Building a better way to work with complexity.
Aurus is building intelligent software that helps people understand their work, make better decisions, and plan around what actually matters.
Q3 Roadmap Review
Calendar • 10:30 AM
Finalize Security RFC
Task • Linear #518
Unified Context Horizon
Fragments organized by cognitive weight & dependency
"Shift sprint demo to Thu?"
Conversation • Slack #product
Pricing Tier Matrix v2
Document • Decision pending
Work became connected.
Our tools didn't.
A typical day doesn't happen inside one application. A meeting creates a task. A conversation changes a deadline. A document changes a decision. A new priority changes the plan.
Yet much of our software still treats these things as separate pieces. We started Aurus because we believe software should understand more of the work around us.
Integrated Operational Model
Dependencies, commitments, and cognitive trade-offs evaluated in unison.
More information isn't the same as more understanding.
We have more tools, more notifications, more documents, more meetings, and more systems than ever. But having more information doesn't necessarily make it easier to decide what matters or what should happen next.
NOT NECESSARILY MORE CLARITY
Higher cognitive fatigue, scattered commitments, and diminished deep focus.
We believe good software should understand context.
Three durable principles guiding how we design models, user agency, and everyday workflows.
Context over isolation.
A task rarely makes sense by itself. Its priority, timing, dependencies, and importance come from everything around it.
"Write Auth Architecture RFC"
Intelligence with control.
Software should be capable enough to reason and recommend without taking important decisions away from people.
Move proposal work to Wednesday morning
Why: 2-hour uninterrupted block before review.
Adaptation over rigid automation.
Work changes constantly. The right plan isn't the one created once. It's the one that can adapt as reality changes.
We're not building another productivity layer.
We don't believe the answer is another place to manually enter everything you already know. We're building Aurus around a different idea: Useful software should bring context together, understand relationships, and help people decide what should happen next.
Information
Raw multi-tool events
Context
Relationships & weight
Understanding
Coherence model
Reasoning
Trade-off evaluation
Action
Empowered decision
Elegance through clarity — no technical jargon, empty buzzwords, or cognitive friction.
Aurus starts with planning.
Today, Aurus starts with a simple but difficult problem: How should I spend my time when everything around me keeps changing? Aurus brings together your work, calendar, priorities, commitments, and the way you work to help create a plan that fits.
Planner
Plan the work around what matters.
Combines high-priority sprint items, personal energy rhythms, and calendar realities into an actionable, dynamic day view.
Intelligence
Make decisions using context rather than availability alone.
Avoids naive empty-slot filling by evaluating analytical overhead, travel requirements, and post-meeting exhaustion.
Knowledge
Learn the patterns and preferences that make planning better.
Silently observes when you do your best strategic writing, when meetings drag, and adjusts scheduling buffers accordingly.
Thread
Understand the work surrounding a conversation.
Connects chat chatter to real commitments, PRs, and follow-ups without requiring manual task entry.
Workspace
Bring shared work into a connected environment.
A shared operational graph where multi-team initiatives, milestones, and cross-functional confluence windows naturally align without endless consensus meetings.
AI should help you think, not make you disappear.
We want Aurus to be capable enough to understand complexity, but predictable enough to trust. Recommendations should have context. Important changes should be visible. People should remain in control.
Intelligence is useful when you understand why something was suggested — and can decide what happens next.
Move proposal work to Wednesday morning
Start with the individual.
Grow with the work.
Work doesn't stop at personal planning. The same context that helps one person plan their day can eventually help teams understand what is happening across their work. Our ambition is to make software that understands work as it actually happens — across people, time, conversations, decisions, and commitments.
Personal Work
Focus immunity, personal cognitive rhythms, unified inbox, and individual calendar defense.
Shared Work
Frictionless 1-on-1 rescheduling, cross-functional dependencies, and task handover context.
Team Context
Organizational mesh modeling, multi-team confluence windows, and autonomic capacity balancing.
Built by people who care about how work actually works.
Krishna Kamal Singh
Founder, Aurus
I started Aurus because I kept seeing the same problem: the information needed to make a good decision was almost always spread across different places. We have incredibly capable software for storing tasks, meetings, messages, and documents. What we still need is software that can understand how those pieces fit together.
— Krishna Kamal SinghWe're building Aurus one problem at a time.
Things we want to stay true to.
Guardrails that protect our craft as we scale systems and intelligence.
Build for Real Work
Optimize for messy, volatile day-to-day realities rather than idealized productivity theory.
Respect Human Agency
Never take high-consequence decisions away from humans. Automate the friction, preserve the intent.
Make Complexity Clear
Clarity over cleverness. Recommendations must explain their reasoning clearly in plain human terms.
Keep Learning
Every workflow is unique. Continuously listen, adapt, and refine our models alongside how teams evolve.
We're building Aurus for the way work actually happens.
More context. Better decisions. Plans that can adapt.