Software Development
Custom AI software, delivered to enterprise standards
AI-enabled products, integrations and platform extensions designed, built and operated by an engineering team that ships.
- Custom AI products and applications
- Integrations and platform extensions
- Cloud-native, secure and observable
- Long-term support and evolution
Executive introduction
Engineering rigor for AI in production
AI moves to production only when it meets the same engineering standards as the rest of your stack — security, reliability, observability, governance. CALLAIR's engineering team delivers AI software your operations team can live with.
Software built for reliability, security and long-term operation.
AI capabilities embedded as first-class system components.
Engineering practices that fit inside your enterprise IT environment.
Business challenges solved
Where AI software development unblocks value
Common gaps custom development helps close.
Off-the-shelf gaps
Build differentiated capability where vendor software stops.
Prototype-to-production
Take experiments to robust, supported systems.
Legacy integration
Bridge AI capability to systems of record that aren't going away.
Operational reliability
Apply real engineering discipline to AI workloads.
Talent constraints
Augment internal engineering capacity with senior AI delivery.
Solution overview
How CALLAIR engineers AI software
We engage as a senior engineering partner — designing, building and operating AI-enabled software with modern cloud-native practices, integrated security and disciplined operations.
Engagements range from focused product builds and integrations to ongoing platform partnerships.
Solution architectures aligned with your environment and standards.
Iterative, instrumented delivery with quality engineered in.
Operations, monitoring and continuous evolution beyond launch.
Key capabilities
Engineering capabilities included in every engagement
Standard software engineering deliverables CALLAIR provides.
Custom AI applications
Bespoke products built around your differentiated needs.
Platform extensions
Extending existing platforms with AI capability.
Integrations
Secure, observable connectivity between systems.
Data pipelines
Pipelines that move and shape data into AI-usable form.
MLOps
Deployment, monitoring and lifecycle management for AI systems.
Quality engineering
Automated testing, evaluation and governance built in.
Use cases
Where engineering creates the most value
Typical engineering use cases CALLAIR commonly delivers.
AI-powered web and mobile apps
Customer- and employee-facing applications with embedded AI capability.
Internal copilots
Domain-specific assistants integrated with your systems.
Workflow systems
Custom operational systems where vendor software falls short.
AI integrations
Embedding AI into existing CRM, ERP and operational platforms.
Data and reporting platforms
Custom analytical capability tailored to your business.
Pilot-to-production
Moving promising experiments into supported, reliable systems.
Integration ecosystem
Engineered to fit inside your enterprise IT environment
We integrate with your cloud, identity, data and DevOps standards.
- Salesforce
- HubSpot
- Microsoft Dynamics
- SAP
- Oracle
- WhatsApp Business
- Web chat
- SIP / PSTN
- Cloud telephony
- BigQuery
- Snowflake
- Looker
- Power BI
- SSO / SAML
- OAuth 2.0
- GitHub
- CI / CD pipelines
Benefits & outcomes
Outcomes engineering engagements typically unlock
Qualitative outcomes our software engagements are designed to deliver.
Production reliability
Software that meets the same standards as your core systems.
Differentiated capability
Where off-the-shelf falls short, custom builds give you an edge.
Faster pilot-to-production
Bridge between experimentation and reliable systems.
Stronger integration
AI woven into the systems your business already runs on.
Operational visibility
Observability and monitoring built in from day one.
Long-term evolution
Software designed to grow with your business.
Deployment approach
How engineering engagements run
Our four-stage delivery applied to software engagements.
- 01
Discover
Joint discovery to confirm priorities, map current workflows and define success criteria.
- 02
Design
Solution architecture, journey design, governance and integration blueprints.
- 03
Build
Engineering, configuration, training data and end-to-end quality assurance.
- 04
Scale
Production launch, optimization and expansion across channels, languages and use cases.
FAQ
Software Development — frequently asked questions
Engineer AI capability that ships and scales
Book a working session to scope a focused build and align it with your engineering standards.
Headquarters
75017 Paris, France