Most consulting firms reach a point where they realise their skills data isn't working. Not because they don't have a system – they usually do. But because the skills information inside it has become a list rather than an intelligence layer. Duplicates accumulate. Proficiency levels mean different things to different people. Certifications expire without warning. And when a project requires a specific tier of expertise, the system can tell you who holds the tag – but not how deeply they hold it, or whether they actually want to do that work.

That gap is what MuchSkills is built to close.

MuchSkills is an AI-powered skills intelligence platform. Consulting and professional services firms use it to build validated, searchable skills data that drives staffing decisions – and to generate client-ready CVs from that live data through CV Inventory. HR and L&D teams use it to map capability gaps, design development pathways, and connect learning investment to outcomes that actually show up in workforce planning. Compliance-driven organisations – aerospace operators, engineering firms, IT consultancies managing partner-tier certifications from AWS, Microsoft, or Cisco – use it to track credentials with a full audit trail and produce the evidence that clients and regulators require. Engineering and product teams use it to understand squad-level capability, surface key-person risk, and know whether the skills a project needs actually exist in the organisation before the project starts.

Cinode is a different kind of platform. It asks: who is available, what can I sell, and how do I run the operation? Skills management is one module inside a broader consulting operations suite that includes a CRM, resource planner, project pipeline, subcontractor management, and a marketplace connecting 9,000+ consultancies. For firms that want one system consolidating all of that, Cinode was built for exactly that need.

The distinction matters because these platforms are solving different problems. MuchSkills is the skills intelligence layer – it integrates with the CRM, LMS, resource management system, and HRIS you already have, rather than replacing them. Cinode is the operational backbone – skills is one of several modules running inside it. If the pain is operational consolidation and you want a partner network built into your platform, that is Cinode's territory. If the pain is the quality, depth, and reliability of your skills data – and what you can do with it – that is where MuchSkills is built differently.

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At a glance

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Where MuchSkills wins

Skills depth is not the same as a skills module

MuchSkills is built around a single question: Is this data good enough to make a real workforce decision from? That means a pre-built, centrally curated database of 20,000+ unique skills – including 12,000+ in technology – as the foundation. Firms don't start from a blank page, and they don't inherit the duplication problem that comes from building a skills library organically over time.

Cinode takes a different approach. Their skills module lets consultants log what they know and managers search and match against it. For an operations platform, that is the right scope – but it means skills management gets the engineering attention proportional to its position in the product: one feature among many, serving the resource planner and CRM rather than being the point. G2 reviewers flag a predictable consequence: Cinode's skills database accumulates duplicate entries and near-identical terms over time. One reviewer described it as "currently quite a headache." For firms operating in multiple languages – common in Nordic consultancies – residual Swedish terms persist in English CVs and require manual cleanup.

For firms that need a taxonomy shaped to their specific practice areas and client verticals, MuchSkills' professional services team builds that structure during onboarding – so the result is a curated, maintained library rather than a self-assembled one that accumulates inconsistencies the moment people start adding their own terms. For IT and engineering consulting firms whose clients ask "do you have anyone with X?" before signing, that difference is not cosmetic. It is the difference between data you can act on and data you have to qualify every time you use it.

Every PSA platform has some form of skills management. The question is whether it is built to give you intelligence – or just inventory.

Cinode's skills module lets consultants log what they know, and managers search and match against it. For an operations platform, that is the right scope. But it means skills management gets the engineering attention proportional to its position in the product: one feature among many, serving the resource planner and CRM rather than being the point.

G2 reviewers flag a predictable consequence of that: Cinode's skills database accumulates duplicate entries and near-identical terms over time. One reviewer described it as "currently quite a headache." For firms operating in multiple languages – common in Nordic consultancies – residual Swedish terms persist in English CVs and require manual cleanup. There is no built-in deduplication that reliably resolves this.

MuchSkills provides a pre-built, centrally curated database of 20,000+ unique skills – including 12,000+ in technology – as the foundation. Firms don't start from a blank page, and they don't inherit the duplication problem that comes from building a skills library organically over time. For firms that need a taxonomy shaped to their specific practice areas and client verticals, MuchSkills' professional services team builds that structure during onboarding – so the result is a curated, maintained library rather than a self-assembled one that accumulates inconsistencies the moment people start adding their own terms. For IT and engineering consulting firms whose clients ask "do you have anyone with X?" before signing, that difference is not cosmetic. It is the difference between data you can act on and data you have to qualify every time you use it.

Knowing someone can do something is not the same as knowing how well

MuchSkills is built to answer a harder question than most platforms attempt: How capable is this person, specifically, right now?

The validated 1–9 proficiency scale divides into three meaningful tiers – Beginner (1–3), Intermediate (4–6), Expert (7–9). A beginner cannot yet produce independently. An expert can lead. The gap between a 5 and an 8 on a critical skill is the difference between a consultant who can contribute and one who can own a workstream.

Skills tags without depth create false confidence. A consultant tagged as knowing Kubernetes could be someone who completed an introductory course last year, or someone who has run production clusters for three years. The tag looks identical. The project outcome is not.

The 1–9 scale was designed to be honest and fast – profiles take 15 to 30 minutes to complete – and social transparency keeps the data accurate. When skills are visible to peers, people self-correct. No one claims expert status next to a genuine expert. This is backed by a World Bank study of 27,000 employees, and it is why MuchSkills data is trusted enough to make real staffing decisions from.

Skill Will: the dimension no other platform in the category tracks

Every platform tracks what consultants can do. MuchSkills also tracks what they want to do.

Skill Will assigns a motivation rating alongside each skill level. A consultant with a 7 on cloud architecture and a Skill Will of 3 is telling you something important: they are highly capable, and they do not want to do that work. A consultant with a 5 on the same skill and a Skill Will of 9 is someone whose motivation will close the capability gap on a live project.

This matters for two reasons that go directly to commercial outcomes. Delivery risk: a technically qualified consultant placed on work they have little interest in is a performance risk from day one – quality suffers, engagement drops, and clients notice. Retention risk: repeated mismatches between capability and motivation are one of the leading causes of consultant attrition. People leave not because they lack opportunities, but because the opportunities they keep being given are the wrong ones.

Cinode makes consultant ambitions visible in profiles. But there is a meaningful difference between an interest mentioned somewhere in a profile, and a structured motivation score sitting alongside every individual skill entry – searchable, filterable, and integrated into staffing decisions across twenty simultaneous projects. Skill Will is a fundamentally different model of what skills data should contain, and no other platform in this category has it.

CV Inventory: CVs that are only as good as the data behind them

Both platforms generate CVs. The question is what those CVs are built from.

Cinode's CV creation draws from consultant profile data – skills, experience, and project history. It works, and reviewers praise the output.

CV Inventory is built directly on top of MuchSkills' live skills platform. When a consultant's skills are updated – a new certification earned, a proficiency level revised after a project – that change flows into their CV data automatically. No version drift, no stale profile, no CV reflecting what someone remembered to update last quarter. In practice: paste in an RFP, and CV Inventory identifies the best-matched consultants from your entire workforce simultaneously, then generates tailored, brand-aligned CVs in seconds – each reflecting current proficiency ratings and certification status.

CV Inventory is the only CV tool in the category built on a live, continuously validated skills platform.

Certification tracking built for evidence, not just visibility

Cinode tracks certifications – firms can build a catalogue, set targets, and see what needs renewing. That serves the core operational use case well.

MuchSkills treats certification management as a compliance-grade function. The platform holds 8,000+ professional certifications, provides automated expiry alerts before credentials lapse, and maintains a full audit trail with attribution – every change recorded with who made it and when (v5.0).

The audit trail is what matters when a client asks for proof that your team holds specific certifications before signing, or when an internal audit asks for documentation under ISO 9001 Clause 7.2. The question at that point is not "do we know who has what" – it is "can we produce a verifiable record of it." That is a different capability from visibility, and it is where MuchSkills is built to operate.

Where Cinode fits

Cinode is a consulting operations platform built primarily for Nordic consulting firms. It combines skills management, CV creation, resource planning, a CRM, subcontractor management, and a partner marketplace in one system. Firms that want to consolidate several operational tools into one, and whose business model involves actively sourcing and sharing assignments across Cinode's network of 9,000+ consultancies, will find that it addresses a real set of operational needs.

Who should choose which

MuchSkills is the right choice for firms that:

• Already have a CRM or PSA they are satisfied with and want to add a dedicated skills intelligence layer without replacing existing infrastructure
• Need skills data they can trust for staffing decisions – not tags, but validated proficiency depth that drives accurate matching
• Want to know not just whether consultants can do work, but whether they are interested in using that skill – as a structured, searchable layer in resource decisions
• Generate CVs and RFP responses under time pressure, and need output built from live, validated data
• Need certification tracking at a compliance-grade level – automated expiry alerts, full audit trail with attribution, ISO Clause 7.2 evidence, or partner-tier credential management
• Are growing beyond a single market, or need enterprise-scale credibility with clients who require documented competence evidence
• Serve HR and L&D, compliance, or engineering and product use cases alongside consulting

Cinode may be worth evaluating for firms that:

• Want a single system covering skills, resource planning, CRM, and partner management in one place, and do not currently have those tools in place
• Actively use or want access to the Cinode partner network to source assignments or share consultants across a Nordic consulting marketplace
• Are a smaller or earlier-stage consultancy looking to consolidate operational tooling before investing in dedicated skills intelligence depth