Connect every data source. Automate any workflow. Keep sensitive data exactly where it belongs. One operating system for everything your organization knows.
Product
SharePoint, local files, Slack, email, Google Drive — connected and indexed by meaning. Ask a question in natural language. Get a synthesized, cited answer drawn from everywhere.
What's the status of the Henderson claim and who's the assigned adjuster?
The Henderson property claim (CLM-2024-7891) is in the review stage. Filed March 12 for water damage to the primary residence, estimated at $47,200.
Senior Adjuster Maria Chen is assigned. She completed the on-site inspection March 18 and flagged a potential subrogation opportunity against the roofing contractor.
Next step: Chen's assessment report is due March 28. The claim is under the $50K threshold — no escalation to the review board required.
Architecture
A hierarchy that mirrors how organizations actually work. Every layer enforces boundaries. No data crosses a silo. Ever.
Single orchestrator for the entire installation. Routes queries, manages providers, coordinates across all silos without crossing data boundaries.
Absolute isolation. One per company, client, or entity. Data from Silo A physically cannot reach Silo B — enforced architecturally, not by access control.
Departments, projects, teams within a silo. Doors can link to each other. Mark one proprietary and all its data routes through a local model — nothing leaves your network.
Automated capabilities attached to doors. Multi-step workflows that call external tools, process documents, and learn your organization's patterns over time.
Adaptive Intelligence
A base model that understands work universally. Industry adapters that encode domain expertise. Org adapters that learn your specific patterns. Additive. Compounding.
A customer joining in Year 2 inherits the base model fine-tuned on a year of universal workflow patterns across hundreds of organizations — plus their industry's collective intelligence. They don't start from zero. They start from everyone.
Learn about our model architectureCross-industry workflow intelligence. Document processing, approval chains, compliance automation, exception handling. Fine-tuned on the collective execution patterns of every organization on the platform. The longer it runs, the smarter everyone gets.
Vertical-specific intelligence. Insurance underwriting logic. Legal precedent analysis. Healthcare compliance patterns. Domain expertise baked into reasoning — without a byte of customer data.
Your naming conventions, approval chains, exception rules, formatting preferences. Trained only on data you explicitly approve. Opt-in. Audited. Yours. What starts as 50% automated becomes 95%.
Use Cases
Five companies, five silos — completely isolated. Ask "How are Q3 numbers looking across the portfolio?" and get a cross-company synthesis that respects every privacy boundary.
500 claims per week processed consistently. The base model understands routing. The industry adapter adds underwriting logic. The org adapter learns your thresholds.
Client documents marked proprietary never touch external AI. Query across all non-proprietary matter files. The system surfaces connections that would take weeks to find manually.
A new hire asks "How does our auth system work?" and gets a synthesized answer from architecture docs, design specs, Slack threads, and internal wikis. One query. Every source.
Trust
Your data lives on your server. Every query is logged. Every workflow is auditable. Isolation is architectural — not a policy document someone hopes gets followed.
Files, indexes, user accounts, workflow configs — all on your infrastructure. You own it. Export everything. Move servers. No lock-in. No dependencies on our uptime.
Cloud inference is ephemeral. Requests processed in memory and immediately discarded. No customer content is stored on our servers. This is a design constraint, not a policy.
Every ingestion, every query, every workflow execution, every training event — logged and reviewable. Built for SOC 2 Type II and ISO 27001 certification.
Company A cannot reach Company B. Period. Enforced by system design. Industry adapters contain zero customer data. Base model uses only aggregated, anonymized patterns.
Deployment
Software and model weights hosted centrally. Customer data stays on customer infrastructure. Always.
Get Started
We're onboarding organizations that manage knowledge across multiple entities, departments, and data sources. The private beta is open.