Twelve agents, one owned OS.
A software platform had accumulated twelve point-solution agents — no control plane, no audit trail, no single budget. This is how DIYA Orb brought them under one owned roof.
12
manual agents consolidated
4,000+
automated workflows a week
×7
faster release cycle
The situation
Sales had bought a copilot. Support had bought a bot. The data team had an automation tool, and the release engineers were running a scrappy self-healing pipeline. None of them talked to each other, none of them could be governed, and nobody knew what the agents were actually spending on API calls. The platform needed the automation without the sprawl.
The problem
- · 12 agents from 9 vendors, zero control plane
- · No audit trail, no budgets, no blast radius
- · Releases held hostage by vendor roadmaps
- · Opaque per-token spend across every team
The fix
- · All agents re-composed on DIYA Orb under one OS
- · Guardrails and budgets enforced on every step
- · Release pipeline on Ideocode — owned, not rented
- · One telemetry lake, full replay, zero black boxes
Owned, end to end.
Nothing rented, nothing black-boxed — every layer the platform now runs on is engineered and governed in-house.
Compose
Twelve point agents re-assembled into governed crews — versioned, reusable, discoverable.
Govern
Budgets, guardrails and permissions baked into every autonomous step. No more surprise bills.
Observe
Every decision traced and replayable in the telemetry lake — auditors finally had their answer.
Ship
Releases now run on an owned agentic pipeline. The ×7 win came from the platform moving on our cadence.
"We stopped renting twelve point tools and started owning one system. The agents don't fight each other anymore — they work like a single team, and we can finally point at what each one costs."
VP Engineering · Software Platform
Kuala Lumpur · Malaysia
Let's forge something extraordinary.
Bring us a problem. We'll bring the models, the agents and the engineering to make it real — whether it's your product, your brand, or your next era.