Services / AI for SMEs
A focused service for SMEs evaluating one workflow, with wider rollout considered only after its quality, operating effort and cost have been measured.
SMEs often fail with broad AI rollouts because scope becomes too broad. We keep delivery to the most painful tasks first, with measurable outcomes.
Who is this for?
SME owners choosing one practical AI-assisted task within their team’s budget and operating capacity.
How fast?
The workflow, evidence and access dependencies determine timing. A delivery window is agreed in the written scope before work begins.
What will it cost?
The first step is scoped and priced in writing before chargeable work. Implementation, provider usage and ongoing support are identified separately.
What result should I expect?
A small-workflow decision that compares existing software and process changes with an AI pilot, including review effort and operating cost.
A company-wide AI programme before one workflow has justified itself, or automation without an accountable person.
Limited headcount means you cannot absorb broad AI sprawl. You need narrow, measurable impact.
Small teams cannot support heavy governance-heavy AI operations.
You need proof by week, not after long pilot cycles.
Too many unconnected tools create process noise, not efficiency.
We select one workflow with repeated effort and an agreed baseline, then test whether AI offers a useful improvement.
Keep the stack lightweight: tools already in your stack first, integrations second.
Each sprint compares usage, output quality, review effort and operating cost with the agreed baseline.
New AI workflows are added only when the earlier one meets quality thresholds.
A measured comparison of the selected workflow with its current process.
An operating model that identifies the staff effort and support the workflow would require.
A documented process with staff responsibilities and specialist support needs identified.
A clear upgrade path if results justify a larger AI programme.
Lead qualification, response drafting, and follow-up workflows with human oversight.
Email triage, summaries, and repetitive task handling within current tools.
Template generation, intake consistency, and recurring document preparation.
Usage and quality reporting focused on decisions teams make each week.
Simple permissions and review paths suitable for lean teams.
Budget-aware rollout and tooling limits that stay within SME constraints.
Illustrative scope, not a completed client case study.
For a small services team repeating document preparation, a narrow pilot could create drafts from approved templates and source material. The team would retain approval, and any time saving would need to be demonstrated against a recorded baseline.
Illustrative scope, not a completed client case study.
For an SME receiving enquiries in several places, a proposed workflow could suggest a category and responsible owner. A person would review ambiguous enquiries; response quality and operating effort would be assessed before expansion.
These examples explain possible scopes. Suitability and results would be established through assessment and testing.
The scope includes role-specific instructions, review responsibilities and escalation. We check whether your team can operate the workflow before proposing wider use.
No. We provide setup and runbook. Your team owns day-to-day operations.
By limiting tooling and rollout scope until outcomes justify expansion.
Starting with one workflow limits the scope, but timing still depends on access, data and review needs. The delivery window is agreed before work begins.
Stop criteria are defined before launch so you can pause and reallocate budget.
Tell us what the team spends most time on. We will assess whether a small pilot is justified and agree how to measure it.
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