Service 01 — Artificial Intelligence Services

AI that ships to production, not just to a demo.

AI transformation consulting, operational AI integration, AI-first product development, custom model development, RAG & knowledge systems, AI-native applications, and model fine-tuning — designed around your workflows and data, and rolled out with the guardrails production demands.

Agentic SystemsRAG & Knowledge RetrievalLLM Fine-TuningMCP & Tool UseMulti-Agent Orchestration

What We Deliver

Seven AI capabilities, one production discipline.

AI Transformation Consulting

End-to-end advisory for enterprises adopting AI — from opportunity discovery and use-case prioritization to architecture, change management, and rollout. We help leadership teams build a defensible AI roadmap and operationalize it across the business.

AI Integration into Operations

Embed AI into workflows, automate repetitive tasks, and enable smarter decision-making across business operations.

AI-Led Development

Build products faster using AI-assisted coding, testing, and architecture — significantly reducing time-to-market.

Custom AI Model Development

Design and train models tailored to your specific business data, domain, and outcomes — going beyond off-the-shelf solutions.

RAG & Knowledge Systems

Build intelligent enterprise knowledge bases and chatbots that answer accurately using your own documents, databases, and internal data.

AI-Enabled Applications

End-to-end development of AI-at-the-core apps such as recommendation engines, intelligent dashboards, predictive tools, and more.

AI Model Fine-Tuning & Training

Fine-tune foundation models (GPT, LLaMA, Mistral) on proprietary datasets for domain-specific accuracy and performance.

How We Work

Strategy → Roadmap → Rollout.

STEP 1

Strategy

Opportunity discovery, data audit, and use-case prioritization. We pick the bet with the best ratio of impact to risk.

STEP 2

Roadmap

A staged, defensible plan with measurable checkpoints — pilot metrics, cost ceilings, and go/no-go gates agreed up front.

STEP 3

Build & Evaluate

Rapid iterations with an evaluation harness from day one. Accuracy, latency, and cost tracked on every change.

STEP 4

Rollout

Production hardening — guardrails, monitoring, fallbacks, change management — then scale-out across the business.

Where It Pays Off

High-leverage AI use cases we've built.

Campaign Intelligence

CampaignGuru.ai — an AI-enabled campaign management platform for campaign managers and volunteers, with live maps and real-time feedback analysis.

Enterprise Knowledge

RAG-powered knowledge bases and chatbots that answer with citations from documents, databases, and internal data.

Predictive Operations

Recommendation engines, intelligent dashboards, and predictive tools with AI at the core — not bolted on.

CampaignGuru.ai — AI at campaign speed

A command center for campaign managers, a mobile app for field volunteers, and live analysis of thousands of voter interactions — the platform behind a winning mayoral campaign in Richardson, Texas.

See Our Works

Client Voice

FAQ

AI services — common questions.

Which AI models and platforms do you work with?

We work across the modern model landscape — OpenAI, Anthropic Claude, Google Gemini, Azure AI, Qwen, and DeepSeek — and choose per use case based on accuracy, latency, cost, and data-residency requirements. For fine-tuning we work with foundation models such as GPT, LLaMA, and Mistral.

Can you build AI on our private internal data securely?

Yes. RAG & knowledge systems are a core offering: enterprise knowledge bases and chatbots that answer accurately from your own documents, databases, and internal data — architected so it stays within your security perimeter.

How long does an AI project take?

A typical engagement follows Strategy → Roadmap → Rollout: a 2–4 week strategy and feasibility phase, a working pilot within a quarter, and production hardening once pilot metrics validate the approach.

How do you ensure AI output quality and safety?

Every system ships with an evaluation harness: benchmark datasets, regression tests, red-teaming, and production monitoring so behavior stays predictable as models, prompts, and data evolve.

Ready to put AI to work?

Bring us a workflow, a dataset, or just a hunch. We'll tell you honestly what AI can and can't do for it.

Call +1 (408) 680-3376 hello@fairsettle.ai