The AI team-mate
you onboard once
Atlas learns your code, your conventions, your systems, and the people on your team. Chat with it, delegate tickets to it, or give it a one-liner. Every action runs through guardrails your team controls.
Two products. One engineering brain.
CogniZhi builds AI systems shaped for engineering teams — not individual developers.
Atlas
Autonomous Engineering Team-mate
Purpose-built for small teams. Atlas ingests your full corpus — code, docs, tickets, chat, runbooks — learns your conventions and your people, and works alongside your team to ship, operate, and scale.
Universal Team Memory
Ingests all repos, docs, tickets, Slack history, and runbooks. AST-aware code chunking builds a knowledge graph linking symbols, ADRs, and incidents. New content searchable within 5 minutes of any commit.
Ticket → PR Automation
File a ticket in Linear, Jira, or GitHub Issues. Atlas decomposes, plans, opens a reviewed PR, runs your test and policy gates, then merges or escalates — following your team's definition of done.
One-Line Prototyping
Type one sentence, get a runnable script, Streamlit app, notebook, or service skeleton in under 60 seconds. No ticket overhead. Promote to a real repo with one command.
Systems Management
Monitors running systems via your existing observability stack. Investigates anomalies, proposes remediations — gated by your team's risk tiers. Routine ops run autonomously. Risky actions pause for approval.
Agent Control Plane
Three-tier risk gates: autonomous, notify-and-act, approve-then-act. Service passports per agent. Per-workspace budget caps. Full audit trail. The LLM proposes — your control plane decides.
People Context Model
Knows who owns what, who's on-call, and each team-mate's conventions. Responses feel like a senior engineer who has been on the team for years — not a generic assistant re-prompted daily.
Four ways to work with Atlas
One AI team-mate. Multiple ways it fits into how your team already works.
Chat
Ask anything, get grounded answersChat over your team's full corpus — code, docs, tickets, Slack history. Get answers with citations into your own materials. Available in Slack, web, CLI, and IDE.
Delegate
File a ticket, walk awayFile a ticket in your existing tracker. Atlas decomposes the work, plans it, opens a reviewed PR, runs your test and policy gates, and merges or escalates — following your team's definition of done.
Prototype
One line to a running artifact"Spin me a FastAPI endpoint that hits our staging DB." One sentence becomes a runnable scratchpad in under a minute. No ticket, no PR, no overhead.
Manage
Observe, investigate, remediateAtlas monitors your systems, investigates anomalies, proposes or applies remediations — all gated by your team's risk tiers. Routine ops run automatically. Anything risky pauses for approval.
Trust by design,
not by hope
The agent never touches an API, sends a message, or runs a query directly. It proposes. A deterministic control plane decides.
Three-Tier Risk Gates
Every action is classified: autonomous, notify-and-act, or approve-then-act. Your team sets the thresholds.
Service Passports
Each agent has a declared scope: which repos, which tools, what budget. Enforced by the control plane, not the prompt.
Stale-Context Detection
Atlas compares retrieved policies against live sources before acting. No decisions based on outdated information.
Full Audit Trail
Every prompt, tool call, retrieval, decision, and outcome is traced. Replay any action end-to-end.
Kill Switch
One command halts every running agent, freezes state for inspection, and requires explicit re-authorisation to resume.
Hard Tenant Isolation
No cross-tenant retrieval, embeddings, or logs. Adversarial probes run on every release to verify isolation.
Built for teams that ship
Atlas is sized and priced for teams that cannot afford a platform team, cannot easily hire five more senior engineers, and cannot wait for a 12-month enterprise procurement cycle.
Startup CTOs
Can't hire fast enough. Need a team-mate that compounds knowledge as the team grows — not a tool each engineer re-prompts every day.
Engineering Managers
Senior engineers drowning in review and ramp-up. Atlas absorbs the repetitive context-sharing work so your best people stay on the hardest problems.
Team Leads
Need a tool their squad can adopt in an afternoon — without a 6-month procurement cycle. Clear data isolation, clear scope, credible self-host story.
Who We Are
The name CogniZhi joins Cognition with ZhiHui (智慧) — the Chinese concept of wisdom, deep understanding, and intellect. It embodies our conviction that the next generation of AI must go beyond speed: it must reason, adapt, and act with genuine insight.
Our StoryCY and SH first crossed paths on the engineering floor at Motorola Singapore. Two decades later they were again comparing notes on the same frustrations that had followed them through their careers. Both are hands-on engineers who have worked across the full span of it — low-level firmware and hardware testing, development, release management, blockchain infrastructure, and now AI. They share a quiet concern: that the deep operational knowledge built across those eras quietly disappears when people move on. Open-sourcing it is their way to make sure it doesn't.
Co-Founder & Tech Evangelist
CYY
An engineer who moves comfortably from firmware benches to blockchain networks — and believes valuable engineering knowledge should never be allowed to quietly disappear.
He co-founded CogniZhi with a simple belief: valuable engineering knowledge should not disappear into old notebooks, siloed teams, or institutional memory. It should be captured, sharpened, and turned into a foundation that others can build on.
Co-Founder & Tech Evangelist
SHL
A builder of delivery systems and release practices who brings order to complexity without losing the hands-on instinct that made him effective in the first place.
He co-founded CogniZhi to turn decades of hard-earned experience into something enduring — so the knowledge does not retire quietly with the people who built it, but continues creating value for the teams and companies that come next.
Open by default
Real infrastructure tools earn trust through transparency. CogniZhi is committed to open-source as its primary distribution model. Built by engineers, for engineers.
Run leaner with AI
Want to understand how AI can reduce engineering overhead, compress hiring pressure, and keep your team focused on what matters?
We'd love to walk you through our products and roadmap. Whether you're a startup CTO or an engineering lead inside a larger company, we're happy to have a conversation.
Email us at ia.ihzingoc@eriuqne