Everything included — nothing cut short
Every engagement comes with a full-stack team, clear milestones, and production-grade output.
LLM Integration
Connect GPT-4o, Claude 3.5, Gemini, or open-source models to your product with proper prompt engineering, context management, and cost controls.
RAG Knowledge Systems
Build AI that answers from your actual data — documents, SOPs, product catalogs, and FAQs — using vector databases and retrieval pipelines.
Custom AI Agents
Agents that take real actions — qualifying leads, drafting emails, updating records, routing tickets — with tool use and multi-step reasoning.
Streaming Responses
Token-by-token streaming so your users see AI responses as they generate — critical for chat interfaces and copilot experiences.
Observability & Evals
Full logging of every AI interaction, prompt-response pairs, latency, cost tracking, and automated evals to catch model drift.
Safe & Compliant AI
Content filtering, PII redaction, output validation, and guardrails so your AI behaves predictably in production — not just in the demo.
Modern tools.
Mastered.
We use the same technology stack trusted by the world's fastest-growing companies — not legacy frameworks that slow you down.
How we work
with you
AI Readiness Audit
We evaluate your data, workflows, and codebase to identify exactly where AI will create the most value — and what it will take to get there.
Prototype & Validate
A working prototype in 2 weeks so you can see and test the AI behavior before we build for production.
Production Engineering
Prompt engineering, context window management, retrieval pipelines, streaming, rate limiting, and cost optimization — all built properly.
Evals & Fine-tuning
Automated test suites that catch regressions, and fine-tuning pipelines if your use case needs domain-specific behavior.
Monitor & Improve
Ongoing monitoring, usage analytics, cost dashboards, and iterative improvement as you gather real user interaction data.
Built for real businesses
We've delivered this across industries — and we know exactly what each one needs.
What service clients say
Real feedback from brands that trusted us with production-critical work.
Our Other Services
We cover the full technology stack — every service is designed to work together.