Service
AI and Machine Learning Solutions
AI and machine learning solutions apply language models and prediction to specific business tasks such as support chatbots, document processing, search and forecasting. InvoZeal integrates LLMs into your systems with guardrails, evaluation and access control, rather than shipping a demo that cannot be trusted.
What you get with ai and machine learning solutions
- Use-case selection and feasibility
- LLM and retrieval integration
- Guardrails, evaluation and logging
- Integration into existing apps
- Monitoring and iteration
How the work runs
- 01
Discovery
We map your processes, users and systems and agree scope, risks and success measures.
- 02
Design
Architecture, data model and interface flows are prototyped and reviewed with you.
- 03
Build
Iterative releases with demos, code review and automated tests.
- 04
QA
Functional, regression and security testing before every release.
- 05
Launch
Deployment, data migration, training and a monitored go-live.
- 06
Support
Maintenance, upgrades and enhancements after launch.
Technology
- PostgreSQL
- .NET
- LLM APIs
- Python
Common industries: Healthcare, FinTech and Trading, HR and Workforce.
Frequently asked questions
›What is included in ai and machine learning solutions?
Typical deliverables are: use-case selection and feasibility; llm and retrieval integration; guardrails, evaluation and logging; integration into existing apps; monitoring and iteration. The exact scope is agreed after a short discovery phase.
›How much does ai and machine learning solutions cost?
Cost depends on scope, integrations, number of users and compliance needs. After discovery we provide a fixed estimate or a time-and-material plan with written assumptions so you can compare options before committing.
›How long does ai and machine learning solutions take?
Timelines vary with scope. We split work into milestones and release working software early, so you can validate direction before the full build is complete.
›Which technologies will you use?
For this service we typically work with LLM APIs, Python, .NET, PostgreSQL. We choose the stack to fit your existing systems and your team's ability to maintain it.
›Do you provide support after launch?
Yes. We offer maintenance and support plans covering bug fixes, upgrades, monitoring and enhancements, and we hand over documentation so you are never locked in.
Ready to start with ai and machine learning solutions?
Send us a short brief and we will reply within one business day.