Now accepting clients for Q2 2026

Your data is scattered.
We connect it to AI.

RAG pipelines. Custom agents. Production infrastructure.
Built by an engineer who ships AI systems — not slide decks.

Python PostgreSQL pgvector FastAPI Docker Claude API LangChain React
20+
Years Data Center Operations
15+
Production API Integrations
Full-Stack
Build → Deploy → Maintain
4–8 wk
Typical Delivery Cycle

Your AI "strategy" is stuck in PowerPoint

Most businesses know AI can help. Few know how to get from scattered data to a working system. The big consultancies charge $300/hr to tell you what you already know. Freelancers build demos that never reach production. You need an engineer.

What You've Been Sold

  • "AI transformation roadmap" (PDF, shelf)
  • 6-month discovery phase
  • ChatGPT wrapper with your logo
  • $300/hr consultants who can't deploy
  • "We'll circle back on the POC"

What We Actually Build

  • Working systems, deployed to your infra
  • 4–8 week delivery, iterate from there
  • Real RAG with citations + access control
  • Engineer who runs production AI systems
  • Ship first, optimize together

From audit to deployment to managed ops

Every engagement starts with understanding your data. We don't sell solutions looking for problems.

01
Entry Point

AI Readiness Audit

$3K – $5K 1–2 weeks

We inventory your data, map your workflows, and tell you honestly where AI will (and won't) create value. Half of audits convert to implementation — because the ROI speaks for itself.

  • Data source inventory & quality assessment
  • Workflow analysis & automation mapping
  • Architecture recommendation
  • Implementation roadmap with costs
03
Advanced

Custom AI Agents

$25K – $75K 6–12 weeks

Beyond search — agents that take action. Query databases, process incoming data, automate multi-step workflows, and integrate with your existing business tools.

  • Multi-step workflow automation
  • CRM, ERP & tool integration
  • Monitoring, logging & error handling
  • Production deployment with API access
Ongoing

Managed AI Ops

$2K – $8K/mo Monthly retainer

AI systems need care. We monitor performance, update knowledge bases, optimize retrieval accuracy, and ship improvements every month.

  • Performance & accuracy monitoring
  • Knowledge base updates
  • Prompt & retrieval optimization
  • Monthly usage & ROI reporting

Transparent process, fast delivery

1

Discovery Call

30 minutes. We map your data landscape, identify pain points, and tell you whether AI integration makes sense. No pitch — just an honest assessment.

Free · 30 min
2

Scoped Proposal

Fixed-price proposal with clear deliverables, timeline, and success criteria. No hourly billing, no scope creep. You know exactly what you're getting.

3–5 business days
3

Build & Ship

Weekly demos so you see progress. We deploy to your infrastructure, not a demo environment. Working system in production within the agreed timeline.

4–12 weeks
4

Iterate & Optimize

Post-launch tuning, user feedback integration, and optional managed ops. Your AI system gets smarter over time — not abandoned after handoff.

Ongoing

We don't just talk about building AI systems

We run one in production. Every day.

Live Production System

LandPlanner.ai

Instant real estate site feasibility analysis — replacing $5K–$15K engineering engagements

Visit Site →
15+
Federal & State APIs
95%
Prediction Confidence
<10s
Analysis Time
945K
ML Training Samples

What We Built

Data Integration 15+ heterogeneous federal APIs (USDA, FEMA, USGS, NOAA, EPA, Census) unified into a single analysis pipeline
ML Pipeline Conformal prediction with calibrated uncertainty bands, automated feature engineering, 945K training samples
AI Integration Claude API for zoning interpretation, natural language validation, and intelligent report generation
Production Infra Docker, Nginx, PostgreSQL, Redis, Celery, Grafana/Prometheus monitoring, security-hardened deployment

Businesses with data they're not using

🏗️

Real Estate & Construction

Automate feasibility analysis, permit research, and market data aggregation

⚖️

Legal & Professional Services

Search decades of case files, contracts, and compliance documents in plain language

🏭

Manufacturing & Operations

Query SOPs, maintenance history, and safety protocols. Predict equipment failures.

🏥

Healthcare & Life Sciences

Clinical document search, protocol compliance, and patient data analytics

💰

Financial Services

Automate due diligence, regulatory compliance checks, and portfolio analysis

🖥️

Data Centers & IT

Intelligent monitoring, runbook automation, and operations knowledge bases

Let's talk about your data

30-minute discovery call. We'll map your data landscape and tell you honestly whether AI integration makes sense for your business. No pitch, no pressure.