Built for multi-hour complex workflows.
It learns how your experts get work done, then pairs AI reasoning with deterministic execution to run those workflows across your enterprise.
OpenAI
for Startups
Share confidential documents on a platform that gives you control, visibility, and trust.
Private Equity
The work that needs judgment can't be handed to AI agents or fixed workflows.
AI agents are powerful, but too costly and unpredictable to run real operations alone, and can take unintended actions without guardrails.
Hard-coded workflows are reliable, but take months to build and break when work hits exceptions.
Experienced people still have to bridge the gap.
Introducing
Context Labs
Turn expert judgment into operating logic.
Every case leaves a trail across your systems and teams: actions, handoffs, approvals, escalations and exceptions. Context links that trail to each outcome, learns why each call was made, and turns it into logic your AI agents can follow.
AI makes only the judgment calls: reading documents, weighing exceptions and deciding what happens next. Every calculation, update and action runs on fixed rules, so the same input always gives the same result, with no hallucinations, near-zero token cost and a full audit trail.
When an expert flags a mistake or quietly fixes an output, Context learns why and turns it into a tested, fixed step. Workflows evolve as your processes change, getting faster, cheaper and more reliable without a rebuild.
Expert judgment becomes operating logic. Every correction makes the next workflow more reliable.
Context fits into your existing applications, connecting documents, decisions and actions across your teams. No rip-and-replace.
Google Docs
Google Sheets
Microsoft Word
Microsoft Teams
Google Drive
Microsoft Excel
Snowflake
SAP
Gmail
Swift
Slack
Visa
Salesforce
MastercardPrivacy and control
Built for regulated workflows. Your data stays in your environment, with zero retention—including for AI.
Deploy in your private cloud or on-premise. Keep every action logged, every role controlled, and every workflow in your hands.
From the first document to the final decision, Context carries work across your systems. Your team sets the boundaries, approves what matters, and stays in control.
Week 0
Local teams who build it with you, then
hand it over and move to the next use case.
Learn more
Context fits into the applications your teams already use. We work with you to define the connections, access and deployment requirements for each workflow, including a virtual private cloud or on-premise setup.
Context learns why experts make decisions, then turns that judgment into operating logic. AI handles the judgment calls while calculations, updates and actions run on fixed rules. Your team does not have to encode every exception upfront.
Context connects actions, handoffs, approvals and exceptions to their outcomes. It learns the reasoning behind those decisions and turns expert corrections into tested steps that agents can follow.
Context is built for complex enterprise work, including banking operations, insurance and private equity. Start with a process that combines documents, decisions, approvals and work across several systems.
Deployment options include your virtual private cloud or on-premise infrastructure. Role-based access controls and audit trails keep actions accountable. Review the security requirements for your workflow with our team before deployment.
Talk to our team about the first workflow you want to build. Scope, commercial terms and ongoing support are agreed for your deployment.
The rollout depends on the workflow, available evidence, required connections and your approval process. Our deployment team will help define the first use case and its delivery milestones.
Your experts set the rules and handle the decisions that need their attention. Context takes on execution, while corrections help the workflow improve over time.
Data ownership, workflow deliverables and operating responsibilities are set out in your agreement. Our team will walk through these with you before work begins.
We turn the selected process into operating logic, build its hybrid workflow and test it with your experts. Deployment teams help you put it into operation and move to the next use case.
