Trip.com Group uses TripGenie to connect travel planning with decisions
Explore Trip.com Group’s TripGenie, itinerary planning, hotel comparisons and in-trip assistance, with clear booking and rollout boundaries.
Articles · page 9
One independent blueprint for each company. Understand the products, audiences, workflows and pricing behind AI businesses.
All 1200Agents & support 183Coding & developer tools 65Content & marketing 62Voice & video 46Data & analytics 308Workflow & automation 185Models & infrastructure 276Search & research 34Productivity & office 411200 articles
Uber AI Solutions connects model development with human data operations
Understand Uber AI Solutions, annotation workflows, human review and enterprise integration, with a proposed evaluation-data pilot.
Arcee AI: open models and the choices behind deployment
How Arcee’s Trinity models, hosted API and NAC harness fit together, with current licensing, token prices and practical evaluation choices.
Essential AI: Rnj-1 and an open route to model research
Explore Essential AI’s Rnj-1 models and research artifacts, including deployment choices, licensing boundaries and a practical coding evaluation.
Firetiger: operational agents beyond the retired PR monitor
Understand Firetiger’s operational agents, telemetry and tool access, including discontinued Change Monitors and current commercial ambiguities.
Resolve AI: evidence, agent teams and production incidents
Explore Resolve AI’s on-call and incident agents, Workbench, credit-based pricing and the permission boundary between investigation and remediation.
Traversal: AI incident workers and production context
Understand Traversal’s Incident Workers, production model and knowledge tools, with beta boundaries, custom pricing and remediation controls.
Unsloth: local models, training and the cost of control
Understand Unsloth Desktop, model fine-tuning and local agent connections, with beta status, hardware choices and the limits of free software.
Ampere Computing: where server CPUs fit into AI inference
Ampere combines Arm server processors with inference software. The useful question is which models belong on CPUs and how to validate that choice.
AppFolio puts Realm-X AI inside property-management work
Explore AppFolio’s Realm-X assistants, Flows and Performers, residential pricing and a proposed maintenance workflow from resident request to repair.
Claroty connects AI asset context to industrial security
Explore Claroty xDome, CPS discovery and AI-assisted risk decisions, with a clear boundary between current workflows and the Claire agent vision.
CoStar Group connects property information with AI spatial intelligence
Explore CoStar Group’s property businesses and Matterport AI, digital-twin workflows, localized plan pricing and the limits of generated property views.
EdgeCortix: taking models from a compiler to an edge device
EdgeCortix pairs SAKURA-II hardware with MERA software, while RAIDEN remains a roadmap. Model compatibility and whole-device power decide the fit.
Forescout brings AI investigation to connected-asset risk
Explore Forescout VistaroAI, asset evidence and My Day investigations, including regional availability, entitlements and a proposed evaluation.
GigaIO: bringing configurable AI compute to the edge
GigaIO now centers on Gryf portable systems and Manticore fixed edge systems. Configuration, field conditions and the 2026 asset sale shape the decision.
Illumio uses AI traffic context to contain lateral movement
Understand Illumio Insights, segmentation and AI-guided investigation, including trial differences and a proposed cloud evaluation.
MatX and the case for hardware designed around frontier models
MatX is developing specialized LLM hardware. Its memory design and attention research show the tradeoffs frontier model teams would need to evaluate.
NeuReality: coordinating the work around AI inference
NeuReality spans inference orchestration, AI-CPU offload and an early-access networking chip. Each layer needs a separate deployment decision.
Nexthop AI: choosing the network around an AI cluster
Nexthop AI combines switches, network software and optics for AI infrastructure. The key choice is how much of that network the operator wants to own.
Orca Security connects cloud context with AI-assisted remediation
Explore Orca Security’s cloud graph, AI investigation and runtime options, with a proposed evaluation and commercial questions.
Positron separates shipping inference servers from its memory-rich roadmap
Explore Positron Atlas, the planned Titan and Asimov platform, model compatibility, deployment economics and the limits of vendor benchmarks.
Qualtrics connects experience feedback with AI-assisted action
Explore Qualtrics XM, Experience Agents, interaction-based pricing and the implementation limits of turning customer feedback into operational action.
Qualys connects AI model testing with enterprise exposure management
How Qualys TotalAI connects model inventory, risk scans and remediation, with licensing limits and a proposed evaluation workflow.
RealPage uses Lumina AI across leasing, data and property operations
Explore RealPage’s Lumina AI suite, leasing and spend agents, commercial prerequisites and the boundary between current tools and planned automation.