The Kobatela solution
Kobatela combines crowdsourcing and artificial intelligence to connect quotes, invoices, local prices and on-site observations. Monitoring is tailored to your project’s context and milestones to document progress and inform your decisions from afar.
01
Reduce your reliance on information from the people carrying out the project, through an approach designed to keep observations impartial.
02
Connect every new piece of information with what was planned, observed and already clarified. Understand how the project is progressing and which questions remain open.
03
Focus monitoring on the points that need your attention: a missing document, an inconsistency to clarify or an additional check to arrange.
Our approach to preventing collusion
Collusion between participants can make misleading information appear consistent. Our approach takes this risk into account from the outset when designing the monitoring plan.
The system is designed to limit conflicts of interest and opportunities for collusion that could distort a check.
The value of a project file depends on the quality and independence of its evidence, as well as its consistency. Collecting more documents is not enough to strengthen a conclusion.
Every conclusion should be explainable through the available facts and revisited when doubt remains. A risk signal calls for verification, not an accusation.
Our continuous intelligence system
Our continuous intelligence is designed to preserve context, improve useful reference points and strengthen verification through experience. Monitoring evolves as new documents and observations become available.
Quotes, deliveries, progress and explanations form a shared history. New information may confirm one point, clarify another or reveal a question that had not previously been visible.
Economic reference points are designed to account for location, timing and what is genuinely comparable. The aim is to interpret prices in context, with explicit limitations when references are missing.
Verified observations and review feedback are intended to improve reference data and monitoring quality, within the permitted uses of the data. This knowledge should make future analysis more relevant.
Fictional example · a delivery
“Does the delivery match what was planned?”
The invoice specifies a quantity and a product reference.
The observation covers the stock visible at a particular time.
Have some bags already been used? Is this the same delivery? The discrepancy alone does not establish fraud.
Adaptive monitoring, explainable conclusions
The monitoring we are developing connects observations with useful actions: requesting a document, proposing another observation or referring a matter for specialist assessment. Checks follow the project's milestones and needs, within the agreed scope.
AI helps read and cross-check information. Sensitive or ambiguous situations call for human review. Reports should distinguish observations, inferences, uncertainties and proposed next steps.
A history of explanations and corrections helps you understand why a conclusion changes. You remain in control of decisions about your project.
Different projects
The reference scenario illustrates a villa in Bingerville over 12 months.
Explore this project ↗To be assessedStock, purchases, sales and supporting documents: a scope to define together.
Explore this project ↗To be assessedObservations linked to the season and production cycle: scope to be assessed.
Explore this project ↗Crowdsourcing brings together local contributors to collect targeted observations. Artificial intelligence cross-checks these against quotes, invoices and other documents, available local price references and the project’s context. This helps document progress, identify discrepancies and highlight points to clarify. Sensitive or ambiguous situations call for human review.
Monitoring is tailored to your project’s milestones or an agreed regular schedule. Each new observation adds to the analysis. Our team confirms the scope, frequency and availability of checks before monitoring begins.
It is designed to limit conflicts of interest and collusion that could distort a check. The aim is to preserve independent sources and keep conclusions defensible. This protection aims to reduce opportunities for undue influence; it does not guarantee the absence of fraud.
We are developing a memory that connects new observations with the project's history, relevant market references and lessons from verification. Monitoring evolves with the available information. It does not mean a permanent presence on site.
AI is designed to help analyse and cross-check information. Sensitive or ambiguous situations call for human review. Conclusions must stay connected to the evidence and its limitations; you retain control of decisions about your project.
An initial monitoring scope, stages, details of the planned checks, a calendar and an estimate when a reference covers the scenario. The result is accessible without providing an email address. The simulator, generated plans and customer emails are available in French and English.
No. The simulation requires no account or payment. Our team must confirm the scope, availability and quote before any work starts.
No. Kobatela structures independent verification. It does not transfer, hold or release your project's funds.
An observation describes what can be seen within its scope. A professional assessment answers a specific technical question; it remains separate and may require a separate quote.
The simulator offers a reference villa in Bingerville, Côte d’Ivoire. This illustrates a scenario and does not guarantee operational coverage. The team assesses feasibility for each location.
The price depends on the planned work, context and confirmed scope. Your construction budget does not artificially increase the cost of the same service. Simulator amounts are illustrative, with taxes and availability to be confirmed.
The simulation does not request documents. You only indicate the types of records available. Avoid sensitive data in your description.
Your project deserves evidence
No account. No payment. Scope subject to confirmation by our team.
