LLM Fine-Tuning
Turn a general-purpose AI into one that understands your business - your terminology, your processes, your standards.
LLM Fine-Tuning: Your AI that speaks your language
Turn AI into your unfair advantage.
You bring the problem, we ship the solution.
14 services spanning the full AI stack, from fine-tuning LLMs to deploying agents and automating documents. We build it, deploy it, and keep it running.
What We Do
We work in banking, healthcare, insurance, and life sciences, where every AI decision must be explainable, every output auditable, and every deployment meets regulatory standards.
Explainable AI that reduces operational waste, protects margin, and returns time to people, in regulated industries where black-box AI isn't an option.
See the A3 Framework → 98% Client Satisfaction
Across enterprise AI deployments in regulated industries.
11+ Global Offices
Across the Americas, Europe, and Asia-Pacific.
6–8 wks Pilot to Measurable Results
Prove value on one workflow, then expand.
5 Regulated Industries
Banking, healthcare, health insurance, life sciences, and P&C insurance.
CONNECTS TO THE SYSTEMS YOU ALREADY RUN
Google Cloud 
AWS 
Azure 
GitHub 
Docker 
Kubernetes 
Terraform 
Python 
FastAPI 
Anaconda 
Grafana Our Services
From deployment to optimization, we handle the full AI lifecycle so your team focuses on decisions, not infrastructure.
RAG & Knowledge AI
Build AI that answers questions using your internal documents, policies, and knowledge bases - accurate, sourced, and up to date.
RAG & Knowledge AI: Answers from your data, not the internet
AI Chatbots & Virtual Assistants
Deploy conversational AI that handles routine inquiries accurately so your team focuses on the cases that need human judgment.
AI Chatbots & Virtual Assistants: Handle volume, keep quality
AI Agents
Deploy AI that doesn't just answer questions - it takes action. Multi-step workflows that reason, decide, and execute across your systems.
AI Agents: Autonomous workflows that complete tasks end to end
Intelligent Document Processing
Turn unstructured documents - forms, invoices, medical records, contracts - into structured, usable data automatically.
Intelligent Document Processing: Turn documents into data automatically
Looking for Something Specific?
Share your problem space and we will confirm within 24 hours whether we are the right partner.
Schedule a CallIndustries
Regulated industries can't afford black-box AI. We deploy explainable, compliant solutions across five sectors.
Financial Services
AI that protects assets, automates regulatory burden, and gives your clients the instant, personalized experience they expect - without adding headcount.
Healthcare & Life Sciences
AI that catches billing errors before claims go out, compresses drug development timelines, and automates the administrative work that burns out your best people.
Insurance
AI that automates claims from first notice to settlement, detects fraud patterns humans miss, and gives underwriters the data to price policies with confidence.
Cross-Industry
AI applications that drive efficiency, reduce costs, and improve customer experience - whether you're in manufacturing, retail, professional services, or any other sector.
Technologies We Work With
Production-tested tools and frameworks. We choose what works, not what's trendy.
AI/LLM Frameworks
LangGraphLangChainCrewAIPydantic AILlamaIndexGuardrails AI
LLM Providers
OpenAIAnthropicGoogle GeminiOpenRouterOllamaNVIDIA NIMs
Cloud & Infrastructure
AWSAzureGCPCloudflareVercelDockerTerraformYour Own Cloud
Vector Databases
QdrantMilvusWeaviateChromaDBPinecone
Fine-Tuning
OpenPipe ARTLoRAGRPOSFTDomain Adaptation
Evals & Observability
BraintrustArize PhoenixLangSmithWeights & BiasesPydantic Logfire
Voice AI
LiveKitDeepgramWhisperElevenLabsCartesiaSilero VAD
Orchestration
TemporalTrigger.devAirflowPrefectDagsterModal
Databases
PostgreSQLMySQLSQLiteSupabaseS3R2
Frontend
ReactNext.jsAstroTailwind CSSshadcn/ui
Languages
PythonTypeScriptJavaScript
Automation
n8nZapierPlaywrightMCP ServersCursorClaude Code
TALK TO OUR TEAM
Two conversations away from clarity.
Tell us where you're stuck - compliance, operations, or revenue leakage - and we'll outline concrete next steps. No pitch deck. Just a plan.
Case Studies
Every number below came from a production environment - not a pilot, not a POC.
FINANCIAL SERVICES
How AI automation transformed commercial loan management - 45% faster cycles, $500K saved annually
45% faster portfolio review cycles
HEALTHCARE
How explainable AI stops revenue loss at the source - 5% first-pass yield increase, 2-day resolution
5% first-pass yield increase
HEALTHCARE
From reactive to proactive - 45% faster claims cycles and 35% cost savings with enterprise-grade AI
45% faster claims processing cycles
HEALTHCARE
AI solutions that empower providers, improve patient outcomes, and streamline operations
COPD exacerbations detected 48 hours earlier
From the Blog
Expert insights on AI implementation, GenAI solutions, and building production-ready systems.
AI as Developer Partner: How AI Should Augment Engineers, Not Replace Them
A practical, policy‑aware guide for integrating AI copilots into engineering teams to boost productivity, quality, and developer satisfaction.
SQL Server Modernization for AI‑Driven Development
A tactical modernization playbook for evolving SQL Server estates into AI‑ready, scalable, and governed data platforms.
Building a Comprehensive SEO Analysis Platform: Tech Stack & Implementation Guide
Learn how to build a modern SEO analysis platform with AI-powered insights. Discover the technology stack, architecture patterns, and implementation strategies for enterprise-grade website analysis.
Why Choose Us
Adapt. Align. Augment. A structured path from first deployment to enterprise scale - built for regulated industries that can't afford to get it wrong.
98% Client Satisfaction
Across enterprise AI deployments in regulated industries.
11+ Global Offices
Across the Americas, Europe, and Asia-Pacific.
6–8 wks Pilot to Measurable Results
Prove value on one workflow, then expand.
5 Regulated Industries
Banking, healthcare, health insurance, life sciences, and P&C insurance.
Adapt
Your team keeps working the way they work. AI fits around them - no rip-and-replace. Value in weeks, not quarters.
Align
Every AI decision has a paper trail your auditors will accept. Compliance guardrails, explainable outputs, real-time ROI tracking.
Augment
Your best people stop doing data entry and start doing the work you hired them for. AI handles the volume. Humans handle the judgment calls.
Common Questions
What enterprise buyers ask before deploying AI in regulated environments.
Ask Us DirectlyMost teams see measurable impact within 6–8 weeks. We start with a focused pilot on one workflow - typically denial prevention or claims processing - prove the value, then expand.
No. Accelyst connects to your current EHR (Epic, Cerner, Athena), billing, CRM, and document systems. We add intelligence on top - no migration, no disruption.
Every AI decision is logged, auditable, and explainable. We build with regulatory requirements from day one - not as afterthoughts. Our Human-in-the-Loop framework means your team always has override control.
We're model-agnostic - GPT-4, Claude, Gemini, LLaMA, or your own fine-tuned models. You choose based on cost, performance, and data residency needs.
That's how we recommend it. Our engagement path: Diagnostic (2–3 weeks) → Pilot (6–8 weeks) → Expand to additional modules → Enterprise scale.
Three things: (1) Explainable AI - every decision is traceable, not a black box. (2) Human-in-the-loop - your experts stay in control. (3) We deploy in YOUR environment - private cloud or on-premise. Your data never leaves your walls.
NEXT STEP
AI you can trust. Results you can measure.
Private AI that works with your existing systems and delivers transparent, compliant automation. Tell us where you're stuck - we'll show you what's possible.