HolisticCohere implementation practice

Independent Cohere implementation

Put agentic AI to work.

We design and implement secure enterprise agents around North, Command, Embed, Rerank and Compass—connected to your data, tools and approval controls.

Independent advisory and implementation practice. Not affiliated with or endorsed by Cohere.

GroundedAnswers anchored in governed enterprise knowledge
ConnectedAgents linked to the systems where work happens
ControlledHuman approval, access policy and audit evidence

From model to operating model

The agent is only one layer.

Production value comes from the system around it: trusted retrieval, useful tools, clear permissions, measurable workflows and accountable people. We design the whole operating layer—not just the prompt.

The Cohere stack

One platform. Six implementation layers.

Choose the capabilities your workflow needs, then connect them as a governed system.

Reference architecture

From enterprise evidence to controlled action.

A practical agent flow keeps retrieval, reasoning, tools and approval visible as separate controls.

Every consequential action can pause for policy checks or human approval, while the full path remains observable and auditable.

Where agents create value

Workflows built around real enterprise constraints.

Start where knowledge is fragmented, decisions are repeatable and people lose time moving between systems.

Deployment and control

Your infrastructure. Your boundaries.

Map data sensitivity, residency, latency and operational ownership before choosing where models and agents run.

Implementation path

Move from idea to governed production.

Each phase creates evidence for the next investment decision, reducing the risk of a promising demo that never becomes an operating capability.

Practical questions

What enterprise teams ask first.

Start with the workflow

Bring us one process worth improving.

We will help define the data, tools, controls, deployment model and success measures needed to make it production-ready.