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.
AI clients supported out of the box
Vendor lock-in by design
Workflow across every AI your team uses
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.
- Your AI connects to ConvOps — not the other way around.
- No vendor lock-in. No re-platforming. No bespoke integration layer.
- Bring the AI you already pay for. ConvOps brings the process.
Works with the AI your team already uses
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.
- 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.
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.
- 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.
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.
- 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.
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.
- 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.
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.
Plan Lifecycle
Discuss requirements with the user before planning.
Create architecture and define implementation phases.
Structured review for completeness and correctness.
Run each phase sequentially with implementation agents.
Full acceptance testing against running environment.
Capture context, store learnings, update routes.
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.
Frequently asked questions
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.