The Sovereign
Answer Engine
Aeira organizes your organization's knowledge and turns it into defensible answers for the right people and agents: a patent-pending 8-axis ACL, a sealed audit chain your auditor can verify without us, and broad connector coverage across your enterprise systems, all inside your perimeter, with your LLM. One contract. One ACL model. Every scale.
Enterprise search is broken by design
Knowledge is trapped in silos, search tools ignore access controls, and every scale upgrade means a costly replatform.
Employees see documents they shouldn't access. Confidential HR data, board materials, and financial reports leak through ungoverned search.
Moving from basic search to enterprise scale typically requires a full replatform: new APIs, new auth models, new vendor.
Wikis, runbooks, KB articles, HR docs, each in a different format. No single index, no single query surface.
Without rate limiting, quotas, and clear tier boundaries, production search becomes unpredictable and expensive.
One API. One ACL model.
Every scale.
Aeira gives you a single integration contract that stays consistent as you grow, from a curated company directory to a fully governed, high-throughput search platform.
"Start with catalog. Scale to federated. Never rewrite the integration."
Aeira Design PrincipleGoverned search from ingestion to query
Every request flows through the same ACL-aware pipeline, regardless of tier. Scale changes capacity, never the contract.
Entity Templates
20 ready-made templates for common enterprise data. Define custom types via API for anything else: runbooks, KB articles, policies.
ACL at the Index Level
Permissions are enforced at query time, not bolted on after. Users only ever see the data they're authorized to access.
Catalog: Your company directory out of the box
A curated, ACL-aware directory of the information every employee needs: offices, holidays, benefits, apps, and more. No setup cost. No additional license.
What's Included
- 8 core categories + 2 custom
- 50 records per category (link-centric entries)
- 4-level ACL (public, department, group, user)
- Browse + keyword search with ACL filtering
- Import via CSV, JSON, or YAML templates
- Integrated with Bolt AI chat
- Fair-use query and storage limits
Dynamic: Hybrid AI search across everything
Go beyond directory. Index wikis, runbooks, KB articles, guides, any corporate data. Hybrid search combines keyword precision with semantic understanding.
Hybrid Search
Keyword + semantic vector search. Find results by exact terms or meaning. Aeira picks the best strategy automatically.
20 Entity Templates
Pre-built templates for common enterprise data types. Define custom types via API for anything else.
Bulk Ingestion API
Import via CSV, YAML, or JSON. Up to 10,000 indexed records with full ACL support.
Private Instance License · Up to 10K records
- Everything in Catalog
- Ingest any document type
- Hybrid search (keyword + semantic)
- 20 entity templates + custom via API
- 4-level ACL enforcement
- Bulk ingestion API
- Up to 10K indexed records
- Operational metrics (Prometheus)
- Email support (5-day SLA)
Enhanced: Built for production workloads
Bulk ingestion, rate limiting that holds across replicas, region-aware ACL, and tenant isolation enforced inside retrieval. For teams that need scale with governance.
Bulk ingestion
Batched writes with per-document status, so a partial batch reports which documents failed instead of reporting success.
Per-User Daily Quotas
Soft and hard limits prevent abuse. Fair usage across teams without manual monitoring.
30 QPS Rate Limiting
Burst control with sliding window. Production-grade throttling that protects your infrastructure.
Region-Aware ACL
Location-based access filtering for multi-region deployments and data sovereignty compliance.
Tenant isolation
Tenant id is mandatory in every storage call, enforced at retrieval rather than filtered afterwards, with no implicit-default path.
Up to 100K records · Priority support
- Everything in Dynamic
- Up to 100K indexed records
- Bulk ingestion with per-document status
- Per-user daily quotas (soft + hard)
- 30 QPS rate limiting with burst
- Region-aware ACL filtering
- Tenant isolation enforced at retrieval
- 50K queries/day included
- Priority support (1-business-day SLA)
Patent-pending 8-axis ACL + verifiable audit chain
Aeira indexes ACL as a first-class dimension. Every doc carries country, office, role-band, and employment-type restrictions that are evaluated at query time. Patent-pending architecture. Every access decision is emitted to a sealed Merkle audit chain your auditor can verify without our cooperation.
8-axis ACL · patent-pending
Restrictions indexed at ingest. Documents not matching the requester's identity never enter the candidate set.
Plus 4 access classes: Public · Department · Group · User
Standalone audit verifier
Sealed Merkle chain, Ed25519-signed, KMS-rooted. Your auditor runs the verifier binary themselves, no Sparcle cooperation required.
What tamper-evidence costs
Measured, not modelled. The sealed chain is 29% of ingest throughput and PII scanning is 1.2%. Most vendors will not tell you this number because they have not taken it.
Sustained 7,867 documents/second on one 32-core node with durable commits, Catalog tier, keyword only. The limit was the database, not Aeira: a fifth of the cores were still idle. The load harness ships in the box, so run it on your hardware and quote what it returns.
JWT native
Every request validated via JWT. Identity claims pass through from your IdP (Okta, Entra, OneLogin, Auth0, Google, Zoho, or any compliant OIDC / SAML 2.0).
Per-tenant CMK
Vault today; AWS KMS, Azure Key Vault, and PKCS#11 HSM on the roadmap. Crypto-shred for HIPAA-aligned / GDPR Article 17 erasure. Deleting the key destroys the derived data.
Attested residency
Every audit event records the region that served it, inside the signed hash. Editing it invalidates the chain, so residency is checkable by your auditor rather than asserted by us.
Namespace isolation
Each tenant gets a dedicated namespace with independent access boundaries. Tenant_id mandatory in every storage call, no implicit-default path.
Choose your scale
Same API. Same ACL. Different capacity and governance depth.
| Capability | Catalog | Dynamic | Enhanced | Federated |
|---|---|---|---|---|
| What you can index | 10 directory categories | Any document or data | Any document or data | Any document or data |
| Entity templates | 8 core + 2 custom | 20 + custom via API | 20 + custom via API | 20 + custom via API |
| Records | 500 (50/cat) | Up to 10K | Up to 100K | Negotiated |
| Search | Keyword | Hybrid | Hybrid | Hybrid |
| ACL model | 4-level | 4-level | 4-level + region | 4-level + region |
| Ingestion | Manual templates | Bulk API | Bulk + per-doc status | Bulk + per-doc status |
| Query volume | Fair-use | 10K/day | 50K/day | Negotiated |
| Price | Free w/ Bolt | $999/mo | $4,999/mo | Custom |
Index anything.
Find everything.
Start with Catalog, included free in every Bolt plan. Scale to Dynamic, Enhanced, or Federated as your governance needs grow. Same API. Same ACL. No replatform.
Catalog
Free with Bolt
1 API
Across all tiers
4-Level
ACL always on
Sparcle · [email protected]
Aeira: The Sovereign Answer Engine