AI CONSULTING & DELIVERY STUDIO

Architect intelligent systems that move

We help product, data, and engineering leaders ship AI copilots, agentic automations, and resilient ML platforms across cloud, edge, and enterprise stacks.

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45+Production AI
8 wksAvg prototype
7Industries

Full-spectrum AI advisory & build services

Partner with a cross-functional pod that spans product strategy, data science, architecture, and cloud engineering.

AI Strategy & Opportunity

Executive workshops, ROI modeling, roadmaps aligned to KPIs. Use-case discovery, value sizing, responsible AI frameworks, reference architectures.

Workshops ROI modeling Governance

Agentic Automation & Copilots

LangChain/LangGraph, action routing, secure tool adapters, evaluation harnesses, memory & human-in-the-loop.

LangGraph Tool adapters HITL

LLM Engineering & Custom Models

RAG, fine-tuning on private corpora, open-source & proprietary blends, vector DB, knowledge graphs, red-teaming.

RAG Fine-tuning Red-teaming

Data, MLOps & Cloud Deployment

Kubernetes/serverless, CI/CD, feature stores, SOC2/HIPAA/GDPR ready, automated testing, monitoring.

Kubernetes CI/CD Monitoring

Industries & use cases

Proven across regulated and high-impact sectors: financial services, banking, legal, life sciences, healthcare, education, manufacturing, government.

Industries we serve

  • Financial services, capital markets, fintech
  • Global banks, payments, insurance
  • Legal, compliance, public sector policy
  • Life sciences, biotech, healthcare systems
  • Education technology, research labs, enterprise R&D

High-demand use cases

  • Autonomous research copilots (due diligence)
  • Intelligent compliance reviewers & regulatory monitoring
  • Care navigation copilots & precision patient insights
  • Adaptive learning assistants & curriculum designers
  • Predictive maintenance, QA inspection, supply-chain copilots

Solution patterns — accelerators

Repeatable blueprints with proven stacks.

Insight Mesh

Multi-agent research assistant synthesizes filings, CRM notes, live web data.

Stack: GPT-4, Claude Opus, Jina embeddings, Pinecone, AWS Step Functions.

Support CoPilot

Unified console with real-time answer drafting, auto-triage, escalation.

Stack: Bedrock Claude, vector guardrails, Zendesk APIs, Datadog.

RegTech Agent Fabric

Audit-ready AI that parses regulations, maps controls, produces evidence.

Stack: Llama 3, Neptune knowledge graphs, OpenSearch KNN, Azure OpenAI.

Recent wins

Proof that the blueprint works — measurable impact.

Global bank — AI compliance analyst

Reviews 12k+ contracts weekly, surfaces exposure in hours.

Impact: 5x throughput, 0 critical findings missed.

Healthcare network — fine-tuned medical LLM

Supports care coordinators with faster, more accurate plans.

Impact: 32% faster care plans, 98.4% accuracy.

Industrial automation — edge AI agent

Monitors sensor data, dispatches maintenance workflows.

Impact: 41% downtime reduction across plants.

Engagement model

From discovery to scale without hand-offs.

01 — Explore & Align

Stakeholder interviews, data audits, architecture review, success metrics.

02 — Prototype & Validate

Rapid build sprints, evaluation harnesses, executive demos, red-team scenarios.

03 — Productionize

Infrastructure-as-code, CI/CD, telemetry, access controls, launch with confidence.

04 — Optimize & Enable

Ongoing tuning, workforce enablement, playbooks, runbooks, governance.

Insights & thinking

Agentic automation patterns, routing economics, responsible AI by design, and edge deployments.

Agentic automation patterns

LangGraph + human-in-the-loop controls, memory, tool use, evaluation harnesses.

Multi-LLM routing economics

Optimize cost per ticket while preserving accuracy using open-source & proprietary blends.

Responsible AI by design

Red-teaming, prompt hardening, and safety evaluations for regulated industries.

LET'S BUILD THE NEXT INTELLIGENT SYSTEM

Send a note to sales@hyperionailab.com — or click the “Book a call” button to schedule a meeting.

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