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Compound Intelligence Platform

Human judgement,
at scale.

Sidechat gives your business a named AI agent that learns your operations, connects to your tools, and gets smarter every week. Not a chatbot. An operating system — built on the science of when AI should lead and when you should.

Connects to
+ 100 more
+ 100 more
Compound Intelligence

Good decisions compound. So do bad ones.

When your AI gets each decision even slightly more right, quality compounds multiplicatively across every downstream step. That's Compound Intelligence.

The key: matching the right judgment to the right task. Human where humans are better, AI where AI is better. Our peer-reviewed framework makes the match measurable.

ERRORS COMPOUNDWrong match — interference zoneINTELLIGENCE COMPOUNDSRight match — synergy zoneHuman judgment quality →AI judgment quality →
100×

Compound decision advantage over a single business quarter.

Decision quality compounds multiplicatively. A system that gets each step 9% more right doesn't end up 9% better — over a quarter of real decisions, the gap is 100×. That's the math behind Compound Intelligence, published in our peer-reviewed framework.

The Platform

An AI agent that runs your operations — and knows when to ask you.

Your Sidechat agent handles CRM, research, scheduling, communications, and document management. It connects to your tools, learns your business over months, and gets measurably better every cycle.

01

It maps your judgement.

Sidechat audits your operation and identifies which decisions should be yours and which should be the agent's. No guesswork.

Lucy9:15 AM
Pulling together your monthly report. I’ll check this month’s revenue, outstanding invoices, and project status.
Lucy9:18 AM
Revenue is up 12% from last month. Found 3 overdue invoices totaling $8,400 — I’ll flag those for follow-up…
Lucy9:24 AM
All done. Here's the summary:
• Revenue: $47.2K ↑12%• Overdue: 3 invoices, $8,400• Projects: 7 active, 2 wrapping up Friday
march-ops-summary.pdf
02

It works where you work.

Slack. Email. WhatsApp. Browser. Your agent keeps the same context everywhere — start a conversation in Slack, finish it over email.

Shared Context
side.chat
Summarize yesterday's sales
Revenue was $14.2k across 38 orders, up 12% from Monday…
# sales
Lucy11:02 AM
Continuing from your web chat — APAC breakdown: $4.1k (29%), up from 22% last week.
Email
From: lucy@side.chat
Subject: APAC breakdown
Continuing from your Slack thread — APAC is trending up 7pp over 4 weeks. Full breakdown attached.
03

It compounds every week.

Month 1 is good. Month 3 is better. Every cycle, the agent learns your contacts, processes, and preferences. Tasks that needed your review last month run autonomously this month.

Lucy
Mon, Jan 6
Our fiscal year ends March 31, not Dec 31. Keep that in mind.
Understood — I'll use March 31 as year-end going forward.
Also, always break out APAC numbers separately.
Got it — APAC will always be its own line item.
Today
Prep the board deck for next quarter.
Recalled from memory
On it. Using FY ending March 31 with APAC broken out separately. Draft incoming…
Intelligence Compounds

From setup to autonomous.

Day 1
Connect

We configure your workspace. Link tools, set permissions, onboard your team.

Week 1
Assist

Your agent handles real tasks — drafts, scheduling, research — with your review.

Month 1
Execute

Workflows run end-to-end. The agent learns your preferences, contacts, and patterns.

Month 3
100×

Compound intelligence. What took your team hours now runs autonomously in minutes.

Set up in minutes. Lives inside your business.

Google Workspace · Gmail · Calendar · Slack · WhatsApp · HubSpot · Salesforce · Notion · Asana · Jira · Email · Zapier · Custom API

The Discovery

We built the first AI platform with a theory of when AI should — and shouldn't — act.

Sidechat founder Le Zhang published a framework that cracked a paradox: why does human-AI collaboration create massive value sometimes and destroy it other times?

The answer: it depends on whether the human's judgement exceeds the AI's on that specific task. Right match — intelligence compounds. Wrong match — errors compound.

We call it Compound Intelligence. It's not a slogan — it's peer-reviewed math. And every Sidechat agent is built on it.

Tension Loop Whitepaper
Tension Capture: A Formal Framework for Judgment-Conditional Human-AI Collaboration

The foundational research behind Sidechat's Compound Intelligence methodology.

Read
Le Zhang, CEO & Founder
Le Zhang
CEO & Founder · 3x Founder · 2 Exits
What users say

Real reactions from real users.

I would pay $2,000/mo for this. It integrated my calendar, Outlook, and Notion — I was astonished.
Kyle BrockettManaging Partner, Koo Capital
It’s crazy. It really is like you wrote some custom software.
Executive AssistantReal Estate
I would probably pay like $500 a month for this.
Executive AssistantDaily Agenda Setup
It’s so smart... very very fast, very easy.
Power UserAgent Code Generation
I actually do like that it shows what it’s doing.
Uservs. ChatGPT Comparison
side.chat is literally helping me teach myself SQL.
Career Prep StudentInteractive Learning
Dude side chat onboarding is so clean. I named my guy Itachi.
New UserDay One Experience
My teammate helped me organize my Drive into folders.
Productivity User83 → 8 Folders
My teammate came back with 6 categories of starred stuff. Useful.
UserInbox Intelligence
WOW. Thank you — I needed this.
Board-Level OperatorInvestor & Advisor
I just asked it to do so and it figured it out.
Non-Technical UserSelf-Service Setup
Claude couldn’t — it didn’t have write capabilities.
UserCalendar Management
Sidechat agents are more personalized and have more agency.
UserPlatform Comparison
The Close

See exactly where AI is helping your business — and where it's hurting.

The Compound Intelligence Assessment maps your entire operation in one session. Which decisions create value. Which ones destroy it. Where to deploy agents. Where to keep humans. Clear, specific, actionable.

For qualified operators. Because once you see the map, the next step is obvious.

Get Started →

For operators running $2M+ businesses already using AI.

Human Judgment, At Scale.

Sidechat is the compound intelligence platform. A named AI agent that learns your operations, connects to your tools, and gets smarter every week. Not a chatbot — an operating system for human-AI collaboration.

LinkedIn →
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