Migalan LLC is a consulting and IT services firm that helps companies put generative AI to work — knowledge assistants grounded in your own data, agents that automate real workflows, and analytics your teams can simply ask for.
From the first use-case workshop to a production system your team relies on every day — we cover the full life of an AI initiative.
We find the use cases where generative AI pays for itself, and sequence them into a roadmap your budget and risk profile can support — including model selection, build-vs-buy analysis, and governance for regulated environments.
Purpose-built applications on the leading model platforms: retrieval-augmented generation (RAG) over your documents and data, AI agents that carry out multi-step tasks, and copilots embedded in the tools your teams already use.
AI only creates value when it connects to the systems you run on. We integrate models and automations with your CRM, ERP, data platforms and cloud stack — with the security, access controls and audit trails enterprise IT requires.
Our roots are in business analysis for banking and financial services. We bring that discipline to every engagement: precise requirements, measurable acceptance criteria, and delivery that survives scrutiny from compliance and audit.
Concrete systems, not demos. Each capability below is something we design, build and put into production for clients.
Ask questions across policies, contracts, manuals and tickets — and get answers with citations, grounded in your documents through RAG.
Agents that triage requests, draft responses, reconcile records and move work between systems — with human approval where it matters.
Business users ask in plain English; the copilot writes the query, runs it against governed data, and returns the table or chart.
Extraction and classification for forms, statements, claims and onboarding files — turning unstructured paperwork into structured data.
Customer- and employee-facing assistants trained on your knowledge base, with clean hand-off to a human when the conversation needs one.
Data quality assessments, evaluation harnesses, guardrails and usage policies — so AI in your organization is accurate, safe and auditable.
A short, disciplined path from idea to a system in production — most first solutions are live in weeks, not quarters.
We map your processes, data and constraints, and rank use cases by value, feasibility and risk.
A working proof of concept on your real data, evaluated against agreed accuracy and quality measures.
Production build with security reviews, access controls, monitoring and integration into your stack.
Training for your team, usage analytics, and continuous tuning as models and your data evolve.
Migalan LLC is an Atlanta-based consulting and IT services company built around one conviction: generative AI delivers value only when it is grounded in real business processes, real data, and the rules your industry runs by.
The firm grows out of deep business-analysis experience in banking, financial services and insurance — domains where requirements are exact, data is sensitive, and “mostly right” is not good enough. We bring that same discipline to AI: solutions that are accurate, explainable, and ready for compliance review.
As a focused, founder-led practice, you work directly with senior consultants — no hand-offs to junior teams. We stay deliberately vendor-neutral across the major model and cloud platforms, so the recommendation you get is the one that fits your problem, not a partner quota.
Tell us what you are trying to build, automate or understand. We reply to every enquiry personally — usually within one business day.