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Bit Foundry AI
Bit Foundry AI
Enterprise Voice Intelligence

The Bit Foundry Architecture

Native Cloud Infrastructure. Built for Scale.


The Operating System

Bit Foundry is building the execution stack for AI employees across personal, team, and enterprise workflows.

We don’t treat memory as a chat log or lock ourselves to a single retrieval technique (like vector search or RAG). WorkMemory builds a context graph of entities, interactions, and decisions; retrieval chooses the best method for each source and always returns grounded context with provenance.

  1. Execution Runtime Workweaver orchestrates tool actions reliably with guardrails, approvals, retries, and proof of work.
  2. WorkMemory (Context Graph) WorkMemory is the long-term brain. It maintains a context graph and tiered retrieval layer, with policy-aware redaction and decay so information stays safe and relevant.
  3. Governance & Identity Identity, access control, and execution posture are first-class. High-risk actions require approval, and automation can be paused instantly.

Product Roadmap - 2026

Current: Inbound AI Receptionist Autonomous handling of all incoming L1/L2 queries.

Q2 2026: Outbound Automation Predictive dialing, lead qualification, and follow-up workflow execution across CRM + email.

Q2 2026: Meeting Intelligence Zara joins Zoom/Meet calls as an active participant—uses WorkMemory/context graph to clarify open questions, assign action items, schedule next steps, and track progress.