AiAptly
Aptly · Advisory report
AI Adoption Assessment & Roadmap
A focused set of AI tools to take the repetitive work off your plate, plus help getting them live and used.
Prepared for
A Dubai architecture & development studio
Status
Sample (illustrative)
SAMPLEThis is an illustrative sample. A real report is prepared for one business from its own intake, with its exact tools and current costs.
Contents
- Executive summary
- Where your time goes
- Priorities, ranked
- Recommendations at a glance
- Detailed recommendations
- What to skip, and why
- UAE support schemes worth checking
- What success looks like
- Risks & considerations
- Setup & rollout
- Costs & next steps
01
Executive summary
Your work is strong. The time is going to the repetitive work around it, quoting, document handling, answering the same questions, following up, and that is exactly what today's AI tools can now take off your plate.
This report sets out a focused set of AI tools that fit how you actually work, led by a custom assistant for your repetitive tasks, with honest costs and a clear list of what to skip. With this engagement we don't just recommend the tools, we put them in place and walk your team through them. A couple of quick fixes (like tidying the website) sit alongside, but the real gain is the hours AI gives back.
02
Where your time goes
The repetitive work AI can take on
- Quotes and proposals written from scratch each time, when most of it repeats.
- Documents and drawings read, renamed and filed by hand.
- The same client questions answered again and again.
- Follow-ups and reminders done manually, when they get done at all.
Everything in different places
- Projects, tasks and routines spread across email, WhatsApp and spreadsheets.
- No single view of where each project stands or what is due next.
Where the week goes
From the intake, here is roughly where the studio's non-design hours go in a typical week. Illustrative, to be confirmed against your own numbers, but it points clearly at what AI should take first.
| Activity | Share of admin time (illustrative) |
| Quotes, proposals and BOQs | ~30% |
| Document and drawing coordination | ~25% |
| Client questions and follow-up | ~20% |
| Scheduling and reminders | ~15% |
| Invoicing and general admin | ~10% |
Almost all of this is repeatable, which is exactly what AI does well. (A couple of small non-AI fixes also stand out, like the website's unfinished basics, which we tidy in passing.)
03
Priorities, ranked
If you did nothing else, do these, in this order. Each earns back more time than the effort it takes.
- Stand up the custom AI assistant. The biggest single time-back, aimed at the work that eats the week.
- Turn on AI drafting for quotes and documents. Speeds the slowest recurring tasks.
- Automate follow-ups and recalls. Stops the quiet revenue leak from things slipping.
- Give it all a home in one workspace. So the tools plug into real structure, and tidy the website while we are in there.
04
Recommendations at a glance
| Area | Recommendation | Verdict | Indicative cost |
| Repetitive tasks | A custom AI assistant for your repeat work | Recommend | ~AED 300 / mo |
| Quotes & proposals | AI drafting from your templates | Recommend | ~AED 90 / mo |
| Documents & drawings | AI to summarise, extract and file | Recommend | ~AED 120 / mo |
| Client comms | Inbox assistant + automated follow-ups | Recommend | ~AED 110 / mo |
| Projects & ops | A lightweight workspace around your stages | Recommend | ~AED 250 / mo |
| Website (quick fix) | Tidy the unfinished basics | Quick fix | One-off |
| All-in-one "AI suite" | A bundled platform, or a bespoke CRM/ERP build | Skip | — |
On costs: Exact figures are quoted against each tool's current published pricing when we scope with you, with no markup and nothing resold.
05
Detailed recommendations
A custom AI assistant for your repetitive tasks Recommend
What: An assistant set up on your own tools that handles the repeat work, drafting replies, pulling details out of documents, and answering the questions your team fields every day. Built on today's leading AI models and tuned to your business and tone.
Why: It targets the single biggest drain: the repeatable work that quietly eats the week. This is where AI earns its keep first.
How: We configure it to your tasks, connect it to where your information lives, and keep a person approving its output until you trust it.
Indicative cost: ~AED 300 / mo
Effort: Low, we build it
AI drafting for quotes & proposals Recommend
What: AI that drafts the first version of a quote or proposal from your inputs and templates.
Why: Quoting is one of the slowest recurring jobs; drafting turns a half-day into an hour, with you reviewing before it goes out.
How: We build the templates around your pricing and tone and connect them to your workflow.
Indicative cost: ~AED 90 / mo
Effort: Low
AI for documents & drawings Recommend
What: AI that reads, summarises, extracts key details from and files your documents and drawings.
Why: Hours currently go to sorting, renaming and hunting for files; AI turns that into minutes.
How: We set it up on your folders with clear naming and simple rules, so it runs quietly in the background.
Indicative cost: ~AED 120 / mo
Effort: Low, we set it up
Inbox assistant & automated follow-ups Recommend
What: AI that drafts replies to repeat enquiries and sends timed follow-ups on its own.
Why: A lot of time and a fair bit of revenue leak through the inbox and forgotten follow-ups.
How: Set up with your tone and FAQs; you approve replies until it earns your trust.
Indicative cost: ~AED 110 / mo
Effort: Low
A lightweight project workspace Recommend
What: One shared workspace shaped around your stages, so the AI tools above have a single place to plug into.
Why: Gives the team one view of every project and lets the automations sit on top of real structure.
How: We configure the stages, ownership and routines, then walk the team through it.
Indicative cost: ~AED 250 / mo
Effort: Low, we set it up
Tidy the website's basics Quick fix
What: Correct the unfinished search and sharing settings, move image hosting off staging, fix a broken link.
Why: Not an AI job, but a small credibility fix worth doing while we are in there.
How: A short, one-off task we handle in passing. No ongoing cost.
Indicative cost: One-off
Effort: Very low
06
What to skip, and why
- All-in-one "AI suites." You would pay for a dozen features to use two. The focused tools above cover what actually saves time.
- A custom CRM / ERP build. Real cost, long timeline, little gain for a team your size. Revisit only if you scale well beyond current headcount.
- Anything that needs a full-time admin to run. The point is to remove admin, not add a system that creates more.
07
UAE support schemes worth checking
Where relevant, we point you to UAE grants and free-zone programs that may help offset the cost of adopting these tools, so you know where to look.
- SME digitisation and technology-adoption support offered periodically at emirate level.
- Free-zone member programs and partner credits that can reduce software costs.
These change often and eligibility varies, so we flag what is worth checking and where, rather than promise a specific outcome.
08
What success looks like
A few simple measures tell you the AI tools are working. We set a baseline at the start so the change is visible, not just felt.
| Measure | Before (typical) | Target |
| Admin hours per week | Baseline set at start | Measurably lower |
| Quote turnaround | 1–2 days | Same day |
| Repeat questions handled by the assistant | All manual | Most, with review |
| Missed follow-ups / recalls | Some slip | Near zero |
09
Risks & considerations
- Adoption is the real risk, not the tool. AI only helps if the team uses it, which is why the setup and a short walkthrough matter more than features.
- Keep a person in the loop. The assistant drafts and suggests; a human approves anything client-facing until it has earned trust.
- Tools change. We choose ones that are cheap to leave and easy to export from, so a price or model change never traps you.
10
Setup & rollout
Standard includes hands-on setup, we don't just hand over the plan. Here is the three-week shape, and who does what.
Week 1
We stand up the AI assistant and the workspace around your stages.
Week 2
We connect AI drafting and document tools, and automate follow-ups.
Week 3
Walkthrough with your team; you run it, we stay on hand (website tidied in passing).
| What we handle | What you do |
| Build and tune the AI assistant and tools around your work | Tell us your repeat tasks and tone |
| Connect everything to where your information lives | Give access to the accounts to connect |
| Run a walkthrough so the team is comfortable | Show up for one short session |
11
Costs & next steps
Tool costs are quoted at current published pricing when we scope, with the honest monthly total set out plainly, no markup and nothing resold. Our fee for the Standard engagement is agreed up front, and includes the setup and walkthrough above.
Next step: a short call to confirm scope, and we take it from there.
SAMPLEThis is an illustrative sample. A real report is prepared for one business from its own intake, with its exact tools and current costs.