OpenAI • OpenRouter • OpenClaw • Claude
AI systems engineered to automate operations, increase output, and drive revenue.
ai686.tech builds premium AI consulting, ChatGPT integration, model routing, agent workflows, and team training for businesses that want speed, leverage, and measurable results.
ChatGPT Assistants
RAG-enabled LLM systems combining dense vector embeddings, semantic retrieval pipelines, hybrid search, tool/function calling, persistent memory layers, and dynamic prompt orchestration for high-accuracy multi-turn reasoning across business contexts.
OpenAI Automation
Event-driven AI infrastructure using webhook triggers, distributed async queues, batch and streaming pipelines, document parsing, classification, summarization, and autonomous workflow execution across internal systems.
OpenRouter Flexibility
Latency-optimized multi-model orchestration with intelligent routing, fallback chains, cost-aware inference selection, provider abstraction layers, and continuous A/B evaluation across GPT, Claude, Mistral, and open-source LLMs.
Agentic Execution
Planner-executor agent architectures with toolchains, API integrations, state persistence, task decomposition, retry handling, memory graphs, and autonomous decision loops capable of executing complex multi-step operations.
Services
Built to automate. Built to scale. Built to win.
Implementation for businesses that want stronger margins, faster execution, and AI systems that work in production.
AI Consulting
Architecture design covering model selection, RAG versus fine-tuning, evaluation frameworks, latency targets, cost controls, and ROI modeling.
ChatGPT Integration
Custom assistants with system prompts, tool calling, retrieval layers, memory patterns, and guardrails for production use.
OpenAI Systems
Pipelines for ingestion, chunking, embedding, retrieval, generation, caching, streaming, and observability.
OpenRouter Infrastructure
Model orchestration with dynamic routing, retries, circuit breakers, and endpoint-level cost controls.
Agent Workflows
Multi-step agents with planners, CRM and database tools, queues, and idempotent task execution.
AI Training
Hands-on enablement for prompt engineering, evaluations, hallucination mitigation, logging, and operational readiness.
Integrations
Use the best models without locking the business into one stack.
We design systems around the right stack for the job: OpenAI for product-grade assistants, OpenRouter for access and redundancy, OpenClaw for action-taking workflows, and Claude for high-context analysis.
LLM-powered systems using GPT-4 APIs, function calling, JSON schema outputs, embeddings, RAG pipelines, vector databases, and streaming inference for real-time UX.
Multi-model routing with latency-aware selection, fallback chains, load balancing, and a unified API for GPT, Claude, Mistral, and Llama.
Agent execution with planners, tool invocation, task graphs, and stateful workflows that trigger APIs, queues, and webhooks.
Long-context reasoning, document analysis, structured extraction, decomposition workflows, and enterprise-oriented safety controls.
About
ai686.tech turns AI into leverage.
We help businesses stop experimenting and start deploying AI where it matters: revenue, operations, support, decision-making, and speed.
Why clients buy
- • Enterprise-grade AI systems with measurable ROI across automation, latency, and cost reduction.
- • ChatGPT and OpenAI integrations tailored to your actual workflows.
- • Flexible model routing with OpenRouter instead of single-vendor dependence.
- • Action-oriented workflows with OpenClaw and advanced agent systems.
- • Team training that turns interest in AI into execution.
Pricing
High-ticket offers for serious AI execution.
Premium delivery. Premium systems. Premium outcomes.
Contact
Deploy AI that cuts costs, automates work, and drives revenue fast.
Book the call. We map the stack, the workflow, the offer, and the fastest path to deployment.