulting is to tell you which is which — before you spend the budget.

01

AI opportunity audit

We sit with your team, watch how work actually gets done, and surface the five places where AI saves real hours, plus the three where it doesn't yet.

Output: prioritised use-case list
02

Implementation roadmap

A sequenced 90-day plan: which use case ships first, what it costs, who builds what, and the success metric for each. Defendable in front of your CFO.

Output: 90-day rollout plan
03

Build vs buy decisions

Should you adopt an off-the-shelf tool, fine-tune a model, or wire your own agent? We weigh cost, lock-in and time-to-value with a clear recommendation.

Output: vendor matrix + call
04

Data readiness review

The unsexy bit that decides whether AI works. We map your data sources, flag the gaps, and tell you what's needed before a model can do useful work.

Output: data readiness scorecard
05

Governance & policy

An AI usage policy your team will actually read, plus the guardrails: data handling, model approvals, audit trails, human-in-the-loop where it matters.

Output: policy + guardrails
06

Team enablement

Hands-on workshops for your operators, ops and engineers. Prompting, agent design, evaluation, the practical skills that survive the first hype cycle.

Output: workshops + playbooks
07

Stack architecture

The reference architecture for your AI stack: models, retrieval layer, orchestration, observability, cost controls. Drawn for your scale, not a Fortune 500.

Output: architecture diagram
08

Fractional AI lead

Need a senior AI brain on your team without hiring one? We embed part-time, run reviews, unblock builds, and own the AI roadmap month over month.

Output: ongoing partnership
09

Implementation partner

The roadmap is only useful if it ships. We can stay on as your build partner: agents, automations, integrations, with the same team that wrote the plan.

Output: production rollout

Three ways to work with us, depending on where you are.

Pick what fits your stage. Most clients start with the audit and expand once they see what's possible. No long retainers or upfront commitments required to begin.

Sprint

AI Audit & Roadmap

2 weeks· fixed scope

A focused two-week engagement to find the AI wins in your business, prioritise them, and hand you a 90-day plan you can act on.

  • Stakeholder interviews & observation
  • Use-case longlist → prioritised shortlist
  • Data readiness review
  • Build-vs-buy recommendation per use case
  • 90-day rollout roadmap with cost estimates
  • Final readout with execs & team
Start with an audit
Ongoing

Fractional AI Lead

Monthly· senior, part-time

A senior AI partner embedded with your team. Owns the roadmap, runs reviews, unblocks builds, and keeps you out of vendor-of-the-week loops.

  • Weekly working session with your team
  • Quarterly roadmap & OKR reviews
  • Architecture & vendor reviews
  • Hands-on prompt & agent reviews
  • On-call for AI-related decisions
  • Pause or scale anytime, no lock-in
Embed a fractional lead

From first call to a roadmap you'd actually run.

A short, structured engagement designed to leave you with answers, not more questions. Same senior people from the first call to the final readout.

01
Day 1

Discover

Free 30-minute call. We learn the business, the constraints, the goals. You learn whether we're a fit. No commitment.

02
Week 1

Audit

Stakeholder interviews, time-on-task observation, data sampling. We map where work happens and where AI could help.

03
Week 1–2

Prioritise

Long list to short list. Each use case scored on impact, cost, data readiness and risk, with our recommendation.

04
Week 2

Roadmap

A 90-day plan: what ships first, what it costs, who builds it, what success looks like. Defendable in front of your board.

05
Ongoing

Ship

Hand off, or stay with us as your implementation partner. Either way, the roadmap was always meant to be built, not filed.

Where does your team actually stand?

Five questions, sixty seconds. A quick read on your AI maturity across strategy, data, tooling, governance and people. Directional, but useful.

Five quick questions

Your readiness score

Score
12/ 20
AwareExploringAdoptingOperating
Exploring
Weakest dimension
Strategy
Recommended next step
Start with an AI Audit & Roadmap sprint, two weeks, fixed scope. We'll find the wins and sequence them.

A typical AI conversation, before and after a real audit.

Most teams we meet are stuck in option-paralysis: too many tools, too many opinions, no clear next move. A two-week engagement collapses that into a plan.

Before

Vendor-led, vague, stalled.

  • Six tools trialled, none owned by anyone
  • "AI strategy" lives in three half-finished decks
  • Engineering and ops disagree on priorities
  • Data is everywhere; no one trusts the numbers
  • Pilots launched, then quietly abandoned
  • Leadership unsure what to fund next quarter
Time on AI: ~9 mo Live use cases: 0
After

Sequenced, owned, shipping.

  • Three priority use cases, scored and owned
  • One-page strategy the whole team can recite
  • Build-vs-buy decided per use case, with reasons
  • Data gaps named; fixes scoped
  • First use case live in 4–6 weeks
  • Quarterly roadmap, defended in board reviews
Time to first ship: 4–8 wk Clear next move: yes

What lands in your inbox at the end.

Concrete artefacts your team can act on the day after the engagement closes. Not a 90-page report no one reads.

Use-case shortlist

Five to seven prioritised opportunities, each with impact, cost, data readiness and a build-vs-buy recommendation.

90-day rollout roadmap

Sequenced plan with milestones, owners, success metrics and budget. The thing your CFO can sign off on.

Data readiness scorecard

What's there, what's missing, what to fix first. Clear scope on the data work that gates each use case.

Reference architecture

Models, retrieval, orchestration, monitoring, drawn for your stack and your scale. Engineering can build from it day one.

AI usage policy

One-page policy your team will actually read, plus a guardrail playbook for data, model approvals and human review.

Exec readout deck

The 12-slide version for your leadership: thesis, priorities, costs, risks, next quarter. Built to be presented, not filed.

What our AI consulting engagements deliver.

Indicative figures across our AI engagements with SMB clients. Timelines and outcomes vary by business complexity and data readiness — we walk you through real case studies on the first call.

AI audits delivered
40+
SMB engagements across UAE & global clients
Avg. priority use cases identified
5–7
Per audit, ranked by ROI & data readiness
Typical roadmap-to-first-ship
4–8wk
From signed roadmap to production; varies by scope
Audit clients who continue with us
Most
Audit clients who proceed to build with the same team

Stop debating AI tools. Let's find where it pays off in your business.

Free 30-minute discovery call. We'll get a quick read on your operations and tell you, honestly, whether an AI integration audit makes sense as a next step. No commitment, no sales pressure.