TribalScale

A global innovation firm focused on building best in class digital products across platforms. #RightTheFuture

[TribalScale @TribalScale]

AI spend isn’t “out of control.”
It’s finally moving from pilots to production.

McKinsey reports 93% of orgs exceed their AI budgets as they scale, and spend can rise nearly 4x with enterprise adoption.

The fix isn’t just vendor negotiation.
It’s AI demand management: visibility + policy + routing + workflow/agent optimization.

[TribalScale @TribalScale]

41% of US consumers cancelled a paid streaming service in the last 6 months. 52% of millennials did.

It's not a content gap. It's a product experience gap.

80% of companies are investing in design systems as products in 2026 to close it. (Deloitte / Forrester, 2026)

#ProductDesign #MediaTech #StreamingUX #EnterpriseAI

[TribalScale @TribalScale]

The platform didn't change. The capability did. https://t.co/zaLJwBxBL0

[TribalScale @TribalScale]

PowerApps can move fast — but complex, collaborative manufacturing workflows eventually ask more of it than it can offer out of the box.

[TribalScale @TribalScale]

Real-time multi-user editing. Stronger performance. A testing layer that gives developers something to stand on before every release.

[TribalScale @TribalScale]

The takeaway from Shubham Singh's field guide: chiplet-era GPUs reward code written for them, not just code that happens to run on them. Full read on https://t.co/PPNTuRPLPg

[TribalScale @TribalScale]

An unoptimized workload on state-of-the-art hardware can lose to a well-optimized one on older hardware. That single fact reframes how developers should think about GPUs.

[TribalScale @TribalScale]

Blackwell shows what it unlocks: 192 streaming multiprocessors, tensor cores sitting right beside the compute units, and power delivery that shifts up to 1,000x faster than the prior generation.

[TribalScale @TribalScale]

$495B — projected US financial services tech spend in 2026 (Forrester).
80%+ of banks will have adopted GenAI this year (Gartner).
Only 30% of banks say their digital transformation actually succeeded (McKinsey).

Spending is up. Execution isn't keeping pace.

#DigitalTransformation #BankingTech #EnterpriseAI #FinancialServices

[TribalScale @TribalScale]

Enterprise agents aren’t blocked by “model quality” as much as controls. If you can’t map agent actions to an owner, enforce least-privilege access, and audit data/tool use, you don’t have production agents — you have automation risk.

Forcepoint’s AI Data Security launch is a sign the market is moving from prompt guardrails to agent-level governance. Read it here: https://t.co/dcuaJJnnGg

#AgenticAI #EnterpriseAI #AIGovernance #DataSecurity #AISecurity

[TribalScale @TribalScale]

The architecture question is: who decides which model handles a request, and where does that decision actually live in your stack? Worth asking this week. https://t.co/S9v8Yt5hNX

[TribalScale @TribalScale]

"Tokenmaxxing is so Q1 '26." One founder said it plainly in response to Ramp opening their LLM router this week. The metric that replaced it: cost per task.

[TribalScale @TribalScale]

Inference for GPT-4 class capability has fallen roughly 50x in three years. When cost drops that fast, the architecture question overtakes the vendor question.

[TribalScale @TribalScale]

$206.5B: what enterprises will spend on AI agent software in 2026 — up 139% from last year. 72% are already in production or piloting. But 40%+ of these projects will be scrapped by 2027 over unclear ROI. The gap isn't ambition. It's execution.

#AgenticAI #EnterpriseAI #AIStrategy #AIAdoption #ScaleSignal

[TribalScale @TribalScale]

New leadership at TribalScale: Leo Giel joins as Head of BFSI. Two decades spotting shifts like mobile, streaming, and CTV early, now focused on AI for banks, insurers, and investment firms. Full announcement on AP News: https://t.co/0v9oHkod93

#BFSI #FinancialServices #ArtificialIntelligence #DigitalTransformation #Fintech #Banking #Leadership