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CL / FAQ / 01–10Frequently asked
Useful context before the first conversation.
01What does Cipherlogic build?+
Cipherlogic designs, builds, and operates custom software, SaaS products, web and mobile applications, APIs, AI systems, AI agents, workflow automation, data platforms, cloud infrastructure, and connected enterprise systems.
02How does a software or AI project begin?+
Work begins by clarifying the business decision, users, workflow, technical constraints, evidence, and risks. That discovery produces a practical scope and architecture direction before delivery expands.
03Can Cipherlogic improve an existing product or legacy system?+
Yes. A focused assessment can cover product experience, architecture, code, data, integrations, deployment, security, and operating constraints. The resulting plan may prioritize stabilization, incremental modernization, selective replacement, or a new product surface.
04When is custom software better than an off-the-shelf platform?+
Custom software is usually justified when the workflow differentiates the business, requires unusual integration or control, or cannot be supported safely through configuration alone. Discovery should test that premise before a build is recommended.
05What makes an AI system production-ready?+
A production AI system needs more than a capable model. It requires trusted context, permissions, representative evaluation, visible failure behavior, human review where consequences matter, monitoring, cost controls, and clear operating ownership.
06What is the difference between workflow automation and an AI agent?+
Workflow automation follows a defined process and is the right foundation when the path and rules are known. An AI agent is useful when the system must adapt a plan, select among approved tools, and respond to variable results. Many dependable systems combine both.
07Does Cipherlogic provide design, cloud, and DevOps with development?+
Yes. Product design, application engineering, cloud architecture, delivery automation, testing, observability, and release readiness can be handled as one connected system rather than separate handoffs.
08How long does a project take?+
The timeline depends on the decision, scope, integrations, data, risk, and release path. Cipherlogic establishes a credible delivery sequence after discovery instead of promising a generic duration before the system is understood.
09Can Cipherlogic support a system after launch?+
Yes, when ongoing operation is part of the engagement. Release controls, monitoring, incident signals, documentation, and an improvement loop are designed before launch so support is based on observable system behavior.
10How can we discuss a project?+
Use the contact page or email info@cipherlogic.io with the business problem, current system, desired outcome, and any important timing or technical constraints. Cipherlogic will use that context to shape the first conversation.
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