AI Products
The market already offers mature, high-performing artificial intelligence products. You still have to choose the right ones, deploy them properly and connect them to your systems, without losing control of your data. That is where HDCE comes in.
- Selection
- Deployment
- Hosting in Canada
- Integration with your systems
- Data security and governance
The AI product families we deploy
Existing, market-proven solutions that we adapt to your context rather than reinventing everything.
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Conversational assistants and copilots
Assistants that answer questions, write, summarize and support your teams in their everyday work tools.
Typical useWriting assistance, customer service, internal help for employees.
With HDCEChoice of solution, access configuration and governance of how company data is used.
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Document AI and OCR
Automated reading, classification and extraction of information from scanned documents, forms and invoices.
Typical useProcessing invoices, client files, forms and archives.
With HDCEDeployment, hosting in Canada and integration with the software where the data needs to end up.
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Transcription and voice analytics
Speech-to-text conversion, summaries of meetings and calls, identification of topics and follow-up actions.
Typical useMeeting minutes, call centres, field notes.
With HDCEHosting of recordings and transcripts in a controlled environment, in Canada.
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Intelligent search in your data (RAG)
Ask a question in natural language and get an answer grounded in your own documents, with sources.
Typical useInternal knowledge base, procedures, contracts, technical documentation.
With HDCEConnection to your sources, respect for existing access rights and data that stays with you.
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Automation agents
Agents that chain repetitive tasks across several applications: read, decide according to rules, act, then report back.
Typical useProcessing incoming requests, administrative follow-up, updating systems.
With HDCEIntegration with your systems, permissions limited to what is needed and human oversight where it matters.
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Cybersecurity AI
Detection of abnormal behaviour, alert prioritization and help with incident analysis.
Typical useMonitoring workstations and servers, log analysis, threat response.
With HDCEDeployment and integration into your environments, backed by our cybersecurity teams.
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Predictive analytics
Models that spot trends in your data to anticipate demand, risks or maintenance needs.
Typical useSales forecasting, inventory management, preventive maintenance.
With HDCEData preparation and security, model hosting and integration with dashboards.
Private, sovereign AI: your data stays protected
Using artificial intelligence should not mean exposing your data. Depending on your needs and budget, we protect what goes out to public AI, or we keep everything in-house.
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Data pseudonymization
Before a request goes out to a public AI, sensitive information (names, addresses, file numbers, amounts, identifiers) is replaced with pseudonyms. The AI never sees the real data, and the response is re-identified on your side. It is a solution we develop and operate in-house.
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Local AI
Models deployed on your infrastructure or in our data centres in Canada. No data leaves your environment.
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GPU environments
We rent, purchase or install GPU servers in our data centres, according to your budget and compute needs.
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Private model training
We train and fine-tune models on your own corpora and datasets, and we work on model weights to get accurate, relevant answers. Building your own models is possible.
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RAG and vector search
Your documents are turned into vectors and indexed, so the AI answers from your information, with its sources.
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Voice
Transcription, summarization and voice agents. We delivered a voice project for TIB Finance, and we trained a voice from complete audiobooks.
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Natural language processing (NLP)
Text classification, information extraction, intent detection, summarization and document analysis in French and English.
An AI project doesn’t happen in one stroke. We start from your budget and objectives, then bring the infrastructure, the expertise and the right models to the table. Renting or buying GPUs, local AI or protected public AI: we help you choose the right path.
Our approach
- AssessUnderstand your processes, your data and what you really want to improve.
- ChooseCompare the available products and recommend the one that fits, without bias.
- DeployInstall and configure the solution, hosted in Canada when your data requires it.
- IntegrateConnect the product to your existing systems, with the right access and the right rules.
- SupportTrain your teams, monitor usage and adjust over time.
Frequently asked questions
What is data pseudonymization?
Before a request goes to a public AI, sensitive information (names, addresses, file numbers, amounts, identifiers) is replaced with pseudonyms. The AI never sees the real data, and the response is re-identified on your side. This solution is developed and operated by HDCE.
Can we use AI without sending our data to a public AI?
Yes, with local AI: models are deployed on your infrastructure or in our data centres in Canada, and no data leaves your environment.
Where are the AI products deployed by HDCE hosted?
When your data requires it, in Canada, in our data centres in Quebec, or directly on your infrastructure. We choose with you based on data sensitivity and your budget.
Do we need to buy GPU servers?
Not necessarily. Depending on your budget and computing needs, we rent, buy or install GPU servers in our data centres.
Want to know which AI product suits your business?