Production AI for operating companies.
We design, deploy and operate the AI systems that replace ops, qualify pipeline and run revenue 24/7 — wired directly into your stack.
Built on the frontier. Deployed for your business.
We architect production AI on GPT, Claude, Gemini and open-weights — composed with vector stores, orchestration, evals and observability into systems your ops team actually trusts.
From the first audit to ongoing operation, we own the full stack. You get outcomes — not a Notion doc and a model name.
Build Your AI RoadmapAutonomous Agents
Multi-step LLM agents that execute real workflows — research, qualify, draft, follow up, escalate.
Conversational AI
Custom chat & voice assistants on WhatsApp, Instagram, web and phone — bilingual EN/AR with human handoff.
Automation Pipelines
n8n, Make and custom-built workflows that connect ads, CRM, billing, support and ops into one fabric.
AI Customer Operations
24/7 support that resolves tier-1, escalates intelligently and writes back to CRM in real time.
Knowledge Copilots
Private RAG systems trained on your docs, data and policies — answers grounded, never hallucinated.
Creative AI Pipelines
On-brand generative pipelines for ad copy, product content, image and video — production at scale.
Data & Attribution AI
Predictive scoring, churn modeling, MMM and incrementality — making your data finally actionable.
Governance & Guardrails
Eval frameworks, prompt versioning, PII handling, audit trails — production AI you can defend.
From audit to production AI.
A four-stage system that takes you from "we should be using AI" to "AI is running our operations."
Audit
We map your stack, ops and revenue motion to identify high-leverage AI use cases — ranked by ROI and risk.
Architect
We design the agent topology, data flows, integrations and guardrails. You sign off before a line of code.
Deploy
We build, integrate and ship — typically in 4–8 weeks. With evals, observability and rollback from day one.
Operate
Quarterly tuning, prompt versioning, model upgrades and reporting against the metrics that move your P&L.
Find the highest-leverage AI play in your stack.
A confidential assessment of where AI delivers measurable revenue and ops impact in your business — within 14 days.