End-to-end AI operations, not just prototypes.

01

AI Agent Development

Custom autonomous agents for onboarding, support triage, research, and task management.

  • LangChain / OpenAI integration
  • Vector DB memory
  • Multi-step reasoning
02

Workflow Automation

Multi-step pipelines that connect your tools. No manual handoffs, no broken chains.

  • Invoice processing
  • Data enrichment
  • Content repurposing
03

AI Infrastructure

Monitoring, logging, and cost tracking for AI workloads. Know what you spend and why.

  • Token usage dashboards
  • Alerting and reliability
  • Cost optimization
04

Data Pipeline Engineering

ETL pipelines for AI-ready data. Ingestion, cleaning, embedding generation, and storage.

  • Vector store management
  • Embedding pipelines
  • Data quality checks
05

System Integration

Connect AI capabilities to your existing stack. APIs, webhooks, and middleware.

  • Slack, CRM, ERP connectors
  • Webhook orchestration
  • API design
06

AI Strategy Consulting

Architecture reviews, tool selection, build-vs-buy analysis, and roadmap planning.

  • Token cost optimization
  • Vendor evaluation
  • Technical architecture

From problem to production in weeks.

01

Discovery

We audit your current workflows, identify automation opportunities, and define success metrics.

02

Architecture

We design the system: agent topology, data flow, integrations, token budget, and failure modes.

03

Build + Ship

We build iteratively with weekly demos. Production-grade code with monitoring from day one.

04

Operate + Optimize

Post-launch support, cost optimization, and system evolution as your needs change.

Built for teams that run on AI.

SaaS Companies

Automate onboarding, support, and internal ops with custom AI agents.

Agencies

Scale content production and client reporting with AI pipelines.

E-commerce

Automate inventory analysis, customer support, and review processing.

Finance + Legal

Document processing, compliance checks, and data extraction at scale.

Developer Teams

AI-powered code review, documentation generation, and deployment automation.

Operations Teams

Meeting summarization, task management, and workflow monitoring.

Not another AI agency.

why-aiopsfoge.md
## What makes us different

# We ship production systems, not slide decks
# Every build includes monitoring, cost tracking, and failure handling
# Built by the same engineer shipping the 11 AIOpsForge tools
# Transparent pricing — no retainers, pay per project

$ status: ready to build

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