Temp agency · Artificial intelligence

How Scroll developed a temp agency platform connected to WhatsApp

MistralNext.js Supabase n8n WhatsApp KYC
Home page du site de Sistr

Sistr (sistr.ai) is the digital wallet for temp workers: they keep their profile, documents and availability in one place and only receive assignments that match. Sistr started from scratch: Scroll designed and built the entire platform.

On WhatsApp, temp workers simply ask their questions (“what are my next assignments?”). The AI agent answers, flags missing documents and sends reminders. The temp agency sees in its dashboard who is available for each assignment.

-45 %
admin time on availability and documents
2x
faster to find available temp workers and match them to assignments
+60 %
more documents completed before assignments, thanks to document checks and automated reminders

Problem / Mission:

Sistr needed to create a comprehensive solution to digitize and streamline temp worker management.

The challenge was not to replace an existing tool, but to build a business platform from the ground up, with a simple logic: maximize ease of communication between temp agencies and temp workers, while automating repetitive tasks.

In the temp industry, responsiveness is essential. Agencies must be able to quickly identify available profiles, verify their documents, propose suitable assignments, and maintain a clear overview of everyone’s availability.

For temp workers, the experience had to remain simple and accessible. Rather than imposing a new, complex tool to learn, Sistr wanted to integrate part of the process directly into WhatsApp, allowing temp workers to interact with the platform through a channel they already use.

Scroll’s mission was therefore to design and develop a web platform connected to WhatsApp, capable of managing availability, documents, assignments, and matching between agency needs and temp worker profiles.

Sistr

Solution

We supported Sistr in framing, designing, and developing a dedicated business platform for temp worker management.

The solution is based on a web application that allows temp agencies to manage their operations from a centralized dashboard. Teams can view profiles, track availability, manage documents, visualize assignments, and identify the most relevant temp workers for each need.

A scheduling system allows temp workers to input their availability, so agencies can quickly see who is available for a given assignment. This information is then used in the matching process between open assignments and available profiles.

The platform also includes a matching module that pairs assignments with temp workers based on various criteria: availability, profile, validated documents, administrative information, and alignment with assignment requirements.

To simplify the temp worker experience, an AI chatbot connected to WhatsApp was implemented. It allows temp workers to interact with the platform conversationally, without necessarily using a traditional web interface. They can submit information, update their profile, input their availability, and follow certain steps related to their assignments.

A KYC and document validation process was also integrated via Youcheck. The goal is to ensure reliable collection and verification of the necessary documents before assigning certain missions.

On the technical side, the platform was developed with Next.js and Supabase to provide a solid, fast, and scalable foundation. n8n was used to orchestrate automations, connect various services, and streamline exchanges between the platform, WhatsApp, and document verification tools.

Sistr

Results

Compared with the pre-app process: 45% less admin time on availability and documents, temp workers found and matched to assignments twice as fast, and 60% more documents completed before assignments.

In production since June 2026, the matching engine and WhatsApp chatbot serve a pool of around 5,000 temp workers, nearly 2,000 of whom are reachable and contacted regularly.

The platform enables Sistr to structure a new experience for temp agencies and temporary workers.

Agencies now have a centralized tool to track profiles, availability, documents, and assignments. On their end, temporary workers can interact with the platform more easily, particularly thanks to WhatsApp integration.

The solution provides better visibility into availability, reduces manual exchanges, and simplifies matching between assignments and available profiles.

Sistr
“We brought Scroll in to design a first product and quickly test our assumptions, on both the market and the user side. A team perfectly suited to this way of working: build, learn, adjust. I recommend them… but not too much, because I still need them!”
Yannis LacourYannis Lacour · co-founder of Sistr
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