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Abstract background for AI engineering services
Services

Full-stack AI engineering,
end to end.

From discovery to production deployment. We architect, build, and operate AI systems that deliver measurable business value.

01

Autonomous AI Agents

AI workers that execute complex workflows without human intervention. We design agents that understand context, make decisions, handle exceptions, and escalate when necessary. Not chatbots — autonomous systems running 24/7.

Multi-step workflow automation
Claude-powered decision engines
Error recovery & self-healing systems
Human-in-the-loop escalation
Monitoring & cost optimization dashboards

Typical engagement: 4–6 weeks. Includes agent design, development, testing, and production deployment with 30-day support.

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agent-dashboard
support-triage
running
Processed: 2,847 tickets Avg: 12s Escalated: 3.2%
invoice-processor
running
Processed: 1,204 invoices Accuracy: 99.7% Cost: $0.02/doc
content-moderator
reviewing
Queue: 14 items Today: 891 reviewed Flagged: 2.1%
3 agents active · 0 errors Total cost today: $4.82
Application Layer

User-facing AI features & conversational interfaces

Retrieval Layer

Semantic search, hybrid retrieval, re-ranking & filtering

Storage Layer

Vector database, embeddings index, metadata store

Ingestion Layer

Document processing, chunking, embedding generation

02

RAG & Knowledge Systems

Transform your organization's knowledge into an AI-accessible resource. We build retrieval systems that give your AI accurate, contextual answers grounded in your data — with citations, not hallucinations.

Vector database architecture (Pinecone, pgvector, Qdrant)
Document processing & smart chunking pipelines
Semantic search & hybrid retrieval
Citation & source tracking
Accuracy evaluation frameworks

Typical engagement: 3–5 weeks. Includes data audit, pipeline development, accuracy testing, and deployment.

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03

Claude & LLM Integration

Deep expertise with Anthropic's Claude API and the broader LLM ecosystem. We build production-grade integrations that are reliable, cost-effective, and maintainable. Not just API calls — real orchestration at scale.

Tool use, function calling & structured outputs
Streaming & real-time interactions
Multi-turn conversation management
Prompt engineering & evaluation
Cost management & token budgeting

Typical engagement: 2–4 weeks. Can be standalone or part of a larger system build.

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structured-output.ts
// Structured output with validation
const analysis = await client.messages.create({
  model: "claude-sonnet-4-6",
  system: "You are a document analyst...",
  tools: [{
    name: "classify_document",
    input_schema: {
      type: "object",
      properties: {
        category: { enum: ["invoice", "contract", "report"] },
        confidence: { type: "number" },
        entities: { type: "array" }
      }
    }
  }]
});

// ✓ category: "invoice"
// ✓ confidence: 0.97
// ✓ entities: ["Acme Corp", "$12,450", "NET-30"]
// ✓ Tokens: 342 · Cost: $0.001 · Latency: 0.8s
Before
Manual email triage
Copy-paste to CRM
Manual data entry
Draft response
Manager review
Send & log
~25 min per ticket
After
Auto-classify & route
Extract & sync to CRM
AI-drafted response
Auto-send or escalate
~30 seconds per ticket
04

Intelligent Process Automation

Identify and automate the workflows that drain your team's time. We build AI-powered operations that handle the repetitive work — email triage, document processing, lead routing, reporting — so your people focus on high-value tasks.

Workflow analysis & automation mapping
Email triage & intelligent routing
Document classification & data extraction
Integration with existing business tools
ROI tracking & optimization

Typical engagement: 3–6 weeks. Starts with workflow audit, ends with automated processes in production.

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05

AI-Native Applications

Full-stack applications designed with AI at the core — not bolted on as an afterthought. Mobile, web, and API platforms built for production from day one. Offline-first, real-time, and ready for the app store.

Laravel + Claude + React Native stack
Offline-first with cloud sync
CI/CD & automated deployment
API design & documentation
Performance monitoring & scaling

Typical engagement: 6–10 weeks. Full product development from architecture to app store deployment.

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Frontend

React Native · Expo · TypeScript

iOS Web And
AI Layer

Claude API · RAG · Agent SDK

claude-opus-4-6
API

Laravel · REST · Sanctum Auth

42 endpoints
Database

PostgreSQL · Redis · Vector Store

persistent
AI Opportunity Matrix
High Impact
Quick Wins

Email automation
Document classification

Strategic Bets

Autonomous agents
Full RAG systems

Low Priority

Simple integrations
One-off scripts

Invest Carefully

Custom models
Complex pipelines

Low Effort High Effort
06

AI Strategy & Advisory

Not sure where to start? We'll assess your operations, identify high-impact AI opportunities, and build a roadmap that prioritizes ROI over hype. Honest assessments — if AI isn't the right solution, we'll tell you.

AI readiness assessment
Technology selection & vendor evaluation
Implementation roadmap & prioritization
ROI modeling & business case development
Team training & capability building

Typical engagement: 1–2 weeks. Delivers a comprehensive strategy document with actionable recommendations.

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Stack

Deep expertise across the full AI stack.

AI & LLM

Claude API Anthropic SDK Agent SDK RAG Embeddings Pinecone Tool Use LangChain

Backend

Laravel Python Node.js PostgreSQL Redis REST APIs GraphQL

Frontend

React Native TypeScript Expo Alpine.js Tailwind CSS

Infrastructure

Docker AWS Vercel CI/CD GitHub Actions Monitoring
Engagement

How we scope engagements.

Fixed-price projects

Clearly scoped engagements with defined deliverables. You know the cost before we start building.

Best for: new builds, integrations, automations

Monthly retainers

Ongoing development and optimization. Dedicated hours each month with flexible priorities and defined SLAs.

Best for: continuous improvement, managed operations

Advisory & strategy

Short engagements focused on assessment and planning. Expert guidance without long-term commitment.

Best for: AI readiness, architecture review, roadmaps

Ready to discuss
your project?

Book a 30-minute discovery call. We'll assess your use case and give you a realistic timeline.