Research notes and analysis from the Futurum practice areas.
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vLLM crosses from research project to multi-vendor production infrastructure at PyTorch Conference North America 2026, with sessions on KV cache management, disaggregated serving, and hardware portability across 20+ accelerator architectures.
HashiCorp relaunched Validated Designs with role-aligned guides and improved search, offering enterprises field-tested blueprints for faster production deployment.
Calian Group filed a renewed bid to repurchase 994,301 shares and a shelf prospectus, demonstrating strategic capital management as the software lifecycle engineering market accelerates toward $344B by 2028.
FPT IS demonstrates its Akabot AI ecosystem to Lao PDR’s Deputy Prime Minister, signaling growing credibility as a regional platform partner for public-sector digital modernization across Southeast Asia.
PyTorch Conference North America 2026 showcases the framework’s evolution into production-grade infrastructure, addressing enterprise deployment gaps as the AI platforms market reaches $181.3B.
Qodo released Advanced Configurations, enabling engineering teams to control how AI-generated code review findings are grouped, ordered, labeled, and routed into pull requests—addressing the need for actionable rather than noisy AI assistance.
FPT IS completed an AI-Embedded Union App in just two weeks for Ho Chi Minh City’s Công dân số platform, reaching one million users. The app delivers AI-assisted labor law lookup, welfare registration, and petition tracking via VNeID single sign-on.
The European Commission’s €2M age verification app was twice bypassed in four months because security spending focused on obfuscation rather than attestation, revealing procurement failures in prioritizing controls.
Vietnam’s strict new data protection laws drive enterprise urgency. FPT IS launches a four-layer Data Privacy Management Platform to meet compliance demands and position itself as a strategic infrastructure partner.
OPSWAT’s CTO presentation at Singapore’s OTCEP Forum signals peer-level recognition in OT Security, positioning the vendor to convert high-visibility relationships into durable contracts.
FPT IS unveiled its ‘Made by FPT’ AI-native ecosystem, positioning itself as the primary technology partner for Vietnamese banks transitioning to AI-First Banking with sovereign infrastructure.
Keith Kirkpatrick, Research Director at The Futurum Group, shares insights on SAP’s open ABAP tooling, migration agents, and usage-based model for enterprise AI development.
Lovable migrated lovable.dev to TanStack Start on Cloudflare, now serving 42M+ monthly visitors, stress-testing its AI platform at scale while gathering production insights for its AI builder agent.
Fragmented multi-cloud visibility creates operational and financial risks; unified OpenTelemetry/LGTM stacks across AWS and GCP achieve 99.8% availability while controlling costs.
Unisys is positioning itself as a leader in AI and cloud transformation as the Software Lifecycle Engineering market reaches $344B by 2028, driven by accelerating enterprise AI adoption.
MGT’s 213.3% two-year revenue growth earns it No. 5 ranking on CRN’s Fast Growth 500 list, positioning the solution provider to capitalize on enterprise demand for Software Lifecycle Engineering services and AI-driven code governance.
Centre Technologies made CRN’s 2026 Solution Provider 500 Fast Growth list, reflecting strong momentum in managed services as enterprises adopt AI workflows and the Software Lifecycle Engineering market nears $344B.
HashiCorp’s Packer v1.16.0 introduces native SLSA provenance attestations, addressing a critical vulnerability in cloud infrastructure where compromised machine images silently propagate to every workload launched from them.
Unisys and Dudley Building Society expand their partnership to modernize mortgage operations through Mortgage-as-a-Service and private cloud capabilities, positioning the vendor within a rapidly growing Software Lifecycle Engineering market.
Fernando Montenegro and Mitch Ashley of Futurum unpack Black Hat and DEF CON 2026: an agentic-AI wave on every booth, a record funding surge, a widening capability gap, and what a board will actually fund.