Specialized AI Agents That Run Your Workflows
Deploy agents that reliably execute your policies, use your tools, and improve with every interaction.
From static SaaS to agents that operate your workflows.
Enterprises are moving from screens and forms to agents that own outcomes. These agents need deep integration with your systems, strict policy adherence, and the ability to execute long-horizon, multi-step work—reliably.
But generic chatbots and thin copilots break as soon as they hit real-world operations. They hallucinate, forget rules, and have no feedback loop to get better in production.
Interface 1 is the platform for product-specific, continually learning agents.
We provide the infrastructure to define, train, evaluate, and deploy specialized agents that operate your workflows end-to-end. These agents integrate with your tools, follow your policies, and improve over time from real user trajectories.
Product-specific agents that behave like reliable teammates.
Analytical Engine agent is more than a model with a prompt. It is a software operator with a clear mandate, a toolbelt, guardrails, and a training loop grounded in your real workflows.
Built for complex, high-value operations.
Analytical Engine is designed for workflows where mistakes are expensive, policies matter, and humans are stuck in repetitive decision loops.
Expense, policy & approvals
Agents that review requests, check them against policy and historical patterns, reconcile details across systems, and either auto-approve or route with a clear explanation.
Outcome: faster decisions, consistent policy enforcement, fewer escalations.
Systems & change management
Agents that help plan and validate system changes, generate and review configuration updates, and verify that changes align with constraints before rollout.
Outcome: fewer errors, safer and more repeatable change cycles.
Customer operations & compliance
Agents that run checks, reconcile identity and risk data across systems, flag anomalies, and keep a full audit trail, while routing only the true edge cases to humans.
Outcome: lower operational cost with higher confidence.
AI data analyst & insights
Agents that plan and execute deterministic tool-based queries, surface the right metrics and anomalies, and hand off clear, decision-ready summaries to operators.
Outcome: faster, more reliable insight with less manual querying.
Built by operators obsessed with reliable agents.
Analytical Engine was founded by University of Waterloo Computer Science students, who have spent their time working on long-horizon agents, reinforcement learning, and production AI systems. We’re a small, technical team focused on a single problem: making agents you can actually trust in enterprise environments.
Reach out to us with your questions, feedback, or suggestions, and we’ll respond as quickly as possible.
If you’d like to discuss in more detail, feel free to book a meeting with us — we’d be happy to connect.