Scout·Crestfield Events

SCOUT · AI BUSINESS AUDIT · CONFIDENTIAL

Crestfield
Events

Events · Audit e3f4a5 · 14 January 2026

69

/100

Automation Opportunity Score

SCOUT'S VERDICT

Crestfield blends strong event instincts with a coordination layer that does not scale — high-value ops trapped in WhatsApp threads and colour-coded tabs. Scout sees enough structured volume to automate confirmation and reconciliation before headcount absorbs the shortfall.

Fragmentation · HighManual Load · HighAI Maturity · Low

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EXECUTIVE SUMMARY

Your growth is being throttled by confirmation loops you are doing manually.

Scout interviewed your leadership and team independently. Three people described the same vendor coordination problem using different words. Here are the headline themes.

01

CRITICAL

Vendor confirmation lives in WhatsApp and colour-coded spreadsheets.

Every event has a tracking tab. Every tab diverges. Every week someone calls vendors that already confirmed because the record was not updated. This pattern scales linearly — more events means more Sarah.

→ Echoed by founder, ops manager, and vendor coordinator independently.

02

HIGH

Post-event P&L is wrong for up to six weeks.

Finance cannot close an event until vendor invoices arrive. Invoices arrive on ad-hoc schedules. Disputes extend the window further. Real margin is invisible while the next event is already in motion.

→ ~£6,400/month in reconciliation drag.

03

HIGH

Client change requests have no structured path to vendors.

Changes come in via WhatsApp, email, and phone. Ryan relays them individually. When one is missed, ops finds out on show day.

→ Identified as primary source of on-site rework.

THIS REPORT CONTAINS

13

sections

3

automation wins

4

contributing voices

£18.5k/mo

potential saving pace

OPERATIONAL MAP

Current operating reality. Where the system leaks.

Baseline map from CEO + team sessions. Amber paths are manual handoffs. Red nodes are no-system gaps that the target build removes or contains.

Manual handoff
Automated
Gap — no system
Bottleneck

21

manual handoffs identified

21 points in your operation where a human physically moves information from one place to another.

7

information gaps — no system

7 moments where data is passed verbally or via WhatsApp with no record kept.

4

confirmed bottlenecks

4 recurring processes where your team consistently loses time. Reconciliation, crew changes, client confirmations.

MULTI-VOICE ANALYSIS

4 independent interviews. 4 interpretations of how work really happens.

Perspectives captured separately — not in a committee — so divergence is signal, not noise.

SM

Sarah Mitchell

Founder & MD

Revenue & delivery view

"We end up reconciling the month after the event, which means the P&L for any given show is wrong for six weeks."

RC

Ryan Cole

Operations Manager

What breaks when an event changes scope mid-cycle?

"Every vendor gets a separate WhatsApp message. Half acknowledge, half don't. We find out on show day that the catering order was never updated."

Which tool would you retire first?

"The master vendor spreadsheet — we have seven copies across three events and they all diverge by week two."

Additional team voices

2 more interview perspectives.

Jade Osei

Vendor Coordinator

How do you track whether a vendor has confirmed?

"I have a colour-coded tab in Excel. Green means they replied by WhatsApp. Amber means I think they saw it. Red means I need to call them today."

Tom Birch

Finance

How long after an event do you have final figures?

"Typically three to four weeks. Vendor invoices trickle in, some events get disputed line items, and the margin report waits for everything to settle."

THEMES MULTIPLE SESSIONS SURFACED INDEPENDENTLY

WhatsApp carries official vendor confirmations.

Post-event reconciliation blocks real margin visibility.

Client changes cascade informally and get missed.

WHERE THEY DIVERGED

Finance described invoice timing as a systemic delay. Ops described change cascades as a coordination gap. Neither knew the other had flagged the same root cause. Interviewing independently surfaces what committees smooth over.

AUTOMATION WINS

3 prioritized automations. Build in ROI order when possible.

Ranked by projected labour returned and implementation clarity.

01 · CRITICAL

Vendor confirmation — automated tracking and chase

$9,200

/month saved

Now

  • 01Vendor confirmations tracked in a colour-coded spreadsheet tab
  • 02Chasing done via individual WhatsApp messages
  • 03No timestamped record of who confirmed what or when
  • 04Sarah personally follows up when shows approach

~22 hrs/week combined vendor admin · ~£9,200/month labour on ranked win #1

After we build it

  • Confirmation requests sent automatically on booking
  • Reminders triggered at 72h and 24h if no reply
  • Status dashboard shows confirmed vs outstanding per event
  • Sarah sees green/red at a glance without any chasing
Build time: 3–4 weeksLive by: Feb 2026

HOW WE'D APPROACH THIS

Connect your booking workflow to a lightweight confirmation engine. Auto-send, auto-remind, auto-log. You get time back; vendors get a professional experience.

02 · HIGH

Post-event reconciliation — from 4 weeks to 48 hours

$6,400

/month saved

Now

  • 01Vendor invoices arrive on ad-hoc schedule via email
  • 02Finance manually matches to purchase orders in Excel
  • 03Disputed items resolved by phone and email thread
  • 04Final P&L not available until 3–4 weeks post-event

After we build it

  • Invoices ingested automatically from email on arrival
  • Matched against pre-approved vendor quotes instantly
  • Discrepancies flagged with suggested resolution
  • Draft P&L available within 48 hours of event close
Build time: 2–3 weeksLive by: Mar 2026

HOW WE'D APPROACH THIS

Ingest vendor invoices from email, match them against pre-approved quotes, and surface discrepancies — so finance closes the loop in days not weeks.

03 · MEDIUM

Change management — structured client update flow

$2,900

/month saved

Now

  • 01Client change requests come in via WhatsApp, email, and phone
  • 02Ryan manually relays changes to relevant vendors
  • 03No single log of what changed, when, and who was notified
  • 04Rework happens when vendors miss cascaded updates

After we build it

  • Client submits change via structured form (replaces WhatsApp)
  • Change automatically cascades to affected vendors
  • Full audit trail of every change and acknowledgement
  • No manual relay required — Ryan reviews exceptions only
Build time: 2 weeksLive by: Apr 2026

HOW WE'D APPROACH THIS

Replace informal change requests with a thin structured layer that still feels instant to clients, while giving ops the audit trail they currently lack.

ROI PROJECTION

What automation is worth to Crestfield Events.

Figures tie the ROI agent output to time-leak totals. Numbers round for readability.

£18,500

per month recovered

sum of ranked automation wins (modelled)

166

hours recovered / month

~1.04 FTE equivalent

< 1

month payback

on combined build envelope

Approximately 1.0 FTE equivalent in reclaimable coordination throughput — reducing incremental hiring pressure without net-new seats once automation lands.

12-MONTH VALUE PROJECTION

Ramp begins
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
£222,000 cumulative
Dec

Curve uses agent monthly_projection when supplied; otherwise linear ramp to stated annual value.

Scenario
Monthly
Annual
Impact
Status quo (manual drag)
£18,500/mo labour drag
£222,000
+2–4 hires implied at status quo throughput
Automate prioritized wins
£0 incremental labour
£222,000 modelled upside
No net-new hires modelledRecommended
Build envelope snapshot: £10k–£20k envelope

TIME LEAK ANALYSIS · TIME LEAK DETECTOR AGENT

Where your team's time
actually goes.

166 modelled manual hours/month across listed processes.

Vendor confirmation admin

88

hrs / month modeled

Post-event reconciliation

52

hrs / month modeled

Change cascade relay

26

hrs / month modeled

Invoice chasing

18

hrs / month modeled

Status reporting

10

hrs / month modeled

Ad hoc queries

6

hrs / month modeled

Process
Who
Hours/Month
Cost/Month
Automatable?
Vendor confirmation tracking
3 people modelled
88
$1,320
Yes · high ROI
Post-event reconciliation
2 people modelled
52
$780
Yes
Change cascade relay
1 person modelled
26
$390
Yes
Invoice chasing
1 person modelled
18
$270
Yes
Status reporting
2 people modelled
10
$150
~ Partial
Ad hoc queries
1 person modelled
6
$90
~ Partial
TOTAL
—
200 hrs
$3,000/mo
—

Costs use £15 blended manual rate unless agents adjust for revenue band.

TEAM VOICES · INDEPENDENT INTERVIEWS

What your team said
when no one was listening.

Each person was interviewed separately. These are direct quotes, lightly edited for clarity.

SM

Sarah Mitchell · Founder & MD

“

Where does revenue leak betw…

"Vendor invoices arrive two weeks late because nobody chases them until I do. We end up reconciling the month after the event, which means the P&L for any given show is wrong for six weeks."

“

What do you wish you saw eve…

"Which events are confirmed, which vendors have signed back, and what the projected margin is per show. Right now that is four conversations and a spreadsheet I build myself."

Key insight
RC

Ryan Cole

Operations Manager

What breaks when an event changes scope mid-cycle?

"Every vendor gets a separate WhatsApp message. Half acknowledge, half don't. We find out on show day that the catering order was never updated."

Which tool would you retire first?

"The master vendor spreadsheet — we have seven copies across three events and they all diverge by week two."

JO

Jade Osei

Vendor Coordinator

How do you track whether a vendor has confirmed?

"I have a colour-coded tab in Excel. Green means they replied by WhatsApp. Amber means I think they saw it. Red means I need to call them today."

TB

Tom Birch

Finance

How long after an event do you have final figures?

"Typically three to four weeks. Vendor invoices trickle in, some events get disputed line items, and the margin report waits for everything to settle."

Scout synthesis

Four people described overlapping failure modes — WhatsApp-as-confirmation-system, late invoice reconciliation, informal change cascades — with different wording. Closing those deltas is where automation pays fastest.

TECHNOLOGY BLUEPRINT

What we build.
On top of what you already have.

We layer orchestration across tools your team already uses — no rip-and-replace. Blueprint rows align to automation wins in ranked order.

Your current stack

Excel / SheetsWhatsAppEventbriteGmail

Scout adds

What you have
What Metadots builds
What it replaces
Timeline
Impact
Colour-coded vendor tracking tabs
Confirmation orchestration engine
Manual chasing and WhatsApp replies
3–4 wks
Critical
Email invoice inbox
Invoice ingestion + matching layer
4-week reconciliation backlog
2–3 wks
High
WhatsApp change requests
Structured change form + cascade trigger
Manual relay to individual vendors
2 wks
High
Read-only ingestion first, hardened audit trails second — default Metadots sequencing.

90-DAY ROADMAP

Three phases.
No disruption.

Phased so your team builds confidence before wider automation layers on.

Day 1Day 31Day 61Day 91
PHASE 1 · DAYS 1–30

Foundation

  • Confirmation engine live for next 3 events
  • Invoice ingestion from email running read-only
  • Ops dashboard with confirmed vs outstanding view

Milestone: First event closed without Sarah chasing vendors

PHASE 2 · DAYS 31–60

Expansion

  • Invoice matching and discrepancy flagging active
  • Post-event P&L draft within 48 hours

Milestone: >60 modelled manual hours reclaimed in month

PHASE 3 · DAYS 61–90

Scale

  • Change form replaces WhatsApp for client requests
  • Finance closes events without spreadsheet assembly

Milestone: Full event cycle running without manual relay

RISK REGISTER

What could go wrong.
And how we handle it.

Risks grounded in audit evidence — mitigations drafted with reversible rollout paths.

Risk
Likelihood
Impact
Mitigation
Vendor adoption resistance
Medium
Medium
Start with high-volume vendors only; expand after first successful event cycle.
Invoice format variation
High
Low
Manual fallback queue for non-standard invoices during ingestion ramp.
Client change request volume
Low
High
Structured form launched alongside WhatsApp initially; deprecate WhatsApp path after 30 days.
Scope expansion mid-phase
High
Low
Written acceptance gates + backlog annex for new asks.

Metadots would deliver

In your first
30 days.

Not a plan. Not a proposal. Working software, live in your operation, replacing manual work with automated systems.

  • 01Confirmation engine live for next scheduled events
  • 02Invoice ingestion running from email inbox
  • 03Client change form replacing WhatsApp requests

What we've done

"We built a ticketing and operations platform for an event management client. They processed £700,000 in sales on it in the first season."

— Metadots team

Your engagement includes

  • Discovery sprint

    Hands-on audit of declared vs actual workflows.

  • Custom build runway

    Delivery mapped to your operating constraints.

  • Enablement pods

    Metadots engineers embed during rollout.

  • Hypercare window

    30-day stabilisation with severity-based response.

  • Knowledge transfer kit

    Ops + engineering handbooks for internal owners.

Typical engagement

£12k–£28k

Depending on phased scope versus stated throughput ramp.

ABOUT METADOTS

Who builds this.

Metadots is a software team based in Austin, Texas with a team of 10–15 engineers. We've spent 3+ years building custom automation and operations software for businesses across multiple industries.

We don't sell software licenses. We build systems that replace the manual work that's slowing your business down, and we hand them over completely.

3+

years of automation work

delivering to global clients

10–15

engineers

product, design, and full-stack

$700k

client result

event operations platform, first season

You just read what Scout found

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Scout · AI Business Audit · Sample report · Crestfield Events · 14 January 2026