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AI that stays on your evidence
Whether you sell to banks, utilities, or engineering teams, the story is the same: governed memory turns LLMs from confident talkers into approval-ready systems—structured nodes, provenance, checkpoints, and honest gaps. Start with Better RAG (live today); grow into Memory OS and agent patterns as programs mature.
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Industries
Solutions for every pillar you sell into
Each page is written to win the room: outcome-led hero, proof sections, and a clear path to the Better RAG demo—aligned to how buyers evaluate AI vendors (security, provenance, time-to-value). Detailed product tracks also live on use cases.
Financial services
Markets, risk, and client-facing workflows—memory you can defend under model risk and audit.
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Public sector
Citizen services and policy copilots—FOIA- and oversight-ready recall.
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Healthcare & life sciences
Protocols and evidence that change—checkpoints, citations, explicit uncertainty.
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Technology
Engineering and product velocity with revision-aware memory—not prompt stuffing.
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Telecommunications
NOC, field, and care—runbooks and policy as governed corpora.
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Manufacturing
Floor to HQ—controlled docs, quality, and supplier truth on one plane.
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Energy & utilities
Storms, markets, compliance—grid-strength answers with sources.
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Defense & military
Trust vertical: warfighter companions, ROE, and checkpoints—full technical depth on-page.
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Product tracks
Prioritized use cases
What we push first on roadmaps and demos—each maps to governed, versioned memory injected at inference.
Better RAG (live)
The wedge: ingest → verify in Avatar chat → query with visible context hits. Overview · Demo flow
Corporate decision outcome simulator
Stress decisions against a checkpoint of organizational knowledge—what was knowable, when, with what evidence.
AI agent memory system
Durable workspace memory for agents: ingest, verify, and audit what they relied on—bounded by the plane.
Code project manager
Assistants grounded in repos and design decisions across releases—without fine-tuning on every merge.
Memory OS
Platform depth: checkpoints, reflection, governance UX, exports—see Memory OS. Usually follows validated Better RAG in production.
Supporting / demo tracks
Great for conferences, partners, and vertical storytelling—same memory primitives underneath.
Festival / event guide
High-churn public Q&A with grounded schedules—proves ingest-to-verify without enterprise data.
Enterprise knowledge
HR, product, support playbooks—one memory plane, many models and surfaces.
Decision support engines
Analyst workflows where evidence chains and conflicts must stay visible.
Ready to show memory in the loop?
Defense narrative and requirements: Defense & military and AMN-SPEC-035. Everyone else: open the workspace and run the golden-path verify flow.
