Intelligent orchestration

One request. Many steps.
Zero micromanagement.

Ask Sophon to do something complex and it figures out the plan, identifies what can run in parallel, checks with you on anything sensitive, and executes — all while you watch in real time.

4 modes
Auto, LLM-decides, Always, Never
Parallel
Independent steps run simultaneously
Real-time
Live status via Dashboard & Mobile
80+ tools
Available for plan steps

How it works

From your message to completed execution in four stages — each designed for speed, safety, and transparency.

01

Understands complexity

Sophon analyzes your request and determines whether it needs a simple response or a multi-step plan. Complex tasks with multiple actions, dependencies, or tools are automatically routed to the planning engine.

02

Creates a plan

The AI decomposes your request into discrete steps, identifies dependencies between them, assigns the right tools, and estimates risk levels. You see the full plan before anything executes.

03

Asks for approval

If any step involves sensitive actions — sending emails, modifying data, accessing external services — Sophon presents the plan for your review. You can approve, edit, or reject before a single action is taken.

04

Executes intelligently

Independent steps run in parallel for speed. Dependent steps wait for their prerequisites. If a step fails, Sophon generates an alternative approach and retries — no human intervention needed.

Built for reliability

Plans fail gracefully, recover automatically, and keep you informed every step of the way.

Parallel Execution

Steps with no dependencies run simultaneously. A 10-step plan with 3 independent branches completes as fast as the longest branch, not the sum of all steps.

Smart Retry

When a step fails, the AI analyzes the error and generates an alternative approach. One automatic retry with a fresh strategy — no blind repetition.

Smart Cascade

If a step fails but its dependents have other completed dependencies, they can still proceed with partial context. A single failure doesn't cancel the entire plan.

Real-Time Visibility

Watch every step execute live in the Dashboard or Mobile app. See status updates, outputs, and errors as they happen — not after the fact.

Risk-Aware Planning

Every step carries a risk level. Plans with sensitive actions are held for approval. You configure which risk thresholds require your review.

Editable Plans

Don't like a step? Edit it before execution. Reorder steps, modify descriptions, remove unnecessary actions, or add new ones. The plan adapts to your changes.

What people orchestrate

Real-world tasks that Sophon plans, parallelizes, and executes autonomously.

Morning briefing

Check calendar, scan emails, summarize news, send digest to WhatsApp

4 steps3 parallel

Customer onboarding

Create Jira ticket, set up calendar invite, draft welcome email, update CRM

4 steps2 parallel

Code review pipeline

Pull PR diff, run linter, analyze changes, post review comments on GitHub

4 steps1 parallel

Research report

Search web, scrape sources, extract data, summarize findings, generate PDF

5 steps3 parallel

Expense processing

OCR receipt photo, extract amounts, categorize, create spreadsheet, email finance

5 steps2 parallel

Incident response

Check system health, gather logs, search Confluence runbook, draft status update

4 steps2 parallel

See the plan in action

A real plan generated from a single request, showing dependencies, parallel execution, and risk classification.

Your request

"Check my calendar for tomorrow, find relevant Confluence pages for each meeting, and send me a prep briefing on WhatsApp"

1
Fetch tomorrow's calendar events
depends: nonerisk: None
completed
2
Search Confluence for meeting-related pages
depends: nonerisk: None
completed
3
Summarize findings into a briefing
depends: 1, 2risk: None
completed
4
Send briefing to WhatsApp
depends: 3risk: Medium
approved
Steps 1 & 2 ran in parallel · Step 4 required approval before sending

Stop managing steps. Start describing goals.

Tell Sophon what you want done. It figures out the how, asks permission when needed, and gets it done — reliably, transparently, and fast.