Softment
AIAssistants, RAG, multimodal features, enterprise AI

Technology

Gemini

Gemini implementation for production software delivery with clean architecture, maintainability, and predictable rollout. Built for United States teams with Americas overlap (EST/PST-friendly).

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

4+ supported
Gemini API integration
GCP auth and project setup
Tool calling and structured output patterns
Evaluation and observability hooks

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.

Regional

Delivery considerations for your region

Compliance & Data (US)

For US teams, we build with auditability in mind: clear access boundaries, least-privilege roles, and reviewable operational controls.

We can align delivery with SOC 2 / ISO-friendly practices (without claiming certification): evidence-ready logs, secure-by-default config, and clear ownership.

  • SOC 2 / ISO-friendly implementation patterns (no certification claims)
  • Least-privilege access and permission boundaries
  • Security review checklists for auth, payments, and data flows
  • PII-safe logging + incident response playbooks (on request)
  • Retention and deletion flows where required
  • NDA + vendor onboarding docs on request

Timezone & Collaboration (Americas)

We support teams across the Americas with meeting windows that work for EST/CST/MST/PST.

We keep delivery predictable with weekly milestones, concise async updates, and written decisions to reduce calendar load.

  • Americas overlap with EST/PST-friendly windows
  • Async-first updates with written decisions
  • Weekly milestone demos + change control
  • Fast turnaround on blockers and clarifications
  • Clear owner per workstream and escalation path

Engagement & Procurement (US)

US-friendly engagement structure: clear SOWs, milestone billing, and invoice cadence that fits typical procurement workflows.

If you need vendor onboarding artefacts, we can provide security posture summaries and delivery process documentation.

  • USD invoicing and milestone-based payment schedules
  • SOW + scope lock options for fixed-scope work
  • Time-and-materials for evolving requirements
  • Procurement-ready documentation on request
  • Optional paid discovery to de-risk delivery

Security & Quality (US)

We ship with a security-first checklist and performance budgets—so releases stay stable under real traffic.

Expect clean PRs, reviewable changes, and production-ready testing from day one.

  • Threat-aware checks for auth, roles, and sensitive data flows
  • CI-friendly testing: unit + integration + critical path smoke tests
  • Performance budgets (Core Web Vitals-minded) and bundle checks
  • Structured logging + error tracking hooks (Sentry-ready)
  • Rollback-safe releases and clear release notes
Ready to start?

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Share your requirements for United States delivery. USD-based engagements.

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