Atrium with a glass roof and open galleries on several floors

Find the change worth making.

Find the change worth making.

Understand where AI can help, what to build first and what it could return.

Understand where AI can help, what to build first and what it could return.

Make the next investment a clearer decision.

Make the next investment a clearer decision.

01 · Discover

Hear from the people who do the work.

Hear from the people who do the work.

We start with your business goals, not a catalogue of AI tools. Leadership interviews establish priorities, constraints and measures of success. Conversations with the people doing the work reveal the actual steps, volumes, time spent, exceptions and rework. We compare what we hear with representative examples, record gaps in the evidence and agree which processes to investigate.

02 · Map

Make the workflow and its dependencies visible.

Make the workflow and its dependencies visible.

The process map connects the agreed workflows across acquisition, delivery and internal support. It records owners, tools, data, handovers and decisions, with time sinks and quality risks marked at the relevant step. In a shared review, your team corrects missing steps and validates the baseline. You receive an editable map that makes dependencies visible and can be updated as the business changes.

Illustrative example · not client data

From the first enquiry to the project kickoff.

One connected workflow across sales and delivery. The map shows who does what, which tools and information they use, and where questions or handovers hold up the work.

→ Work and handoverInformation usedBottleneck to investigate

Swipe sideways to explore the connected map →

AI Opportunity Assessment & Workflow Audit | Silvercrest AISales captures an enquiry in Outlook and CRM, clarifies the brief in Teams and checks completeness. Missing information loops back through a customer query. With a complete brief, sales prepares a proposal using SharePoint templates. Management approves it; after the client places the order, sales hands the brief to the project lead. Project files and tasks are set up in parallel, then the team meets for kickoff. Dashed arrows show data access, not existing automation.01 · Sales02 · Project teamCaptureenquiryOutlook · CRMClarifybriefTeams · CRMBriefcomplete?YesNoPrepareproposalWord · CRMReview & approveproposalManagementMeeting notes copiedinto the CRM againRequest missinginformationOutlookReferences & templatesSharePointSend proposalClient places orderHand over briefand commitmentsSales → Project leadSet up project filesSharePointPlan tasks & ownersPlannerTeam kickoffTeamsReady to deliverAre all commitmentsand files handed over?

This is a sample current-state map, not a promise of existing integrations. In your assessment, we record actual tools, owners, volumes, time and rework against these steps. You receive an editable map that your team can keep using and updating.

03 · Prioritise

Compare impact, effort and what could go wrong.

Compare impact, effort and what could go wrong.

We assess opportunities against four criteria: business impact, fit with your strategic goals, technical and organisational effort, and total cost. The opportunity matrix separates quick wins, larger strategic initiatives, useful extras and ideas to defer. Data readiness, risk, adoption and dependencies inform the ranking. A workshop with your team challenges the assumptions and confirms priorities. For the strongest opportunities, use-case briefs explain the current and future workflow, required data, human controls and success measures.

Illustrative example · not client data

Opportunity matrix

Implementation effort: high at the top, low at the bottom

Deprioritise

Low impact · high effort

Custom internal chatbot for rarely asked questions

Big swings

High impact · high effort

Cross-system proposal assistant using validated CRM and delivery data

Nice-to-haves

Low impact · low effort

Format occasional internal meeting notes

Quick wins · investigate first

High impact · manageable effort

Three examples below

Business impact: low on the left, high on the right

Selected quick win · illustrative example

CRM meeting updates

Today

Read notes, summarise the meeting, copy fields into CRM and record next steps.

With AI assistance

AI drafts a summary and field suggestions. Sales reviews them; CRM is updated only after approval.

80.0 h/month

Illustrative capacity released

400 meetings/month · 20 to 8 min

Before a build: validate timings including review, data quality and approval responsibilities with your team.

Four criteria guide prioritisation: business impact, strategic fit, implementation effort and total cost. You receive the matrix with the rationale behind each placement.

04 · Evaluate

Put costs beside the expected value.

Put costs beside the expected value.

The ROI working model compares several shortlisted opportunities and their combined value. Each row connects task volume, time released and staff cost with implementation and running costs. Sources, formulas and scenarios remain visible and editable. We distinguish capacity value from cash savings and assess additional contribution margin separately. This gives you a basis for budget decisions and lets you update the business case later without depending on us.

Illustrative example · not client data

From measured effort to a business case.

Volumes, handling times and costs make opportunities comparable. This simplified example shows the method; your assessment uses validated inputs from your business.

Swipe the table sideways to compare all figures →

First 12 months of operation · EUR
OpportunityHours freed / monthCapacity value / yearOne-off buildRunning cost / yearModel ROI
CRM meeting updates80.038,400 €12,000 €3,600 €146 %
Document processing66.728,000 €8,000 €2,400 €169 %
Support reply drafts40.016,800 €6,000 €1,800 €115 %
Combined portfolio186.783,200 €26,000 €7,800 €146 %

Example: CRM updates

400 meetings × 12 minutes saved ÷ 60 = 80 h/month. 80 h × €40 × 12 = €38,400 capacity value/year.

Transparent calculation

Model ROI = (annual capacity value − total first-year cost) ÷ total first-year cost. You receive the editable model, including sources and assumptions.

Illustration, not a savings promise. Capacity is not cash savings; revenue effects are assessed separately. Timings include review; costs and benefits assume 12 steady operating months. Document/support examples: 500/300 cases, 8 minutes saved each, €35/hour. No double-counting of shared benefits.

05 · Decide

Leave with a decision-ready roadmap.

Leave with a decision-ready roadmap.

The findings presentation brings the evidence, priority opportunities and business cases together. The roadmap turns them into a sequence: what to validate first, what can be piloted, and which larger initiatives depend on earlier work. Each stage has an owner, prerequisites and a decision gate. We review the recommendation with your team, including where a simpler process change or no build is the better choice.

The assessment is a standalone engagement. You keep the agreed presentation and editable working materials, including the process map, opportunity matrix, ROI model and roadmap. We explain how to use and maintain them. You can implement with your own team, another partner or us; implementation and ongoing support are separate decisions.

Illustrative example · not client data

A sequence with decision gates, not a wish list.

01 · Foundations & pilot

Pilot CRM follow-up

Sales and IT

Agree access, fields and approvals. Test a bounded set of cases.

Proceed when time savings and data quality are evidenced.

02 · Expand what works

Add document and service workflows

Process owners

Use validated templates and knowledge sources. Train the team and assign operational ownership.

Proceed when adoption, review quality and operation are stable.

03 · Larger initiatives

Connect proposal assistance

Sponsor and business teams

Bring reliable CRM and delivery data together. Reassess the larger business case.

Invest only when prerequisites and value have been confirmed.

Dependencies determine the order. Timing and scope are agreed for your situation; these stages are an example, not a fixed package.

The working documents stay with you.

We hand over the agreed materials in editable formats and explain how to update them. Use them to secure a budget, brief your team, compare partners or revisit priorities later.

01

Process map

An editable baseline of workflows, owners, systems and bottlenecks.

02

Opportunity matrix

Assessed opportunities, criteria and reasoned priorities for future decisions.

03

Use-case briefs

Current and future workflows, data needs, controls and success measures for priority initiatives.

04

ROI working model

Editable inputs, sources, formulas and scenarios. Recalculate when volumes or costs change.

05

Implementation roadmap

Sequence, dependencies, owners and decision gates for internal planning.

06

Findings presentation

A clear decision brief for leadership, business teams and implementation partners.

What we need

A clear scope and the right people in the room.

A clear scope and the right people in the room.

Before starting, we agree the processes in scope, deliverables, timeline and access boundaries. We need a business sponsor, access to the people doing the work and representative examples of the workflow. Anonymised documents can often be enough to begin; production access is not assumed.

Let’s find your first quick win.

Process and data flow map

Impact and effort assessment

Clear next steps & timeline

Sofia Kakkava, Founder of SK Consulting
HotelQuote CEO
Oliver Mascarenhas, Head of Sales at Centtrip
Hans Hahn
Nikolaos Baziotis, CFO / CIO at Premia Properties

Trusted by leading organisations across industries

30%

More team capacity*

200%

First-year ROI*

15+

Long-term clients

* Based on figures collected from our client projects. Results vary by scope and starting point.

Silvercrest AI

Silvercrest AI

Tell us what you want to change, and we will tell you what we would do first.

We’ll review your message and agree the next step with you.

Let’s find your first quick win.

Process and data flow map

Impact and effort assessment

Clear next steps & timeline

Sofia Kakkava, Founder of SK Consulting
HotelQuote CEO
Oliver Mascarenhas, Head of Sales at Centtrip
Hans Hahn
Nikolaos Baziotis, CFO / CIO at Premia Properties

Trusted by leading organisations across industries

30%

More team capacity*

200%

First-year ROI*

15+

Long-term clients

* Based on figures collected from our client projects. Results vary by scope and starting point.

Silvercrest AI

Silvercrest AI

Tell us what you want to change, and we will tell you what we would do first.

We’ll review your message and agree the next step with you.

Let’s find your first quick win.

Process and data flow map

Impact and effort assessment

Clear next steps & timeline

Sofia Kakkava, Founder of SK Consulting
HotelQuote CEO
Oliver Mascarenhas, Head of Sales at Centtrip
Hans Hahn
Nikolaos Baziotis, CFO / CIO at Premia Properties

Trusted by leading organisations across industries

30%

More team capacity*

200%

First-year ROI*

15+

Long-term clients

* Based on figures collected from our client projects. Results vary by scope and starting point.

Silvercrest AI

Silvercrest AI

Tell us what you want to change, and we will tell you what we would do first.

We’ll review your message and agree the next step with you.