Enduring Digital
Paperwork at Scale

Enterprise teams need AI that meets the same standards as their most critical business systems. Steve brings professional-grade intelligence to office work through three commitments: security that holds under real attack conditions, workflow integration that mirrors how professionals actually operate, and output quality that stands up to executive scrutiny.

Enterprise AI fails when structure is an afterthought. When an AI can access private data, process untrusted content, and communicate externally, it falls prey to the well-documented lethal trifecta. Attackers broke through standard defenses in more than 90 percent of attempts.

Steve avoids the trifecta entirely. The system accesses your data only through controlled programmatic channels, while outbound communication remains governed. That separation eliminates the attack surface most agent systems expose. On that foundation, enterprises get the controls they expect:

• On-premise or VPC deployment.
• Role-based access control.
• Full audit trails across all activity.
• Configurable data retention and deletion policies.
• Complete ownership of inputs and outputs.
• SOC 2 Type II compliance (in progress).

We continuously test Steve against the latest adversarial techniques, ensuring protections hold under real-world attack patterns.

Friction kills adoption. Steve is built to slide into existing professional workflows without friction around the following three principles:

• Meet teams where they are. Steve connects to Google Drive, Microsoft OneDrive and SharePoint, and internal document systems.
• Mirror how professionals actually work. Documents come back with redlines, comments, and clear reasoning. Excel models use color conventions analysts understand. Review loops follow the natural rhythm of draft, critique, revise.
• Adapt to how you operate. During onboarding, we encode the workflows, formatting rules, and domain conventions specific to your organization.

We built Steve around your business and your people. Every layout, review loop, and deliverable is refined through real conversations with enterprise teams to ensure seamless adoption and real productivity.

When execution becomes cheap, taste becomes the differentiator. Professional output depends on the details: storyline, margins, type hierarchy, chart clarity, and narrative structure. Steve is trained to care about these details.

Before any result reaches your team, Steve performs a rigorous internal review. He reviews structure, margins, font consistency, overflow issues, workbook organization, chart colors, narrative flow, and the presentation of facts. Every detail aligns with your templates and your standards.

Steve also self-corrects. He iterates up to 300 times to reach a confidence threshold that reflects professional expectations. As your teams leave comments and feedback, Steve incorporates those signals to refine his taste continuously. Taste is not aesthetic preference. It is a standard that Steve was made to meet consistently.

Your team has workflows that need to run correctly every time, not occasionally, not when the AI is having a good day. Steve works with enterprise-grade consistency, full audit trails, and the ability to process thousands of documents while maintaining the same rigor throughout.

Consumer AI tools are designed for conversation. Steve is designed for meaningful work. Schedule a call to see the difference.