We integrate Claude API into enterprise systems. Without replacing what you already have.
API-first approach: agents, copilots, RAG, workflow automation. Implementation with compliance (LFPDPPP, SOC 2 alignment), LLM cost observability and handoff with team training.
Models we work with.
Claude (Anthropic)
Our recommended model for most enterprise cases. Best-in-class at long-context reasoning and instruction-following.
OpenAI GPT-4 / 5
When your use case requires GPT specifics: vision pipelines, real-time API, specific function calling patterns.
Gemini (Google)
For projects with Google Workspace integration, multimodal at scale, or when the client mandates Google.
Open-source (Llama, Mistral)
When data residency constraints exist or the client needs to run models on their own infrastructure.
Where we usually deploy AI.
- AI agents for customer support
- Internal copilots for sales teams
- RAG over internal documentation
- Workflow automation
- Legal / technical document analysis
- Assisted proposal generation (ref: GV Proposals)
GV Proposals: 2 years running on Claude API.
Internal product we use daily to generate commercial proposals. Live in production since 2024 with measured impact: ~80% reduction in drafting time, higher acceptance rates, and a documented stack we use as blueprint for AI projects with clients.
What we guarantee.
- LFPDPPP compliance (Mexican enterprise) operating under NDA signed from first contact.
- SOC 2 alignment for US enterprise — technical and procedural controls aligned to the framework.
- Client data is NEVER used for model training (Anthropic API, OpenAI Enterprise, Gemini).
- LLM cost audit — token usage, p95/p99 latency, retry rates instrumented from day 1.
- Call and latency observability via OpenTelemetry / Datadog / client's preferred APM.
4 phases, end-to-end.
1-2 weeks
Identify AI use cases with clear ROI in your current systems.
1 week
Integration architecture + prompt engineering + cost modeling.
3-6 weeks
Implementation + testing + observability + security hardening.
Ongoing
Monitoring, cost optimization, fine-tuning, model upgrades.
30-min discovery call. We map opportunities and quantify potential ROI before any commitment.