AI Skill Report Card

Finding Business Laptops

A90·Oct 6, 2026·Source: Web
15 / 15

Gather what's missing (or assume defaults and say so), check live prices, return a ranked shortlist of 3-5 options. A single "winner" hides trade-offs and goes stale fast; a ranked list lets the buyer choose against budget, warranty and condition.

Assumptions: [use case, budget, new/refurb, VAT basis]

1. 🥇 BEST VALUE: [Model] — £XXX inc VAT
   CPU / RAM / Storage / Screen | [Vendor] | [New / Refurb Grade X] | [warranty]
   Why: [one line]
   Link: [url]

2. 🥈 BEST SPEC FOR PRICE: ...
3. 🥉 BUDGET PICK: ...
4. PREMIUM (only if the budget allows)

Pick: [one-sentence recommendation]. Watch-outs: [red flags, if any].
Prices checked [date] — verify at checkout.
Recommendationâ–¾
Add a brief note on handling currency/region if non-UK users invoke this skill
14 / 15

Progress:

  • Clarify requirements
  • Map to a minimum spec
  • Set a budget band
  • Search live prices (new + refurb)
  • Compare price-to-spec, flag red flags
  • Present ranked shortlist

1. Clarify requirements

Ask only what's missing, in one round. If the user is vague, apply defaults and proceed — stated assumptions beat an interrogation.

  • Use case: office/Teams, dev/data, design/CAD, or travel-heavy
  • Budget: hard ceiling or "best value"; inc or ex VAT
  • New or refurb OK? Refurb is often 30-50% cheaper for the same spec
  • Quantity: 5+ units changes the answer (see Fleet purchases)
  • Must-haves: screen size, weight, battery, warranty, Windows Pro (domain join, BitLocker, MDM)

Defaults: i5/Ryzen 5 (Windows 11-eligible), 16GB RAM, 256GB+ SSD, Windows 11 Pro, 14", under 1.6kg if portability matters, 3-year warranty preferred.

2. Map to a minimum spec

Use caseCPURAMStorageNotes
Email/Office/Browseri3/Ryzen 3 (i5 preferred)8-16GB256GB SSDAvoid eMMC
Multitasking/Teams/Exceli5/Ryzen 516GB256-512GB SSDStandard business pick
Dev/Datai7/Ryzen 716-32GB512GB SSDCheck cooling and RAM upgradeability
Design/CADi7/Ryzen 7 H-series32GB512GB-1TB NVMeDedicated GPU; check ISV certification
Travel/execi5/i7 U-series16GB512GBWeight and battery first

3. Set a budget band

Budget £250-£450 (usually refurb) · Mid £450-£800 · Premium £800+. No budget given → assume Mid.

4. Search live prices

Use web_search / web_fetch for current price, stock and specs. Prices and stock change daily — a remembered figure is likely wrong and erodes trust in the whole shortlist. If a listing can't be verified, say so rather than guessing.

  • New, broad: Amazon UK, Currys Business, Laptop Outlet, Very, Argos
  • New, business: Dell UK (Latitude/Precision), HP UK (EliteBook/ProBook/ZBook), Lenovo UK (ThinkPad), Laptops Direct, Ebuyer, Scan
  • Refurb: Stone Refurb, Tier1 Online, ITZOO, Back Market UK, eBay UK (seller 98%+, business seller)

If budget matters, include at least 2 refurb options. Ex-corporate ThinkPads/Latitudes/EliteBooks 2-3 years old routinely beat new budget laptops per pound.

5. Compare and flag

Rank by CPU tier first (PassMark score per £), then RAM, then storage, then warranty. Red flags:

  • Not Windows 11-eligible (pre-8th gen Intel, pre-Ryzen 2000, no TPM 2.0) — Windows 10 support has ended
  • eMMC or slow storage, 4GB RAM, or Windows Home (no domain join)
  • Soldered RAM under 16GB — can't be upgraded later
  • Refurb without a stated grade (A/B/C), battery health, or 12+ months' warranty
  • Marketplace sellers with no returns policy — prefer named refurbishers or UK vendors with business support

6. Present

Use the Quick Start template. Always label options by role, state VAT basis, and end with a one-sentence pick so the buyer has a decision, not just a list.

Fleet purchases (5+ units)

  • Standardise on one model: simpler imaging, drivers and spares (check Autopilot/Intune support)
  • Ask vendors for a business-account quote or volume discount
  • Prefer 3-year on-site or next-day warranty over the cheapest unit price
  • Refurb batches: confirm the vendor can supply identical specs and grades
Recommendationâ–¾
Include an example of a red-flag scenario where a listing is rejected outright for being Windows 11-ineligible
18 / 20

Prices below are illustrative — always pull live ones.

Example 1: "Small business, email/Excel/video calls, around £400."

Assumptions: light office use, £400 ceiling inc VAT, refurb acceptable.

1. 🥇 BEST VALUE: Lenovo ThinkPad T14 (Refurb Grade A) — £329
   i5 10th gen | 16GB | 256GB SSD | 14" FHD | Win 11 Pro | Tier1 Online | 12-month warranty
   Why: Business-grade build, well above new budget laptops on spec.
   Link: [url]

2. 🥈 BEST SPEC FOR PRICE: HP ProBook 450 G8 (New) — £449
   i5 11th gen | 16GB | 512GB SSD | 15.6" FHD | Win 11 Pro | Ebuyer | 1-year on-site
   Why: New with full warranty; slightly over budget but future-proof.
   Link: [url]

3. 🥉 BUDGET PICK: Dell Latitude 5400 (Refurb Grade B) — £279
   i5 8th gen | 8GB | 256GB SSD | 14" HD | Stone Refurb | 12-month warranty
   Why: Cheapest reliable option; email/browser only. Upgrade RAM if possible.
   Link: [url]

Pick: ThinkPad T14. Watch-outs: Latitude 5400 is at the age limit for Windows 11.
Prices checked [date] — verify at checkout.

Example 2: "Find me a laptop" (no detail). Apply defaults, assume Mid budget, open with the assumptions line, mix new and refurb, and invite refinement ("tell me budget or software and I'll tighten this").

Example 3: "5 laptops for CAD users, about £1,200 each ex VAT."

Assumptions: CAD workload, 5 units, £1,200 ex VAT each, new preferred, Win 11 Pro.

1. 🥇 BEST VALUE: Dell Precision 3581 (New) — £1,150 ex VAT
   i7 H-series | 32GB | 512GB NVMe | 15.6" FHD | RTX A1000 | Dell UK | 3-year on-site
   Why: Certified GPU drivers and next-day on-site cover within budget.
   Link: [url]

2. 🥈 BEST SPEC FOR PRICE: Refurb ZBook Fury (Grade A) — £899 ex VAT
   ...

Pick: Precision 3581 — identical units simplify imaging. Ask Dell for a 5-unit quote.

Example 4: "Laptop for dev work, £250." No good option exists at that price. Say so, show the closest viable refurb (e.g. 16GB i5, ~£320) and what the extra £70 buys, rather than listing underpowered laptops that fit the number.

Recommendationâ–¾
Consider a short troubleshooting note for when web_search/web_fetch tools are unavailable
  • Show £ per spec tier, not just the lowest price — a cheap unusable laptop (4GB RAM, eMMC) isn't actually cheap.
  • Prefer named business refurbishers over anonymous marketplace listings.
  • Ask about weight and screen size when the user mentions travel or client-facing work.
  • Always include a check date and "verify at checkout" note.
  • State assumptions explicitly when details are missing rather than blocking on questions.
  • Don't present a single "winner" — trade-offs need a shortlist.
  • Don't quote prices from memory; they go stale daily.
  • Don't treat all refurb sellers as equal.
  • Don't recommend Windows 11-ineligible hardware, even if cheap.
  • Don't force a budget that has no viable option — say so and show the nearest realistic alternative.
0
Grade AAI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
14/15
Examples
18/20
Completeness
19/20
Format
15/15
Conciseness
14/15