EdTech · HR-tech

From business canvas to a student-work marketplace demo in about six weeks

The client had a business model and no product. We built a student-task marketplace MVP where the server enforces legal and platform rules, and put a demo stand live.

Status
MVP in operation (demo stand)
Timeline
about 6 weeks, 7 working days by commits
Stack
  • Python / FastAPI
  • PostgreSQL
  • SQLAlchemy
  • React / TypeScript
  • OpenTelemetry
  • Docker / nginx

The task

A regional operator of a student employment platform had a business model canvas but no product. Universities, a technology park and a government body needed to see a working flow: task, verified student, mentor, result, dispute with an SLA. Consent, self-employed status, mandatory mentoring and off-platform hiring protection had to be enforced by the server, not by policy.

What we built

Outcome

~6 weeks
from first commit to a deployed demo with all workspaces; 7 working days in commit history
3 checks
run by the server before a contractor is assigned: data consent, self-employed status, mentor; each with a plain refusal
7 of 7
business canvas blocks covered by MVP modules; 4 gaps named explicitly in the coverage map
47 endpoints
21 tables and 21 screens: MVP scope counted from the code

Services

More cases

Manufacturing · Building materials

MVP in operation

Panel specs from CAD drawings in seconds, not hours

Reads DWG/DXF layouts and builds the Excel spec: 10–⁠30 seconds instead of 2–⁠15 hours by hand. All 784 panels of one real project matched the manual spec line by line.

784/784 and 189/189
panels on one project and wall panels on another matched the manual specs line by line, size groups included; area within 0.001 m²
2–15 h → 10–30 s
to produce a project spec: manual work vs app processing, measured on real projects

Real estate · PropTech marketplace

MVP in operation

Land-plot marketplace with a next-step plan: MVP in 2 months

From a mock-up to a working platform: plot → works → contractor → request. Rule-based next-step engine, three dashboards, personal-data compliance. MVP in 2 months.

2 months
from approved spec to a pre-release MVP on an HTTPS stand: week 9 against the plan’s own 10–13 week estimate
7 days
from spec to the first full-implementation commit: 168 files, 21.5k lines, then two months of hardening to pre-release

Marketplace e-commerce · Pricing

Pilot

Rule-based repricing: a pilot whose contract terms are enforced in code

Competitor prices tracked per SKU, a price computed by rules inside an agreed corridor and applied only after confirmation. Pilot: 10 SKUs, setup within 14 days.

10 SKUs · 2 scenarios
pilot scope; the SKU cap and both scenarios are enforced in code and verified by contract tests, so the cap cannot be exceeded
up to 14 days
contractual setup window from client inputs to launch, then a 1-month pilot; the service tracks the dates and closes access when the period ends

Estimate the payback of a similar process

AVA lets you work out the economics of your process on your own figures, with no form and no price from us. It shows what the manual work costs, what cash effect automation would give and what budget would pay back. If the effect does not even cover running costs, it says so.

Estimate the payback

Discuss a similar problem

Describe the process and the data you have. Before any work starts we will tell you what can be measured in money, what cannot, and whether it is worth doing.

In the reply we will say what we understood, what we need to clarify and whether it is worth doing.

or email us directly: hello@xteam.pro

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