The AI Operations Map

The work AI is quietly running for businesses like yours.

This is a working map of the operational tasks our team automates inside SME and corporate businesses across the UK — finance reconciliations, sales follow-ups, ticket triage, contract review, recurring ops. Custom-built. Domain-specific. Takes real actions, not just answers questions.

24 live workflow patterns Engineered in the UK · GDPR-first
LIVE OPERATIONS GRAPH
Finance Sales Service
Hover a node to see what it feeds. Click to inspect the workflow.
55%
of inbound enquiries automated for a UK HVAC client
£180k
incremental annual revenue unlocked by that single workflow
157%
conversion uplift on a behavioural email rebuild for an online retailer
73%
cart-recovery rate on the same retailer's automated journeys
Self-segment in five seconds

Show me automation in our function.

Filter by department, industry and business size. The cards on the right resurface and reorder so the most relevant patterns rise to the top. Twenty-four concrete workflow patterns, all of them in active client use or under build by our team.

Function
Industry
Business size
A defensible estimate

What would your team get back?

Tell us the rough size of the team affected and tick the workflows that resonate. We'll show the working — no magic numbers, no inflated promises. The figures below come from in-flight client engagements at SME and lower mid-market scale.

UK SME average for ops, marketing and finance roles is £35–£75/hr loaded.
0aim for 3–5
Tick the workflows that already cost your team meaningful time
Hours back per month
0
across the team you sized
Cost recovered per month
£0
at your blended rate
12-month value range
£0
low to high band, see working
Show the working

We use a 75% capture rate on the headline hours saved per workflow to keep the figure honest — early adoption rarely captures every minute. The 12-month range applies a 70%–110% confidence band to account for ramp-up.

Stay inside the map
Pick the workflows that resonate — your savings update live. Hover any node on the map to see how the systems connect end-to-end.
Real builds, real numbers

The proof we're willing to put on a pitch deck.

We don't publish every metric in every engagement. These three are representative of where the work lands when we get to do it properly.

Trades · Live
55%
of inbound enquiries triaged and booked without human touch

UK HVAC firm: from missed weekend calls to £180k of recovered annual revenue.

A custom service-bot that qualifies inbound leads against postcode coverage, equipment compatibility and engineer availability — then books, takes deposits and writes the job into the field-service system. Routed to humans only when intent or value crosses defined thresholds.

Build
7 weeks
Annual lift
£180k+
Retail · Live
157%
conversion uplift on automated behavioural sequences

Online retailer: behavioural email and cart recovery that pays for the team that runs it.

Browse, abandon, replenishment, post-purchase and reactivation flows rebuilt around real behavioural signals — not the vendor's defaults. Cart recovery hit 73%, and the journeys keep retraining themselves on what actually converts each segment.

Cart recovery
73%
Build
9 weeks
In active development
3 systems
stitched into one operational graph — finance, ops, sales

Mid-market services group: a single operations graph across Xero, the CRM and the ticketing tool.

A live build: reconciled finance data feeding the pipeline-scoring model, ticket-volume signals feeding the cash-flow forecast, and a board-ready report that assembles itself on the second of every month. We're publishing the metrics with the client, not before.

Status
Phase 2 build
Sectors
Services group
What the audit actually delivers

A defined deliverable.
Not a discovery call.

The roadmap is yours, whether or not we build it. You walk out with priced options you can execute yourself, commission us to deliver, or take to another provider. That integrity hook is deliberate — it's what makes the audit worth the cost on its own.

Custom-built, domain-specific, GDPR-first. Engineered in the UK from our innovation hub at Strawberry Fields Digital.

  • 1
    90-minute working session

    With our Senior AI Digital Architect, your numbers and your stack on the table.

  • 2
    5–10 AI opportunities ranked by ROI

    Scored on payback, risk and time-to-deploy. Not vibes — defensible numbers you can take to your board.

  • 3
    Build-or-buy recommendations

    For each opportunity: build internally, commission us, or use a different provider — with the trade-offs spelled out, not glossed over.

  • 4
    Pilot scope, cost and timeline

    For the top one to three opportunities — fixed-price options, not estimates. Build engagements run from £5,000 to £35,000+.

  • 5
    Ongoing-improvement guidance

    How to keep the system improving once it's live — measurement, retraining, governance, the unglamorous bit that decides whether AI sticks.

  • 6
    No obligations. The roadmap is yours.

    Walk away and execute it however you like. If you commission us within thirty days, the audit fee is applied against the build.

Book the audit

The AI Opportunity Audit.

90 minutes with our senior AI digital architect, your stack and your numbers on the table, three priced builds in your hands within seven days. £1,500, applied against the build if you commission within thirty days.

UK businesses only · Led by our senior AI digital architect · GDPR-first, UK-engineered