StandardHands

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StandardHands

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StandardHands

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From Real Workflows to Real Autonomy

StandardHands is the flagship product of Real AGI Corp.
It builds intelligent agents by capturing how teams actually work – on screen, in chat, and across interfaces – and transforms those behaviors into distributable digital twins. Unlike copilots that suggest code, StandardHands learns directly from usage – clicks, Slack threads, spreadsheets, and real apps – and executes full workflows autonomously.

Real-World Workflow Capture

We capture remote sessions – terminal usage, screen recordings, and Slack/Discord task chats – to build a high-fidelity dataset of human behavior across DevOps, HR, finance, and operations.

AI Agents from Real Data

Using OpenHands, DSPy, Screenpipe, and Kasm Workspaces, we turn annotated workflows into intelligent, replayable agents. Our stack handles data ingestion, prompt optimization, GUI execution, and secure remote control.

Scalable Digital Twins

Each session becomes a structured training event. Each agent becomes a reusable, adaptable digital twin that scales horizontally across tools and orgs. This forms the basis of a general-purpose automation layer – not a narrow script, but a proto-AGI system built from real work.

About Us

About Us

Built by operators and ML engineers, for cross-functional teams

Built by operators and ML engineers, for cross-functional teams

Built by operators and ML engineers, for cross-functional teams

Built by operators and ML engineers, for cross-functional teams

Real AGI was founded by Tyler and Stefan.


Tyler is a behavioral systems strategist and therapist with deep experience designing real-world workflows, team processes, and interfaces that map closely to human intent.


Stefan is a systems architect with nearly two decades of experience building compilers, LLM backends, and developer infrastructure at scale – including at Apple.


Together, we’re building a platform for universal digital labor – adaptive, secure, and grounded in real work.

Real AGI was founded by Tyler and Stefan.


Tyler is a behavioral systems strategist and therapist with deep experience designing real-world workflows, team processes, and interfaces that map closely to human intent.


Stefan is a systems architect with nearly two decades of experience building compilers, LLM backends, and developer infrastructure at scale – including at Apple.


Together, we’re building a platform for universal digital labor – adaptive, secure, and grounded in real work.

Real AGI was founded by Tyler and Stefan.


Tyler is a behavioral systems strategist and therapist with deep experience designing real-world workflows, team processes, and interfaces that map closely to human intent.


Stefan is a systems architect with nearly two decades of experience building compilers, LLM backends, and developer infrastructure at scale – including at Apple.


Together, we’re building a platform for universal digital labor – adaptive, secure, and grounded in real work.

Real AGI was founded by Tyler and Stefan.


Tyler is a behavioral systems strategist and therapist with deep experience designing real-world workflows, team processes, and interfaces that map closely to human intent.


Stefan is a systems architect with nearly two decades of experience building compilers, LLM backends, and developer infrastructure at scale – including at Apple.


Together, we’re building a platform for universal digital labor – adaptive, secure, and grounded in real work.

How It Works — Features & Architecture

How It Works — Features & Architecture

An illustration from Carlos Gomes Cabral
An illustration from Carlos Gomes Cabral
An illustration from Carlos Gomes Cabral

01.

Full-Stack Workflow Automation

We capture remote sessions—terminal usage, screen recordings, and Slack/Discord task chats—to build a high-fidelity dataset of human behavior across DevOps, HR, finance, and operations.

02.

Architecture

03.

Workflow

01.

Full-Stack Workflow Automation

We capture remote sessions—terminal usage, screen recordings, and Slack/Discord task chats—to build a high-fidelity dataset of human behavior across DevOps, HR, finance, and operations.

02.

Architecture

03.

Workflow

An illustration from Carlos Gomes Cabral
An illustration from Carlos Gomes Cabral
An illustration from Carlos Gomes Cabral

01.

Full-Stack Workflow Automation

We capture remote sessions—terminal usage, screen recordings, and Slack/Discord task chats—to build a high-fidelity dataset of human behavior across DevOps, HR, finance, and operations.

02.

Architecture

03.

Workflow

01.

Full-Stack Workflow Automation

We capture remote sessions—terminal usage, screen recordings, and Slack/Discord task chats—to build a high-fidelity dataset of human behavior across DevOps, HR, finance, and operations.

02.

Architecture

03.

Workflow

Use Cases

Use Cases

StandardHands targets companies with high-complexity, low-leverage workflows that are hard to automate with templates.

> DevOps (CI/CD, infra ops, onboarding) — early traction ($25K ACV)
> Finance (reporting, budgeting, reconciliation) — next focus ($18K ACV)
> HR (onboarding, reviews, compliance) — expansion target ($15K ACV)

All agents are trained on real sessions and adapted across use cases via modular DSPy prompts and screen-level GUI control.

Example Workflow

An agent automates payroll submission. It:

  • Logs into an internal HR tool

  • Navigates GUI using Screenpipe + DSPy

  • Pulls data from spreadsheets

  • Generates a summary report

  • Narrates each step using VideoSDK avatar

  • Runs fully inside a secure Kasm Workspace

This workflow is based on a real recorded session, not a mockup.
The result: reliable, distributable agents trained on your actual workflows.

Enhance Productivity

Market Opportunity

We focus on ~10,000 U.S. companies with operations teams of 20+ people. With an estimated $20K Annual Contract Value (ACV), this represents a $200M Serviceable Available Market (SAM). Our initial target: 100 customers over three years, which yields a $2M Serviceable Obtainable Market (SOM).

These projections are grounded in real ICP validation and benchmarked against UiPath’s $100B+ TAM.

Enhance Productivity

Tech Stack & OSS Integration

We believe in composability and avoiding vendor lock-in, which is why RealAGI is built entirely with open tools like StandardHands, DSPy, Screenpipe, Kasm Workspaces, and VideoSDK. All workflows are recorded and consistently annotated, making them reusable across teams and domains.

Enhance Productivity

Beyond Manual Coding

Manual coders can’t keep pace with GUI churn and diverse enterprise workflows. Our hybrid stack leverages:

  • LLM-based code generation

  • DSPy-tuned automation logic

  • Screenpipe and VideoSDK integrations

Together, this allows RealAGI to deliver AGI-level task execution in real environments—automating what previously required manual intervention.

Enhance Productivity

Video & Avatar Integration

With VideoSDK, we deploy agents that don’t just execute tasks—they explain them. Avatars narrate workflows, give progress updates, and offer contextual support. These agents run inside Kasm Workspaces, allowing for secure, ephemeral task execution.

Users get clarity. Agents gain trust. Workflows stay human-readable.

Enhance Productivity

Example Workflow

An agent automates payroll submission. It:

  • Logs into an internal HR tool

  • Navigates GUI using Screenpipe + DSPy

  • Pulls data from spreadsheets

  • Generates a summary report

  • Narrates each step using VideoSDK avatar

  • Runs fully inside a secure Kasm Workspace

This workflow is based on a real recorded session, not a mockup.
The result: reliable, distributable agents trained on your actual workflows.

Enhance Productivity

Market Opportunity

We focus on ~10,000 U.S. companies with operations teams of 20+ people. With an estimated $20K Annual Contract Value (ACV), this represents a $200M Serviceable Available Market (SAM). Our initial target: 100 customers over three years, which yields a $2M Serviceable Obtainable Market (SOM).

These projections are grounded in real ICP validation and benchmarked against UiPath’s $100B+ TAM.

Enhance Productivity

Tech Stack & OSS Integration

We believe in composability and avoiding vendor lock-in, which is why RealAGI is built entirely with open tools like StandardHands, DSPy, Screenpipe, Kasm Workspaces, and VideoSDK. All workflows are recorded and consistently annotated, making them reusable across teams and domains.

Enhance Productivity

Beyond Manual Coding

Manual coders can’t keep pace with GUI churn and diverse enterprise workflows. Our hybrid stack leverages:

  • LLM-based code generation

  • DSPy-tuned automation logic

  • Screenpipe and VideoSDK integrations

Together, this allows RealAGI to deliver AGI-level task execution in real environments—automating what previously required manual intervention.

Enhance Productivity

Video & Avatar Integration

With VideoSDK, we deploy agents that don’t just execute tasks—they explain them. Avatars narrate workflows, give progress updates, and offer contextual support. These agents run inside Kasm Workspaces, allowing for secure, ephemeral task execution.

Users get clarity. Agents gain trust. Workflows stay human-readable.

Enhance Productivity

Pricing

Pricing

Pricing

Early Access Benefits

Early design partners and pilot customers receive:

20–40% volume discounts

Priority roadmap input

Option to co-author use case
studies and whitepapers

Access to workflow debugging
environments

Perfect for experimentation, pilots, or lightweight automation deployments.

For individuals and startups

Pay-As-You-Go

What’s included

Billing is usage-based

Limited integrations

Self-service dashboard
with workflow viewer and logs

For big companies

Enterprise

Ideal for teams ready to scale automation across departments or deploy agents in production environments.

What’s included

Annual contracts

Dedicated support

Custom integrations

User onboarding & training

Early Access Benefits

Early design partners and pilot customers receive:

20–40% volume discounts

Priority roadmap input

Option to co-author use case
studies and whitepapers

Access to workflow debugging
environments

Perfect for experimentation, pilots, or lightweight automation deployments.

For individuals and startups

Pay-As-You-Go

What’s included

Billing is usage-based

Limited integrations

Self-service dashboard
with workflow viewer and logs

For big companies

Enterprise

Ideal for teams ready to scale automation across departments or deploy agents in production environments.

What’s included

Annual contracts

Dedicated support

Custom integrations

User onboarding & training

Early Access Benefits

Early design partners and pilot customers receive:

20–40% volume discounts

Priority roadmap input

Option to co-author use case
studies and whitepapers

Access to workflow debugging
environments

Perfect for experimentation, pilots, or lightweight automation deployments.

For individuals and startups

Pay-As-You-Go

What’s included

Billing is usage-based

Limited integrations

Self-service dashboard
with workflow viewer and logs

For big companies

Enterprise

Ideal for teams ready to scale automation across departments or deploy agents in production environments.

What’s included

Annual contracts

Dedicated support

Custom integrations

User onboarding & training

Early Access Benefits

Early design partners and pilot customers receive:

20–40% volume discounts

Priority roadmap input

Option to co-author use case
studies and whitepapers

Access to workflow debugging
environments

Perfect for experimentation, pilots, or lightweight automation deployments.

For individuals and startups

Pay-As-You-Go

What’s included

Billing is usage-based

Limited integrations

Self-service dashboard
with workflow viewer and logs

For big companies

Enterprise

Ideal for teams ready to scale automation across departments or deploy agents in production environments.

What’s included

Annual contracts

Dedicated support

Custom integrations

User onboarding & training

The leading ML platform that provides value to your entire team

Our Differentiation

We go beyond coding copilots or brittle bots — our agents learn real behaviors from real users and scale them with intelligence. Unlike traditional RPA or newer dev-centric copilots:

Agents adapt with DSPy instead of rigid scripts.

Open source at the core — easier to audit, modify, and integrate.

Built for GUI churn — frequent layout changes are handled with Screenpipe + VideoSDK, not brittle selectors.

Automate smarter. Scale faster.
Start with RealAGI

Contact Us For Your Custom Automation

RealAGI © 2025

Features

Integrations

Pricing

Automate smarter. Scale faster.
Start with RealAGI

Contact Us For Your Custom Automation

RealAGI © 2025

Features

Integrations

Pricing

Automate smarter. Scale faster.
Start with RealAGI

Contact Us For Your Custom Automation

RealAGI © 2025

Features

Integrations

Pricing

Automate smarter. Scale faster.
Start with RealAGI

Contact Us For Your Custom Automation

Features

Integrations

Pricing