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All systems operational
Technical Assessment Services

Operational AI Audit

A fixed 48-hour engagement that shows you exactly where AI and automation will create real value in your business — before you spend a dollar building anything.

48 Hours · 8 Business Functions · 1 Prioritised Roadmap

View Assessment Process

Not sure yet? Start with the free, self-service Free AI Opportunity Assessment.

MANUAL → DIGITISED → INTEGRATED → AUTOMATED → AI-DRIVEN

Why This Happens

Most businesses aren't short on effort — they're short on visibility

These patterns show up in almost every business we look at. They're not a reflection of how hard your team works — they're what happens when nobody's had the time to step back and map where the friction actually is.

📋

Manual work

Core processes still run on spreadsheets, email threads, and individual memory rather than defined, repeatable systems.

🔌

Disconnected systems

Tools that should share data don't — information gets re-typed by hand between platforms that were never built to talk to each other.

🔁

Repeated tasks

The same task gets done from scratch every time, by whoever happens to be available, instead of once, correctly, by a system.

🔍

Poor visibility

Leadership makes decisions on whatever data is easiest to pull together quickly, not necessarily the data that's actually current.

⏳

Slow decision-making

Without a shared, current view of what's actually happening, decisions wait on someone manually compiling an answer.

The Service, Precisely

What is an Operational AI Audit?

What it is

A structured, evidence-based review of how your business actually operates today, scored against a defined maturity model, producing a prioritised, phased plan.

Assessment comes before automation because automating an undefined or poorly understood process just makes the same mistake happen faster. The audit exists to catch that risk before it becomes a wasted implementation budget.

What it is not

  • A sales pitch for a specific tool or platform
  • A guess dressed up as a professional-looking report
  • A substitute for actually implementing anything

Implementation builds something. The audit tells you what's worth building, and in what order, before any of that spend happens.

Comparison of business outcomes without an assessment versus with an Operational AI Audit
Without AssessmentWith Assessment
Where to startGuesswork and internal debateA scored, evidence-based roadmap
PrioritiesWhoever's loudest in the roomRanked by actual business impact and effort
RiskDiscovered after the budget is spentSurfaced before any implementation spend
Confidence“We think this will help”“Here's the specific evidence this is based on”
OutcomeA tool purchase looking for a problemA quantified problem, matched to a specific solution

Who It's For

Built for businesses ready to look closely

The audit works across industries because the underlying pattern — manual effort outgrowing informal process — shows up everywhere. Here's where we see it most often.

📈

Growing SMEs

Headcount and complexity have outgrown the spreadsheets and informal processes that got you here.

💼

Professional Services

Client work is billable, but the operations behind it — proposals, onboarding, reporting — often aren't systemised.

🏭

Manufacturing

Production runs smoothly on the floor; the paperwork and coordination around it frequently doesn't.

🏥

Healthcare

Patient-facing care is the priority; administrative and scheduling workflows are often where hidden inefficiency lives.

🎓

Education

Enrolment, communication, and administrative workflows compete for time against the actual work of teaching.

✈️

Travel

Booking, itinerary changes, and customer communication move fast and rarely fit neatly into one system.

🛍️

Retail

Inventory, orders, and customer service each live in their own system, rarely talking to each other in real time.

🚚

Logistics

Coordination between systems, vehicles, and people is constant — every manual handoff is a place delay creeps in.

Scope

Eight business functions, reviewed in full

Every engagement covers the same eight functions — so your results are consistent, comparable, and never dependent on which consultant happens to run the review.

📈

Sales

How leads are captured, qualified, and followed through to a closed deal.

📣

Marketing

How campaigns are planned, executed, and measured across channels.

💬

Customer Support

How customer queries are logged, resolved, and learned from.

⚙️

Operations

The core processes that keep day-to-day work moving.

💰

Finance

How money moves in and out — invoicing, reconciliation, reporting.

👥

HR

How people join, are supported, and leave the business.

🗣️

Internal Communication

How decisions and information move between teams.

📚

Knowledge Management

Where process knowledge actually lives — and who it depends on.

Assessment Process

How the engagement works

  1. 1

    Discovery

    Understanding your business, goals, and current operational reality.

  2. 2

    Evidence Collection

    Gathering real evidence — system access, documents, direct observation.

  3. 3

    Assessment

    Reviewing all eight business functions against a structured framework.

  4. 4

    Analysis

    Turning evidence into scored, evidence-backed findings.

  5. 5

    Recommendations

    Matching each finding to a specific, actionable next step.

  6. 6

    Roadmap

    Sequencing recommendations into a phased plan you can actually follow.

  7. 7

    Presentation

    Walking through the findings and roadmap together.

  8. 8

    Implementation Planning

    Deciding what happens next, and who owns it.

What You Receive

Deliverables

📄

Executive Summary

A one-page view for leadership: where you stand, and what to do first.

📘

Detailed Assessment Report

The full picture, function by function, with the evidence behind every finding.

🔎

Business Findings

What's actually happening today, stated plainly, not buried in jargon.

⚠️

Operational Risks

Anything that needs attention regardless of how convenient it is to prioritise.

⚡

Quick Wins

What you can act on this week, with no further help required.

🎯

Strategic Recommendations

The larger opportunities worth planning and budgeting for.

🗺️

Implementation Roadmap

A phased plan spanning immediate, near-term, and long-term action.

🎤

Presentation Session

A walkthrough of everything, live, with time for questions.

Engagement Timeline

48 hours, start to finish

This is our standard fixed-scope window — illustrative of how the time is spent, not a variable estimate.

Day 1 · Morning

Kickoff & Discovery

Scope confirmed, goals understood, system access requested.

Day 1

Evidence Collection & Assessment

All eight business functions reviewed against real evidence.

Day 2 · Morning

Analysis & Recommendations

Findings scored, prioritised, and matched to specific actions.

Day 2 · Afternoon

Roadmap & Presentation

Report delivered, with a walkthrough offered to talk it through.

Illustrative Examples

What a finding actually looks like

These are representative examples, not real client data — they show the level of specificity every finding gets.

Finding

Sales team manually re-types every new enquiry into three separate systems.

Impact

Hours of duplicated work each week, and deal details that don't always match across systems.

Recommendation

Centralise enquiry capture into a single connected workflow.

Expected Benefit

An estimated 5+ hours per week returned to selling, not data entry.

Finding

Customer support has no shared view of ticket volume or response time.

Impact

No visibility into whether service levels are actually being met.

Recommendation

Centralise support requests into a single ticketing system with basic reporting.

Expected Benefit

A measurable baseline for response time — and the ability to actually improve it.

Finding

Invoices are processed by hand, one at a time, with manual reconciliation against purchase orders.

Impact

Processing backs up predictably every month-end, and errors aren't caught until later.

Recommendation

Automate invoice data extraction and reconciliation.

Expected Benefit

Processing time cut from hours to minutes per batch.

Finding

A single team member is the only person who fully understands a business-critical process.

Impact

The business is one absence away from that process stalling entirely.

Recommendation

Document the process and cross-train a second team member.

Expected Benefit

Continuity risk removed, and faster onboarding for whoever joins next.

Finding

Existing systems are connected, but every action inside them still requires someone to manually start it.

Impact

The business has paid for integration without capturing the bigger efficiency gain automation would unlock.

Recommendation

Automate the highest-volume repeatable workflow end-to-end.

Expected Benefit

Usually the single highest-return recommendation once systems are already connected.

Why VortexCones

An engineering consultancy, not a slideware firm

🛠️

Engineering-first

Built and led by engineers who've shipped production AI systems, not consultants reciting frameworks.

🧪

Evidence-based

Every finding traces back to something actually observed, not an assumption dressed up as fact.

✅

Practical implementation focus

Recommendations are scoped to be actionable — by you, by us, or by anyone else you choose.

🔁

Reusable methodology

A consistent, repeatable framework — not a fresh, one-off analysis reinvented for every client.

🤖

AI expertise

Deep, current experience with the tools and models actually capable of doing this work reliably.

⚖️

Independent recommendations

We don't sell a specific platform. What we recommend is based on fit, not incentive.

Questions

Frequently asked questions

Ready to Understand Where AI Can Create Real Business Value?