Multi-agent systems and human-in-the-loop workflows, grounded in your actual business. 110 real-world demos across 11 industries — with a typical 3–5 week path from discovery to a system running in production.
Nine capability families compose into 30 atomic capabilities, which combine into 110 production-grade scenarios — then specialize per industry. Build a capability once; reuse it everywhere.
OCR, document layout parsing, speech-to-text, image & video understanding, table and signature recognition.
Entity, relation and event extraction; classification; intent & sentiment; knowledge-graph construction.
Retrieval-augmented generation, semantic search and multimodal retrieval over your knowledge base.
Long-form drafting, summarization, glossary-aware translation, code and image generation.
Multi-step reasoning agents, task planning & decomposition, tool use, decision scoring.
Demand and trend forecasting, anomaly detection and risk alerting, recommendation.
Document version diff, continuous monitoring and sentiment tracking.
Multi-turn dialogue with context, persona and compliance controls.
Agent workflow orchestration and RPA + AI for end-to-end processes.
Five stages, each with a concrete deliverable. End-to-end AI transformation — not just selling tools.
"I know AI is useful, but I don't know where to start." We map opportunities against your data, systems and constraints. Deliverable: a 20–30 page AI Transformation Opportunity Report.
"Our data is scattered across systems, and quality varies." We stand up a customer-owned knowledge base and data pipeline — the substrate every later stage depends on.
"Should we buy OpenAI APIs or train our own model?" We deliver a callable AI service endpoint plus an evaluation report — GPT-4o, Claude, Llama or a private model, with RAG and fine-tuning where it pays off.
"AI must not be a silo — embed it into the systems we use every day." We wire the AI service into your CRM, ERP and operational tools, live.
"Once AI is live, how do we keep making it better?" Continuous operations, evaluation and drift monitoring — built so you can take it in-house whenever you choose.
An illustrative industry benchmark — Orion consultants calibrate the exact figures for your company.
The ROI calculator sizes impact across three dimensions — financial, efficiency and organizational — in three steps.
A sample of outcomes from the industry demo library. Each links to live, interactive scenarios on the demo platform.
Free 36 FTE across KYC, underwriting and research.
Fraud detection up +60%.
Structured EMR abstraction at scale.
Clause extraction, risk flags, version diff.
Service team from 50 → 10 to cover the same load.
Exception handling effort −70%.
Load forecast accuracy +20%.
First-time success rate +50%.
Browse 110 live demos by industry, or run the 3-step ROI calculator to size the financial, efficiency and organizational impact for your business.
Open the demos & ROI calculator →