ThinkinOps

Helps BPO operations leaders put AI agents into production while maintaining control through governance, handoffs, and accountability structures.

[ThinkinOps @ThinkinOps]

Six frameworks I use to put AI agents into production. From the floor, not the demo. I run AI delivery in regulated operations — this is how I think about it.

[ThinkinOps @ThinkinOps]

OpenAI built a kill switch that halts a rogue research job in 35 seconds — and it fails closed, so if the control plane dies, every model stops answering. The last manual shutdown took 2.5 hours. A stop button is not governance. One that cannot be bypassed is.

[ThinkinOps @ThinkinOps]

@fouadelbouiadii Happy to connect

[ThinkinOps @ThinkinOps]

@KBships Happy to connect

[ThinkinOps @ThinkinOps]

@heyits_surya Happy to connect

[ThinkinOps @ThinkinOps]

@ping985211 Happy to connect

[ThinkinOps @ThinkinOps]

@LiamAITools Happy to connect

[ThinkinOps @ThinkinOps]

@Miyumi1210 Thank you

[ThinkinOps @ThinkinOps]

If you are in tech , AI , working on AI use cases , let’s connect . We are in the process of building some good knowledge base . Will follow back

[ThinkinOps @ThinkinOps]

@Huangboss117281 https://t.co/Dxzk2RU6HI will provide some context

[ThinkinOps @ThinkinOps]

Agents are already touching 30-75% of the work in some operations. The question is never how much work they can take. It is who owns the handoff when they get it wrong. Capacity without accountability is just a faster way to fail.

[ThinkinOps @ThinkinOps]

@singhaditya21 Makes sense . As an operator, review why is the human reviewing in first instance . Is there judgement involved ?

[ThinkinOps @ThinkinOps]

Hong Kong's regulator published a discussion paper on agentic AI governance for banks — and launched Project SAGE to explore agent identity. An agent with a bank account needs an identity, limits, and an audit trail. The OCC, HKMA, and Japan agree: the exam is coming.

[ThinkinOps @ThinkinOps]

Outcomes-First: 'We deploy agentic AI' is a capability statement. 'We cut your processing cost ~40%' is a commercial commitment. Sell results, not FTE arbitrage. The buyer does not care about your model. They care about their number.

[ThinkinOps @ThinkinOps]

@GaziAbbas217059 Hmmm. Connecting

[ThinkinOps @ThinkinOps]

@thehappydevOx Congratulations. Stay happy . Connecting

[ThinkinOps @ThinkinOps]

@mozo2say Just trying to reach out to as many teams

[ThinkinOps @ThinkinOps]

@lovecc021 That’s the intent . Being a practitioner one stop

[ThinkinOps @ThinkinOps]

@MrB2Beast Thanks

[ThinkinOps @ThinkinOps]

@humayun_x Agree

[ThinkinOps @ThinkinOps]

AI can now check 100% of the work instead of sampling 2%. That is not a cost story, it is a quality story. The orgs winning with agents are the ones that stopped asking what AI can do and started asking what it can prove.

[ThinkinOps @ThinkinOps]

Ramp's AI Index: paid AI adoption hit 55.9%, but token spend has been flat for two months — and 80% of OpenAI and Anthropic spend comes from 1% of firms. Growth is no longer new logos. It is depth. Price the completed task, not the token.