Bring Your Own AI

Works with the AI your team already uses.

Claude, ChatGPT, Cursor, Copilot, or whatever you swap in next. ConvOps sits with your AI, not between you and it. Bring your own AI. We'll bring the process.

Start with ConvOps See how it works

Content Publishing · one workflow

Driving now

Claude

on Step 2 · Draft

connected

Swap the driver anytime

ChatGPT

Cursor

Copilot

Same workflow. Same memory. The AI is interchangeable.

4+
AI clients supported out of the box: 0
Vendor lock-in by design: 1
Workflow across every AI your team uses

Client-agnostic by design

Any AI that can call tools. Any team. Same workflow.

ConvOps exposes its tools to any AI client that can reach them. Whether your team is on Claude, ChatGPT, Cursor, Copilot, a custom agent, or something that does not exist yet — if it can call tools, it can run through ConvOps. The process and the memory live in ConvOps. The AI on the other end is interchangeable.

Works with the AI your team already uses

Claude

ChatGPT

Cursor

Copilot

Custom agents

Swap the AI. Keep the process.

Change models without rewriting a single playbook.

Your AI vendor choice will change. New models arrive every quarter. Compliance shifts. Pricing shifts. In every other tool, swapping AI means rebuilding your process from scratch. In ConvOps, the workflow does not move. Point the new AI at the same workflow and keep shipping.

In practice

Process outlasts the model choice — the workflow is the source of truth.
New AI on Monday, same workflow on Tuesday. Zero re-training for your team.
The workflow does not care which model is on the other end.

Different teams, different AIs

Every team on the AI they prefer. Every team on the same process.

Engineering likes Claude. Marketing standardized on ChatGPT. Design uses Cursor. Without a shared process layer, that is fragmentation — three silos, three different playbooks, zero hand-off. With ConvOps, every team runs the same workflow on the AI they already picked. The process is shared. The AI stays local.

In practice

One workflow, many AIs. Consistent process across every team.
No "which AI did you use?" — the audit trail records it.
Hand-offs between teams keep the workflow state, regardless of which AI drove each step.

Process layer, not another model

We are not a model. We are the process your models run.

ConvOps is not an AI assistant. It is not a wrapper around a single model. It is a process layer your AI connects to — tasks, step-at-a-time instructions, shared notes, a full audit trail. The AI you picked already knows how to use it. You are not adopting a new AI. You are giving the one you have a process to run inside.

In practice

Zero model adoption friction — use the AI your team already trusts.
ConvOps gives your AI structure. The AI gives ConvOps the conversation.
Not another AI to adopt. A process layer the AI you have already knows how to use.

Future-proof by architecture

The AI that replaces your AI also works with ConvOps.

Whatever comes next — a new frontier model, a niche agent your compliance team blesses, an in-house fine-tune — if it can call tools, it runs through ConvOps. You are not betting on a model. You are betting on a process. Models change. Process stays.

In practice

No model lock-in. Swap vendors as the market moves.
Your workflow absorbs the next model without a migration project.
Standardize on your process. Pick whichever model fits each step.

See it in motion

One workflow. Any AI that can call tools.

Watch a plan move through its lifecycle — research, drafting, review, execution. Different AIs can drive different steps. The workflow and the shared memory live in ConvOps, not in the model.

Workflow

Plan Lifecycle

Analyze & Scope

Gate

Discuss requirements with the user before planning.

Elaborate Plan

Gate Agent

Create architecture and define implementation phases.

Review Plan

Agent Decision

Structured review for completeness and correctness.

Approved

Needs Fixes

Execute Phases

Agent

Run each phase sequentially with implementation agents.

Acceptance Test

Gate Agent

Full acceptance testing against running environment.

Complete

Capture context, store learnings, update routes.

0 of 6 steps

Analyze & Scope

Elaborate Plan

Review Plan

Execute Phases

Acceptance Test

Complete

Claude

Watch the workflow in action

0 / 6

Locked to one vendor vs bring your own AI

Without ConvOps

Every governance or workflow tool is locked to a single AI vendor.
Switching AI vendors means rebuilding the process from scratch.
Each team picks a different AI — nothing is shared across them.
Compliance approves one model — the workflow tool does not support it.
The AI vendor is the process. Swap the AI, lose the process.

With ConvOps

Any AI that can call tools runs the same workflow, the same task, the same notes.
Swap the AI, keep the process. The workflow does not care which model is on the other end.
Different teams, different AIs, same workflow — the process lives in ConvOps, not in the AI.
Compliance-approved model? Run it through ConvOps. Keep the audit trail. Keep the checkpoints.
The process is the durable asset. The AI is the interchangeable layer.

Questions

Frequently asked questions

Standardize on the AI. ConvOps still applies. The same process runs inside that AI. And when you swap vendors in two years — and you will — the workflow comes with you. The process outlasts the model choice.

Yes. Keep them. ConvOps does not ask you to move. It works with the AI your team already uses. You are not adopting a new AI — you are giving the one you have a process to run inside.

Fine. Run that model through ConvOps. You get the audit trail and checkpoint enforcement your compliance team actually wants, and you stay on the approved model. Nothing about ConvOps asks you to switch.

Point it at the same workflow. If the new AI can call tools, it runs through ConvOps. No migration project. No re-training your team. The workflow stays. The model changes.

Yes. Engineering can drive steps with Claude, marketing with ChatGPT, design with Cursor — all on the same workflow, the same task, the same shared notes. The audit trail records which AI did which step.

No. ConvOps is a process layer. It exposes tools. Your AI connects to those tools and drives the workflow. We are not a model. We are the process your models run.

Continue the tour

Explore the rest of the platform.

Many AIs, One Workflow

Different AIs for different steps. Same workflow. Same memory.

Your Process, Every Conversation

Define the process once. Every conversation follows it — on any AI.

ConvOps