The entire matching flow in Cinode: From email to booked consultant with AI

The competitor responded to the client within twelve minutes. You replied after two days. Who do you think won the assignment?

In the consulting industry, speed, precision, and access to the right expertise are what determine whether you win or lose a deal. This is where matching comes in – the core of every consulting firm.

And this is where Cinode changes the game.

This article walks through the entire matching flow in Cinode: how an assignment is captured via email, turned into a project in the pipeline, is then AI-matched to the right resource; employee, subcontractor, candidate, or partner consultant, and finally booked. All within one seamless flow. Powered by AI that understands what you actually mean, not just the words you used.

🚀 This is for you if you want to increase utilization, respond faster to requests, and win more assignments without spending hours reading emails, searching Excel files, and messaging around to find the right person.

The full flow, in short

1. Incoming assignments are captured via MailMatch (AI that reads the email, attachments, and links) or manually if you prefer.

2. A project is automatically created in the pipeline, with one or more roles – skills, dates, scope, and location are extracted automatically.

3. CRM and delivery are handled in the same view. The client, project, roles, and staffing are all connected. Using another CRM? We can integrate it.

4. AI-driven semantic matching finds the right person – not just based on exact keywords, but on the actual meaning of the skills.

5. Match across everything at once: employees, subcontractors, candidates, and partner consultants.”

6. Book directly onto the role – now also for candidates, without first converting them into employees or subcontractors.

7. Can’t find the right fit internally? Post the role to partners or the entire Cinode Network in just a few clicks.

8. Close the deal: a tailored CV and proposal are generated directly from Cinode data – powered by AI.

🎯 Result: more won assignments, higher utilization, and happier consultants.

Step 1: Incoming assignment – from email to project in seconds

Everything starts with the deal. For most consulting firms, that means a constant stream of requests from clients and intermediaries via email, competency portals, and RFPs.

The most common way of working today? Someone reads the email, copies the information into the pipeline, compares it against available consultants, checks with a few managers – and maybe, just maybe, manages to send a response to the client the same day.

With Cinode’s MailMatch feature (also called Inbound), the manual work disappears. AI reads incoming emails in a shared inbox, follows links to procurement portals, and automatically interprets attachments such as PDFs and Word files.

What is extracted automatically?

• Assignment/project title.
• One or more roles.
• Skills and proficiency levels – including semantically similar terms.
• Start and end dates.
• Scope (percentage or hours per week).
• Location.
• Sales owner and intermediary.
• Any attached requirement specifications.

If multiple positions are described in the same email, separate roles are automatically created for each assignment, each with its own skill requirements, dates, and matching results.

You can also receive notifications directly in Microsoft Teams or Slack, and let the Pipeline Assistant automatically clean, sort, and structure your pipeline.

Prefer to enter some assignments manually? No problem. You keep the same flow and matching logic, and decide yourself when AI becomes part of the process.

Step 2: CRM and delivery in the same view – or integrated with your existing CRM

A common challenge in the consulting industry is the gap between sales and delivery. Sales makes a promise, the delivery organization lacks visibility, and consultants sometimes hear about their assignment through informal channels.

With Cinode, everything is connected.

Deal, project, role, and staffing are brought together in one unified flow. Sales immediately sees available consultants and their skills in the pipeline. The resource manager gets full visibility into the sales pipeline. The CEO sees utilization forecasts. Everyone works from the same real-time information.

Already using another CRM? No problem. Cinode integrates with existing CRM systems. You keep your sales engine and add Cinode’s matching and staffing engine, purpose-built for consulting firms.

Step 3: Semantic AI matching that understands what you mean

This is where the real superpower comes in. Traditional skill matching relies on exact keyword matches: if you search for “Agile,” you only find consultants tagged with that exact word. Anything like “Scrum,” “Kanban,” or “SAFe” is missed, even though they are clearly related.

Cinode’s matching understands how skills are connected. A consultant with Scrum experience can be matched to a role requiring Agile, because the system knows they are related.

What the matching engine takes into account

• Skills and proficiency levels – both exact and semantically related matches.
• Availability – real-time green, yellow, and red indicators.
• Dates and scope – ensuring you don’t suggest someone already fully booked.
• Location – based on office locations and configurable radius.
• Must-haves vs. nice-to-haves – weighted so candidates who meet all critical requirements rank higher.
• Favorite skills – highlighted in the consultant’s profile.
• Dream assignment – yes, we’ll come back to that. This is the real gem

AI can also suggest relevant skills based on the role title and description. For example, if you enter “Senior Cloud Architect with a focus on the financial sector”, the system generates a likely set of required skills to start from. This saves time and ensures no critical skills are missed.

Step 4: Match your entire capacity – not just your employees

Many systems stop here. They only match against internal employees and nothing else.

Cinode matches across your entire network at once, in a single unified view.

Employees
Your own consultants with complete profiles: skills, certifications, project history, and availability. You see staffing in real time and can make both tentative and confirmed bookings with a single click.

Subcontractors
Subcontractors you work with can be added as individual profiles in the system.
Same matching engine, same view, same booking flow – without emails or manual coordination. You instantly see who is available and relevant.

Partner consultants
Through Cinode’s partner functionality, consulting firms can share capacity directly in the platform. Once a partner company is connected, their available consultants can appear in your matching – and yours in theirs.

It’s a unique way to scale capacity without hiring, made possible because partner firms already exist within Cinode.

Candidates – new: direct booking

🚀 New 2026: You can now book candidates directly onto a project role – without first converting them into employees or subcontractors.

This is a real game-changer. Previously, candidates had to be converted before they could be staffed on assignments, creating unnecessary administration and slowing down responses to clients.

Now you can:

• Identify a suitable candidate through the matching function.
• Click “Book” directly.
• Generate a tailored consultant CV in your template and send it to the client.

Won the assignment? Great – simply convert the candidate into an employee or subcontractor with one click, and they immediately appear in utilization and planning views.

This connects recruitment and staffing in one continuous flow. You can respond to client requests with candidates already in the pipeline, plan ahead, and formalize the setup once timing is right and the assignment is secured.

Step 5: Can’t find the right fit internally? Publish the role externally

It happens. Sometimes you simply don’t have the right expertise in-house. Subcontractors are fully booked, and your partners don’t have the right profile. That’s when you publish the role externally – directly from the same platform.

Three levels of external publishing

Partner
Send the role to specific connected partner companies or partner groups. They receive an email with a link and can respond directly in Cinode.

Subcontractors
Send the role to selected subcontractors with invited accounts.

Cinode Network
Publish the role to the entire Cinode Network – thousands of connected consulting firms that can respond with available consultants.

Cinode Market
Publish publicly as an ad on cinode.com/market/ that you can easily share, for example on LinkedIn.

You define the conditions: title, description, deadline, hourly rate (what you offer the receiving consultant, often lower than what you charge the client), currency, contact person, and whether the assignment is remote, hybrid, or onsite. Project attachments can also be included.

Want to share it externally? You can publish your Cinode Market ad to social media with a single click.

When a partner responds, you receive an email. All responses are available under Network → Requests → Sent, where you can review consultants under Responses and book directly – either tentatively or definitively. The status automatically changes from Open to Assigned. Done.

The same flow applies whether you staff internally, externally, or with a mix of both.

Step 6: Listen to what the consultant actually wants

This is often what gets overlooked.

Matching is usually described as an algorithm problem. But in reality, it’s something very different: a consultant placed in the wrong assignment won’t stay for long. And a consultant who gets their dream assignment becomes more engaged, more loyal, and performs better.

In Cinode, every consultant can define their dream assignment directly in their profile. This becomes visible to the resource manager when viewing match scores – for example by hovering over the result. It gives an immediate signal: “This role is a perfect fit for Anna – both in terms of skills and what she actually wants to do.”

With the Role Satisfaction feature, employees can continuously rate how satisfied they are in their current role and signal when they are ready for something new.

The result is a system that doesn’t just match on skills, but also on ambition, motivation, and development.

This leads to consultants who are more satisfied, stay longer, and become stronger ambassadors for the company.

Step 7: Close the deal – tailored CV and proposal directly from the match

Once the matching is done and the consultant is selected, the next step is often the most time-consuming: producing a winning CV tailored to the specific assignment and preparing the proposal for the client. Cinode takes you all the way through this process.

Tailored CV in minutes

Cinode CV automatically highlights the most relevant skills, projects, and certifications from the consultant’s profile – aligned with the requirements of the role.

The CV is generated in your company’s layout, branding, and language. You can also set up multiple templates depending on client or context. No hours in Word, no copy-pasting from LinkedIn.

Proposal and client communication powered by AI – via Cinode MCP Server

With the Cinode MCP Server, you can connect your own AI agent (such as Claude, ChatGPT, or similar) directly to your Cinode data. This allows you to say: “Write a proposal for this assignment with Anna as the consultant, including three relevant reference projects and the rate from the framework agreement.”
The AI retrieves the data directly from Cinode and produces a ready-to-send draft. The same applies to follow-up emails, status updates, and client presentations.

The entire flow – from incoming email to sent proposal with a tailored CV – in one platform, in minutes. This is where matching ends and business begins.

💼 What it means for the business

All of this; MailMatch, semantic matching, all resource types, candidate booking, partner publishing, and dream assignments is not just a set of features. It’s what actually moves the needle in the business.

Concretely, it means:

• Faster responses to clients
  From email to a matched shortlist in seconds, not hours. In many cases, the winner is the one who responds first.
• Higher utilization
  Less bench time, more billable hours, because the right consultant is found in time.
• More won assignments
  Better matching accuracy ensures the right CV reaches the client directly, not just the closest available one.
• Scalable capacity
  You can win assignments beyond your own headcount – by leveraging subcontractors, partners, and the Cinode Network.
• Lower attrition
  Consultants matched on both skills and ambition are more likely to stay longer.
• Less administration
  Sales and delivery in the same view. Everything that belongs together is connected.

Cinode is a simple and user-friendly system, which gives us a good overview and an efficient matching process by being able to match with both employees, subcontractors, candidates and partners. We can share all of our available consultants in different regions and countries all over the company, which can lead to more opportunities for our customers, and thus increase our hit rate and market share.

Lina Säfström, Staffing Manager, Nexer

💡 Frequently asked questions about matching in Cinode

How does AI matching in Cinode work technically?

Cinode uses semantic matching, meaning the AI understands that skills are related, not just identical. A search for “Agile” can surface consultants tagged with “Scrum” or “Kanban”. The matching score weights exact vs. related matches, must-have vs. nice-to-have requirements, availability, dates, scope, and location.

Do we need to switch CRM to use Cinode?

No. Cinode can either be your single system for both sales and delivery, or it can integrate with your existing CRM. Many customers prefer having everything in one place, but the flexibility is there if you’ve already invested in another CRM.

What’s the difference between matching employees, subcontractors, candidates, and partners?

Technically, all use the same matching engine; the same skills, scoring model, and interface. The difference lies in the type of resource:

• Employees: your internal consultants.
• Subcontractors: external consultants you already work with.
• Candidates: people in your recruitment pipeline (now can be booked directly onto roles).
• Partners: other consulting firms sharing available capacity through the platform.

Can candidates really be booked onto assignments without being employed?

Yes. This is a new feature in Cinode. Candidates can be booked directly onto project roles and appear alongside employees and subcontractors in the staffing view. They remain in the recruitment module until you explicitly convert them into an employee or subcontractor.

What is the Cinode Partner Network?

It’s a network of thousands of consulting firms connected in Cinode. You can share available capacity and publish roles to selected partners or the entire network. It allows you to scale beyond your own organisation without hiring.

Can AI write proposals and client emails directly from Cinode?

Yes, via the Cinode MCP Server. You connect your own AI agent (such as Claude, ChatGPT, or similar) to your Cinode data. The AI can retrieve consultant details, project references, framework agreement rates, and more – and generate proposals, CVs, or emails in seconds.

Cinode CV also creates tailored CVs in your company’s template, weighted against the role requirements.

How long does it take to get started?

You can sign up for free and start immediately with Cinode Free (up to 10 users), or start a 14-day trial (without API) including Skills, Business, and Partner modules. No credit card required.

👀 Want to see it live?

The easiest way to understand how Cinode’s matching flow works is to see it in a demo or try it yourself.

• Book a demo: cinode.com/book-a-demo
  
• Sign up for free: app.cinode.com/signup
  
• Watch the short video: The full matching story in 3 minutes

The competitor responds within twelve minutes. So the question is not whether you need AI-powered matching – but how long you can afford to wait.