Self-Learning Context Capture MCP-Native

The Brain Your
Agents Share.

Connect your data. Hire AI workers in plain English. SynOS captures your team's knowledge, learns from every execution, and makes every agent smarter — permanently.

Works with Claude Code, LangChain, LlamaIndex, and any MCP-compatible agent

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Smart Agents. Zero Context.

They Hallucinate on Your Data

AI agents get 20-30% of enterprise queries wrong. Not because models are dumb — because they don't understand your business context.

Every Agent Starts from Zero

Your revenue bot doesn't know what your ops agent learned yesterday. Deploy 10 agents, teach 10 times. Intelligence doesn't compound.

Knowledge Walks Out the Door

Your best analyst knows which accounts get exceptions, which metrics spike seasonally, which vendors to escalate to. None of that is in any system.

Connect. Hire. Improve.

1

Connect

Point SynOS at your data — Salesforce, BigQuery, Sheets, Postgres, APIs. OAuth in, done. 30 minutes.

Any data source. One connection layer.
2

Hire

Describe what the worker should do in plain English. SynOS builds a playbook — steps, data sources, success criteria. You review and approve.

No code. No DAGs. Plain English.
3

Improve

Workers start supervised. Correct mistakes with one sentence. Every correction teaches every worker. Watch accuracy compound with every run.

Gets smarter with every run.
Not workflow automation. Workflows break on edge cases. Workers investigate them.

Fix It Once. Fixed for Every Worker. Forever.

Every worker connects to the same living knowledge graph. When one learns, all learn. Your 10th worker starts with everything your 1st worker ever learned.

Agents Claude Code LangChain Agents Custom Pipelines Any MCP Client
SynOS
Cross-System Correlation Tribal Knowledge 5-Pass Enrichment Confidence Scoring Freshness Decay
Data Sources Salesforce BigQuery Google Sheets Postgres REST APIs Documents

Connects. Learns. Remembers. Gets smarter with every interaction.

Cross-System Intelligence

Each tool sees its own silo. Salesforce doesn't know BigQuery patterns.
SynOS correlates data across systems to create insights that don't exist in any single app — the kind of context your best analyst carries in their head.

Learning from Execution

Workflow fails. You debug. Next agent makes the same mistake.
Every run extracts insights. High-confidence learnings auto-promote to the shared brain.

Human Corrections as Context

You correct the output. The fix dies in a Slack thread.
Corrections become organizational memory. Fix once, all agents learn.

Freshness & Trust

Your RAG serves stale facts from 2023 docs with full confidence.
Every piece of context has freshness decay, confidence scores, and provenance.

Your Team's Knowledge, Finally in a System.

Corrections Become Memory

When you correct a worker — "that account always spikes in March, it's seasonal" — it's stored permanently. Every worker knows it instantly. Your tribal knowledge stops living in Slack threads and people's heads.

Learns from Every Execution

Every time a worker runs, it extracts patterns — data anomalies, business rules, edge cases. High-confidence insights auto-promote to the shared brain through a 3-gate quality pipeline.

Knowledge That Stays

When your best analyst leaves, their knowledge doesn't. SynOS captures institutional context from corrections, executions, and feedback — building organizational memory that compounds over time.

72% → 94% accuracy with 5 one-sentence corrections.

Trust is Earned, Not Assumed.

Supervised

Plans actions, you approve every step. Training is free. Zero risk.

Shadow

Reads execute live. Writes are logged but don't fire. Prove accuracy before going live.

Autonomous

Full execution on the tools you choose. Circuit breaker stops after 3 failures. Full audit trail.

You control the dial. Always.

Ops-First. Built for the Work That Actually Matters.

Revenue Ops

Flag anomalies across your data warehouse, CRM, and spreadsheets. Classify spikes. Write findings to Slack. Automated, not manual.

Resource Allocation

Match people to tasks by skill, location, capacity. Update systems. Make voice calls to confirm. 4.5 hours of manual work → 45 seconds.

Lead Qualification

Score inbound leads against your criteria. Create CRM opportunities. Voice callback within 30 minutes. Workers that act, not just analyze.

Cross-System Intelligence

Ask questions across your entire stack. Get answers that don't exist in any single app — the kind of context your best analyst carries in their head.

Not a Workflow Builder. An AI Workforce.

vs Workflow Automation Tools

They run flowcharts. Ours reason. When data is messy, workflows break — workers investigate. And workers learn from every run; deterministic flows never do.

vs AI Agent Platforms

Their agents don't learn from each other. Ours share a brain. Correct one worker, all workers improve. Your team's corrections become organizational memory.

vs Enterprise Search

They index what's already written. We create new knowledge — cross-system correlations, tribal rules, learned patterns — through execution and human corrections.

vs Building In-House

3-6 months of context infrastructure — knowledge graph, embeddings, freshness decay, entity resolution — or your first worker in 30 minutes. Self-hosted. MCP-native.

Who We're Building For

Operations Teams

Stop spending 15+ hours/week on manual data work. Hire AI workers that share a brain, capture your team's knowledge, and get smarter with every correction. Describe in plain English. No engineering needed after setup.

AI Engineers

Stop rebuilding the context layer. Connect your data, expose as MCP server, 30 minutes. Self-learning knowledge graph with hybrid retrieval, freshness decay, and cross-agent memory — out of the box.

Your 10th Worker Should Be Smarter on Day One Than Your 1st Worker Ever Was.

Start free. No credit card. Self-hosted — your data stays yours.

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