Rivus

Reasoning That
Compounds

Domain AI that learns from every task

Your analysts re-explain context to AI every single day.

Brief the AI
→
Get output
→
Fix errors
→
Close session
→
Start over

What if AI accumulated domain knowledge like your best analyst — but never forgot?

The Compound Intelligence Loop

Every task makes the next one better.

TASK MULTI-MODEL OUTPUT REVIEW PRINCIPLES BETTER NEXT TASK COMPOUNDS
Pillar 1

Multi-Model Reasoning

No single model is best at everything. Rivus orchestrates frontier models in parallel — generate, evaluate, iterate until quality converges.

Claude Opus
GPT-4o
Gemini Pro
DeepSeek R1
Grok
Mistral
Llama 3
Command R+
4-8
Frontier Models
19
Reasoning Strategies
3-5x
Quality vs Single Model
Pillar 2

Self-Improvement

Every session is reviewed. Mistakes become principles. The system gets measurably better over time — automatically.

25K+
Instances Learned
664+
Sessions Reviewed
42%
Error Reduction
2K Month 1
5K Month 2
9K Month 3
15K Month 4
25K Month 5
Pillar 3

Autonomous Operations

Pipelines that run, heal themselves, and produce outputs while your team sleeps.

Ingest
12am - 3am
Analyze
3am - 6am
Review
6am - 8am
Deliver
8am - 9am
Ready
Your team arrives
20+
Active Pipelines
24/7
Self-Healing
Zero
Manual Restarts

The Shift

Today: Manual Loop

  • Search across 12 sources manually
  • Copy-paste into AI, re-explain context
  • Validate every claim by hand
  • Repeat tomorrow from scratch
  • Knowledge lives in one analyst's head
  • Scale = hire more people

Rivus: Compound Intelligence

  • Ingest sources automatically, continuously
  • Multi-model reasoning, no re-briefing
  • Cross-validated structured output
  • Each run builds on the last
  • Knowledge encoded as reusable principles
  • Scale = add domains, not headcount
Running in Production

Domain Proof Points

Finance

Earnings Call Analysis

Transcript to structured insight: price moves correlated with call sentiment at tick-level resolution.

250ms
Price resolution
Supply Chain

Company Graph

Automated entity extraction, relationship mapping, and bottleneck identification across global supply networks.

500+
Companies mapped
Intelligence

Entity Dossiers

Company name to full dossier: financials, leadership, competitive positioning, risks — automated end to end.

E2E
Fully automated

Let's Run a Pilot
on Your Domain

Pick one analyst workflow. We'll show compound results in two weeks.

Start the Conversation