yotta_bot

Yotta Context

A live, multi-modal context layer across every system, identity, dependency, and history in your operating environment

Book a demo →
What it is

What is Yotta Context?

Yotta Context is the shared discovery layer for the platform—the substrate Albus and every agent reads to know what already exists, what depends on what, and what's safe to do next. A pure property graph only answers one shape of question (relationships); real platform context spans more. Yotta Context is multi-modal under the hood: a property graph for relationships, a vector index for semantic capability discovery, an event log for provenance and audit, a document store for heterogeneous resource metadata, and an inverted index for keyword search. The product surface is one logical context; the right modality is picked per query, automatically.

Capabilities

What Yotta Context gives your team

A discovery layer that thinks like an operator, not a flat inventory. Six capabilities flow from the multi-modal substrate

  1. 01Semantic capability discoveryFind what your org already does ("a fraud-detection service," "a purchase-history reader") by meaning, not just by name — via vector search over code, interfaces, READMEs, and observed behavior
  2. 02Relationships and dependency tracingProperty graph traversal across services, data sources, identities, and network topology — answer "who depends on this?" and "what's the path from A to B?" in one hop
  3. 03Provenance and point-in-timeEvent-log substrate gives every state change an auditable timeline. Ask "what did the graph look like six months ago?" and "who/what changed this resource last?" without rebuilding history by hand
  4. 04Heterogeneous resource metadataA document store holds the wildly-different attribute shapes of an AWS Lambda, a Kubernetes Deployment, an internal API, and a Postgres replica in one substrate — without forcing them through a least-common-denominator schema
  5. 05Materialized capabilitiesAbove raw resources, Yotta Context materializes capabilities ("purchase-history," "rate-limiter," "fraud-rules") as first-class objects, so a prompt maps to a function rather than to a stack of infrastructure
  6. 06Policy-bounded queriesEvery query is visibility-scoped to the caller's permissions by default — the same query from a junior engineer and a platform lead returns different graphs, enforced at the context layer, not in app code
Comparison

Yotta Context compared with similar products

Cloud inventory tools find provider resources. Developer portals catalog services. Service maps trace traffic. Each picks one modality and forecloses the others. Yotta Context is multi-modal by design—the substrate Albus and every agent read to reason about your operating environment.

Capability Context AWS Config Azure Resource Graph Backstage Datadog APM Service Map
Primary scope Multi-modal discovery layer for agents and humans across the entire control plane AWS resource configuration Azure resource query inventory Software catalog metadata Runtime service-to-service traffic
Modalities Graph + vector + event log + document store + inverted index Relational config snapshots Property graph Catalog entities + metadata Trace-derived graph + time-series
Semantic discovery Vector search over code, interfaces, behavior None Keyword only Plugin-dependent Service-name keyword
Provenance / time-travel Event log; point-in-time queries built in Config history Query log only Git history of catalog files Time-series retention
Agent usability Designed as the substrate Albus and agents read Indirect Indirect Developer-portal oriented Human-dashboard oriented
Governance context Identity, policy, audit, and ownership in the substrate—visibility-scoped per caller AWS compliance rules Azure governance queries Ownership and plugin data RBAC on dashboards
Provider posture Native plus AWS, GCP, Azure, GitHub, internal platforms AWS only Azure only Extensible catalog Multi-cloud telemetry
Operational output Discovery results, resolution paths, generation inputs, and audit-ready workflow context Audit and compliance findings Inventory queries Catalog discovery Service-map visualizations
  1. 1Yotta capability descriptions combine current code surfaces with planned product updates in the repo and the multi-modal design captured in the companion Yotta Context RFC.
  2. 2Similar-product summaries are based on public vendor positioning and documentation reviewed in June 2026.

Try it for yourself

Schedule a demo with someone on our team. We’ll explore your use cases, answer your questions, and find the deployment model that best fits your needs.

Book a demo →