DAN&ELATONDAN&ELATON
DAN&ELATON is an enterprise AI engineering firm. We design and build production-grade AI agents, data automation systems and ETL infrastructure — from concept to live deployment in under 90 days.
We architect, ship, and own every line of what we deliver. From natural-language data validation in under 5 seconds to self-improving automation loops — measurable results, guaranteed.
A production multi-agent system for a Fortune 500 enterprise — 100% uptime, sub-5-second responses, 94.3% evaluation pass rate. Original triadic architecture.
ReAct loop. Parses memory, decomposes tasks into atomic ops, delegates to the right agent.
Reviews code, detects architectural risk, enforces SOLID and clean-code standards.
Connects enterprise APIs, measures latency, authors dynamic Python skills, logs insights.
Production agents with HELIOS + ADK + Gemini 2.5. Live on Cloud Run at $65–95/mo.
n8n workflows and Slack-native bots to full multi-agent orchestration. 10x–1,000x efficiency gains.
Talend, DataStage, Python asyncio. Multi-source, audit-logged, zero-downtime.
Real-time dashboards and automated reporting via Tableau and Power BI.
Cloud Run, Vertex AI, Secret Manager, BigQuery. Serverless, security-first.
Standalone desktop apps (.exe/macOS) to global REST APIs — end-to-end.
We deploy and operate production AI agents — OpenClaw, Hermes, HELIOS and custom — on your VPS or on-premise company machines. Provisioning, monitoring and continuous improvement included.
Slack-native bots and AI agent teams that live inside your workspace — routing tasks, answering questions and running automations in the channels your team already uses.
The techniques we use to make agents cheaper, faster and more reliable in production.
Route each request to the right model — fast and cheap for simple tasks, powerful for complex ones — based on complexity and budget.
Progressive disclosure and input/output trimming slash token spend without sacrificing output quality.
Agents that render rich UI — cards, buttons, dashboards — directly in their replies, not just plain text.
Reusable, composable skills that agents load on demand — from data validation to domain-specific logic.
Hierarchical sub-agents — Orchestrator, Validator, Executor — that decompose and coordinate complex work.
Define teams of specialized agents that collaborate on a goal — each with a role, memory and responsibilities.
Our Trinit extension puts a full local AI team — Architect, Code, Debug, Ask, OCR — inside your editor on Ollama.
DAN&ELATON's own products — production-grade and self-contained.
Point-of-sale suite: sales, inventory, purchases, FIFO debts, cash closing, KPI dashboards, PDF/Excel reports.
A team of specialized agents (Architect, Orchestrator, Code, Debug, Ask, OCR) running 100% local on Ollama. VS Code extension + CLI.
Local-first CLI that equips any coding agent with reusable skills and durable memory. One command. Any project. Any agent.
Results verified, client identities protected.
Original triadic architecture (AEMON·EAMON·DAEMON) on GCP Agent Engine. Continuous learning, dynamic skill creation.
GenAI agent on Google ADK + Gemini 2.5, 10 enterprise APIs, JWT + HMAC-SHA512 security.
Cross-platform .exe/macOS app, parallel API execution, automatic Excel export.
DataStage, Talend, Python — multi-region, multi-client, full audit compliance.
Tell us your challenge. We design the architecture and deliver a free initial roadmap within 24 hours — no commitment.
contact@danelaton.com