AI Agent Development & Implementation

I build autonomous AI agents and agentic workflows that run in production — not just demos.

I'm Almog — a hands-on Fractional CTO and Senior Software Engineer with 15+ years building production software for startups and scale-ups. I now take on a focused number of AI agent implementation projects per quarter, from scoped builds to full agentic system design.

Projects range from $5,000 to $30,000. If you're past the "should we use AI?" stage and ready to build, let's talk.

→ Schedule a Call

What I Build

Autonomous AI agents

Custom agents that perceive, decide, and act — handling complex multi-step workflows without constant human input.

LangChain LlamaIndex LLM APIs

RAG systems & AI co-pilots

Retrieval-Augmented Generation pipelines that give your AI grounded, accurate answers from your own data.

Firestore Vertex AI Vector search

Agentic workflow automation

End-to-end automation connecting your CRM, databases, APIs, and communication tools into intelligent pipelines that run themselves.

n8n Go microservices Node

LLM integration & API orchestration

Connecting OpenAI, Claude, Gemini, or open-source models into your existing product. Function calling, tool use, streaming — production-grade.

OpenAI Anthropic Gemini

Multi-agent systems

Coordinating multiple specialized agents in parallel — task decomposition, routing, error recovery, observability. Built for reliability at scale.

Multi-agent Observability Cloud Run

How I Work

I don't hand off a spec and disappear. I architect, code, review, and ship alongside you. Every engagement starts with a scoping call where we define outcomes, not just features.

Typical engagement flow:

  1. Discovery call — understand your workflow, data, and goals (free, 30 min)
  2. Scoping document — architecture overview, tech choices, timeline, and fixed price
  3. Build phase — iterative delivery with weekly check-ins
  4. Handover — documented, tested, deployed — and you own it fully

What I Bring to an AI Agent Project

  • Production mindset — I've shipped AI-powered SaaS (DogBase, Lineups, ArDrive) and know where agents break in the real world: hallucinations, cost overruns, flaky tool calls, observability gaps
  • Full-stack depth — I handle the agent layer and the infrastructure around it: APIs, databases, auth, deployment, monitoring
  • LLM-agnostic — I recommend the right model for your use case, not the one I'm most comfortable with
  • Firestore, GCP, Cloud Run, Vertex AI — deep experience on the Google Cloud stack, if that's your home
  • n8n automation — self-hosted workflow orchestration for teams that want power without per-seat SaaS costs

Common Use Cases

  • Customer support agent with escalation logic and CRM integration
  • Internal knowledge assistant trained on your documentation
  • Lead qualification and outreach automation agent
  • Data extraction and processing pipeline from unstructured documents
  • AI co-pilot embedded in an existing SaaS product
  • Operational agent replacing a recurring manual workflow (reporting, scheduling, triage)

Trusted by

ArDrive Cvent Donisi Health Faction Nokia Quickli IRD Group RichRelevance Sensory Lab Spoiler Alert StockTalk Wix Intel

Project Investment

Project type
Scope
Investment
Single-agent build
One workflow, one integration
Customer support bot, document processor, single-task automation
$5,000 – $8,000
Multi-step agentic system
CRM / API integrations, RAG pipeline
Knowledge assistant, lead qualification agent, workflow orchestration
$8,000 – $18,000
Enterprise agent architecture
Multi-agent, observability, scale
Production multi-agent systems, complex integrations, error recovery, monitoring
$18,000 – $30,000
Monthly retainer
Maintenance & iteration
Ongoing monitoring, improvements, and agent tuning after project delivery
$1,500 – $3,000/mo

All projects are fixed-price after scoping. No hourly surprises.

What clients say

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Ready to build something that actually runs?

I take on 2–3 AI agent projects per quarter. If your timeline is within the next 60 days, reach out now.
→ Schedule a Discovery Call → Email me directly