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Applied artificial intelligence

AI automation and integration

Cipher Stacks builds AI integrations for document handling, support, operations, sales and internal knowledge. We map the workflow first, keep people in control of important decisions and make every automated action traceable.

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What we deliver
  • 01AI workflow discovery
  • 02Document extraction and validation
  • 03Support and inbox triage
  • 04Knowledge assistants
  • 05Lead routing and enrichment
  • 06Agent monitoring and evaluation
Technology stack
OpenAI APIAnthropicPythonLangGraphNode.jsPostgreSQLVector searchn8nMakeMicrosoft 365
Related work

Work connected to this capability.

Case 01

Ustad AI

Intelligent school insights for fee forecasts, attendance patterns and results.

Principals receive plain language signals from live operational data.
Case 02

M&G workflow automation

Factory workflow support covering records, exports, alerts and audit activity.

Repetitive operational steps are centralized and traceable.
Common questions

Useful answers before we talk.

Will AI automation replace our existing software?

Usually not. We connect AI to the tools and data you already use, adding a controlled workflow instead of forcing a platform replacement.

How do you reduce incorrect AI answers?

We use constrained prompts, retrieval from approved sources, structured outputs, validation rules, evaluations and human review for high impact actions.

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