Technology
Gemini
Gemini implementation for production software delivery with clean architecture, maintainability, and predictable rollout. Built for Canada teams with North America overlap.
Best For
Ideal use cases
Products needing multimodal inputs (text + image) where applicable
Teams already using Google Cloud for data and infrastructure
Workflows needing strong integration with GCP services
What We Build
Projects we deliver
Multimodal assistants and copilots
Document and image understanding pipelines
RAG features integrated with existing platforms
Ecosystem
Compatible tools & integrations
Seamless Integrations
Works with your existing stack
Use Cases
Recommended use cases
Document and screenshot understanding features
AI assistants connected to GCP-based systems
Enterprise copilots with governance needs
Delivery
How we deliver
We design integrations to fit your auth and data access constraints.
We add cost/latency controls via caching and routing strategies.
We ship with evals and monitoring for production confidence.
FAQ
Frequently asked questions
Yes. We can scope multimodal features and define quality thresholds with fallbacks for low-confidence cases.
Yes. We commonly integrate with GCP storage, databases, and identity systems where it fits your architecture.
We implement caching, batching, and routing to manage cost and latency based on real usage patterns.
AI
Add AI on top of this stack
Two common AI services that pair well with this technology, plus a fixed-scope gig to start quickly.
Regional
Delivery considerations for your region
Compliance & Data (Canada)
For Canadian teams, we focus on practical privacy and security: least-privilege access, clear boundaries, and reviewable operational controls.
We can align implementation with SOC 2 / ISO-friendly practices (without claiming certification) and support documented data flows.
- SOC 2 / ISO-friendly patterns (no certification claims)
- Least-privilege access and secure session handling
- Retention/deletion and export flows where required
- PII-safe logging + access boundary documentation
- NDA and vendor onboarding docs on request
Timezone & Collaboration (North America)
We work with Canadian teams with North America overlap and meeting windows that fit your schedule.
Delivery stays predictable via weekly milestones, async updates, and clearly documented decisions.
- North America overlap and responsive communication
- Async-first updates with written scope decisions
- Weekly milestone demos and progress checkpoints
- Clear escalation path for blockers
- Tight change control with clear sign-offs
Engagement & Procurement (Canada)
We support procurement-friendly delivery: clear scope, change control, and billing cadence aligned to milestones when appropriate.
We can invoice in CAD for CAD-based engagements where required.
- CAD-based engagements and invoicing options
- Milestone-based billing and scope sign-offs
- Time-and-materials for evolving requirements
- Vendor onboarding pack on request
- Optional paid discovery to de-risk delivery
Security & Quality (North America)
We keep quality visible: clean PRs, reviewable changes, and test coverage that matches the risk of each feature.
Performance budgets and release discipline help maintain stability as the product scales.
- CI-friendly testing: unit + integration + smoke tests
- Performance budgets + bundle checks
- Structured release notes + rollback-safe deployments
- Security checklist for auth, roles, and data flows
- Observability hooks (logs + error tracking) ready for production
Want to scope this properly?
Share your requirements for Canada delivery. CAD-based engagements.
Reply within 2 hours. No-pressure consultation.