Intelligence, in good hands
AI agents, AI platforms, and enterprise engineering. One accountable company.
From autonomous agents and Adamant, our sovereign AI platform, to the AI Decision Recorder and the Kubernetes platforms KubeMaestro, CmdGrid, AirLift, and Witness, Curo Intelligence builds, deploys, and operates the full stack. Every AI decision is recorded and every agent has an accountable owner, on your cloud or entirely on your own infrastructure.
Your cloud, your data center, or fully air-gapped, from one signed install.
Open-weight models, standard APIs, and exportable data. No lock-in.
An open-source verifier lets auditors check every decision record themselves.
AI that does real work
Agents and AI products that resolve tickets, reconcile accounts, and answer from your own data, earning autonomy step by step.
Platforms that run it
KubeMaestro, CmdGrid, AirLift, and Witness: Kubernetes and infrastructure operations, from cluster creation to backup and audit.
Accountability built in
Every AI decision recorded and verifiable, a named owner for every agent, and a senior engineer accountable for what the AI does.
Autonomy for your operations. Accountability from ours.
Services
AI where it transforms. Engineering where it endures.
Autonomous agents and AI solutions lead our work, but they stand on platforms, data, cloud, and security that have to hold for a decade. We deliver both, because trustworthy AI depends on trustworthy engineering.
AI Solutions
Autonomous AI Agents
AI agents that resolve tickets, reconcile accounts, manage approvals, and run workflows end to end, with permissions, audit trails, and rollback designed in from the start.
Explore this service →Enterprise AI Solutions
Copilots and AI systems built on your data: retrieval over your documents, models tuned to your domain, answers your teams can verify and cite.
Explore this service →Security & AI Governance
Guardrails for systems that act: permission boundaries, prompt-injection defense, audit evidence, and demonstrable compliance.
Explore this service →Engineering Services
Enterprise Platform Engineering
Core business systems and the software around them, built or modernized without disruptive rewrites, and architected to last.
Explore this service →Data & Analytics Platforms
A single, trusted view of the business: lakehouse architecture, pipelines with lineage, governance your auditors respect, and AI-ready by design.
Explore this service →Cloud & DevOps
Infrastructure delivered as a product: cloud migrations, standardized platforms, cost accountability, and reliable operations.
Explore this service →Technology Advisory & Research
For decisions at the frontier of technology: AI strategy and readiness, build-vs-buy at the frontier, architecture reviews, and what emerging compute means for your industry.
Explore this service →Products
Products built for production.
Eighteen products, built out of our AI, Kubernetes, and infrastructure work. Six are open for early access today, and our sovereign AI platform and AI Decision Recorder are in development.
Adamant
Sovereign AI platform: private, air-gapped AI on your own servers, with open models, cited answers and policy-checked agents.
Explore Adamant → In developmentCuro / AI Decision Recorder
A tamper-proof, replayable record of every AI decision, with case files your auditors can verify independently.
Explore AI Decision Recorder → Early accessCuro / Keeper
The autonomous SRE agent. It predicts incidents, resolves low-risk issues, routes higher-risk actions for approval, and rolls back automatically on regression.
Explore Keeper → Early accessCuro / Reconciler
Autonomous exception resolution for finance operations. It matches records across systems, resolves routine breaks, and queues judgment calls for a person.
Explore Reconciler → Early accessCuro / Witness
Security monitoring and audit evidence in one, fully offline: real-time incidents across every cluster, and a searchable record your auditors accept.
Explore Witness → Early accessKubeMaestro
Enterprise multi-cluster Kubernetes operations: no-code cluster creation on bare metal or EKS / AKS / GKE, Helm, audit logging, backup & DR.
Explore KubeMaestro →How we deliver
Three engagement models. One accountable owner.
Every engagement has a single accountable owner: a senior engineer, not an account manager, from the first architecture review through ongoing operations.
Outcome-based delivery
Fixed-scope or dedicated product-team engagements. We design, build, and hand over with documentation your team can operate from.
Managed operations
For the systems we build and the ones you already run: 24×7 monitoring, agreed SLOs, reported error budgets, and transparent post-incident reviews.
Independent senior advisory
Architecture reviews, AI strategy, and technical due diligence, from engineers who build and operate systems like yours.
The first 90 days
A structured path from assessment to operation.
Every engagement follows the same framework, so progress is visible and every commitment can be verified.
Discover
We assess the code, the architecture, and the organization, and deliver a clear map of what exists, including systems without a current owner.
Architect
Target architecture, migration plan, and a written risk register, signed off by the engineer who will deliver it.
Build
Senior engineers working in short cycles. Working software and supervised agents released to production behind feature flags, documented as we go.
Operate
SLOs agreed, on-call cover in place, and post-incident reviews delivered. Every system has an accountable owner.
Industries
Built for regulated and mission-critical environments.
We focus on industries where systems carry money, health, safety, or public trust, and where reliability and evidence are non-negotiable.
Reconciliation and settlement breaks, closed with an audit trail a regulator can replay.
Patient and trial data under residency rules, where every automated action has to be evidenced.
Peak traffic that cannot fail, and back-office queues growing faster than headcount.
Plant-floor and fleet systems that run air-gapped, where downtime is measured in shipments.
Multi-tenant platforms and the Kubernetes estate beneath them, scaled without scaling the operations team.
Procurement that demands evidence, and systems that must run with no internet and no lock-in.
Why Curo
What sets Curo apart.
Enterprises typically weigh three options: a global consultancy, a specialist AI vendor, or building in-house. Curo brings together the strengths of each.
Senior, accountable teams
Small senior teams own each engagement end to end. The people who scope your work are the people who deliver it.
AI on proven engineering
Every agent runs on full-stack engineering across platforms, data, cloud, and security, and six of our products are already in early access. We operate what we build in production.
Built for your independence
We work alongside your team and hand over complete, exit-ready documentation. You keep full control of your systems and are never locked in.
The Curo standard
Four commitments, written into every engagement.
Every agent has a human owner
Autonomy never means unaccountable. A named engineer owns every AI decision in production, and you work with them directly.
Autonomy is earned, not assumed
Agents start supervised, gain permissions with a track record, and log every action to an audit trail you can replay.
Documentation is a deliverable
Exit-ready from day one. Architecture decisions, runbooks, and the reasoning behind them are written as we go, so your next hire can onboard from the documentation instead of from us.
Transparent incident reporting
When an incident occurs, you receive the full post-incident review: root cause, contributing factors, and corrective actions.
About Curo
An engineering firm, built like one.
Curo Intelligence was founded in 2026 on a clear premise: systems that act on their own need accountable owners, not just builders. We keep teams small and senior, assign a senior engineer to every engagement and every agent, and remain accountable through production, not only until go-live.
The name comes from the Latin cūrō, “I take care of it,” the same root as the English word accurate: “done with care.” Precision delivered with care is the standard we hold ourselves to.
We hire selectively, looking for engineers who take ownership of their work. To join us, write to [email protected].
FAQ
Frequently asked questions.
How does an engagement start?
Every engagement begins with a 45-minute working session with a senior engineer. Where there is a fit, we run a short paid discovery and deliver a written proposal covering target architecture, risks, timeline, and price. The proposal is yours to keep and evaluate independently.
Can AI agents work without human involvement?
Yes, for the work itself, but never for the accountability. Our agents run workflows end to end: supervised at first, autonomous once they have earned it, and audited at all times. A named engineer remains accountable for everything they do, which is what makes automation dependable in production.
What happens if an agent makes a mistake?
The action is rolled back and a person explains what happened. Agents run supervised until they have a proven track record, high-risk actions require human approval, and every action is recorded in a replayable audit trail. You receive a full post-incident review: root cause, contributing factors, and corrective actions.
Do you take over systems built by others?
Yes. We begin with a stabilization review to assess what exists, then agree SLOs once we fully understand the commitment.
Who will work on our systems?
Small teams of senior engineers. The people who scope your work are the people who deliver it.
Do you train models on our data?
The boundary is set in writing before any data moves, and your security team signs it. In most engagements your data is used only to run your own systems — retrieval, evaluation, operation — and is never pooled with anyone else’s or used to improve models for other customers. Where an engagement genuinely calls for tuning on your data, that is agreed explicitly, scoped to you, and written into the contract rather than assumed.
What is your security posture?
Curo is not SOC 2 or ISO 27001 certified today, and we will not imply otherwise. We build to those controls — least privilege, permission boundaries, audit logging, secure delivery pipelines — and our products are built to produce the evidence auditors ask for. If your procurement process requires a certified supplier, let us know early and we will confirm clearly whether we qualify.
Who owns the code and the IP?
Ownership of code and intellectual property is agreed explicitly in the contract before work begins. We never use ownership as leverage: our exit-ready commitment means you can always take your work with you.
How do you price?
Build engagements are fixed-scope, Operate engagements are billed monthly, and Advisory is billed at day rates. Any change in scope is agreed in writing before work proceeds.
Where are you based?
Curo Intelligence is registered in India and delivers remotely worldwide. Working-hour overlap is agreed per engagement, and on-call cover and response times are defined in every Operate SLO.
Let’s talk about your priorities.
Whether it is a process consuming your team’s time, operations that need to scale, or an AI initiative that has stalled, every engagement begins with a 45-minute working session with a senior engineer.