Failure modes passed18 / 18
100%
Unsafe output contained45 / 45
100%
Grounded memory for production AI
Turn AI answers into
customer trust.
Give your existing AI a memory it can defend: persistent context, authorized evidence and a fail-closed boundary before unsupported claims reach customers.
R$ 99 once · 1,000 queries · no subscription · reader BYOK
grounding.query
01query.accepted12 ms
02memory.retrieved8 candidates
03policy.authorized3 evidence
04claims.validated6 / 6
DELIVERprovenance_complete: true
Evidence-bound Namespace-isolated Reader-independent Fail-closed delivery
18/18deterministic controls passedFrozen failure-mode manifest
45/45unsafe deliveries containedReader replay · zero escapes
2Kevidence-token budgetFrozen evaluation protocol
~311 mswarm query meanMeasured hosted profile
Final security suite
The reader can fail.
The boundary cannot.
Reader success varies by task. Bridge containment is measured separately.
Safety enforcement Answer quality Feedback transfer
Matrix safe delivery26 / 86
30.2%
Transfer baseline8 / 258
3.1%
Transfer after feedback56 / 258
21.7%
Language modes safe26 / 45
57.8%
Semantic activation175 / 258
67.8%
Rank 1 after feedback258 / 258
100%
Frozen evaluation · 2K evidence-token budget · reader outcomes are integrator-dependent
Completed retrieval result
The right evidence.
Not the whole history.
On 979 frozen support questions, ASM-CM + Bridge 8.1 delivered 93.6% Recall@5 and a 66.5% diagnostic answer score while sending about 1.09K input tokens per question to the reader.
Frozen support benchmarkMultiWOZ
ReaderQwen3 14B · 979 questions
System
Recall@5
Diagnostic answer score
Reader input / question
ASM-CM + Bridge
93.6%
66.5%
1.09K
Vector RAG
70%
49.7%
2.04K
BM25
75.9%
56.8%
2.20K
What the system protects
22 failure classes.
One threat model.
The matrix organizes the documented risks across feedback, retrieval, authorization, delivery and lifecycle. It is a threat taxonomy—not a fabricated 22-test denominator.
Measured evidence: 18/18 deterministic controls passed, and 45/45 unsafe deliveries were contained across nine bounded language scenarios. Reader quality remains a separate metric.
Feedback integrity
Corrections improve retrieval without silently becoming source truth.
- Incorrect feedback and revocationCovered
- Malicious feedbackCovered
- Stale corrections and temporal supersessionCovered
- Accumulated and contradictory feedbackCovered
- Feedback-ledger scale and false positivesCovered
- Self-referential validation loopsCovered
Semantic retrieval
The system distinguishes retrieval failures from grounding failures.
- False semantic activationCovered
- Legitimate ambiguityCovered
- Cross-language feedback transferCovered
- Ellipsis and indirect referencesCovered
- Missing correct retrieval candidateCovered
- Transfer to previously unseen paraphrasesCovered
- Repeated failures across retrievers and context budgetsCovered
Grounded delivery
Retrieved evidence must actually support the claims being delivered.
- Correct evidence followed by an incorrect answerCovered
- Valid citations covering unsupported claimsCovered
- Partially grounded answersCovered
- Conflicting authorized evidenceCovered
- Grounded-delivery improvement after validated feedbackCovered
Isolation and lifecycle
Authority, deletion and operational behavior remain explicit boundaries.
- Cross-namespace leakageCovered
- Memory deletion, feedback invalidation and snapshot reconstructionCovered
- Prompt injection stored inside memoryCovered
- Token usage, latency, API cost and isolation behaviorCovered
The grounding layer
Retrieval is useful.
Evidence is defensible.
AletheionAGI turns memory retrieval into a controlled delivery path. Your reader may change. The evidence contract does not.
Write
Canonical events stay under your authority.
Retrieve
ASM-CM, BM25 and vector retrieval work as one route.
Authorize
Namespace and labels constrain every candidate.
Ground
Unsupported output is blocked before delivery.
A clean boundary
Bring any reader.
Keep one source of truth.
The reader is an integration choice. AletheionAGI owns the harder boundary: canonical memory, retrieval provenance, policy enforcement and grounding.
YOUR STACKREADER
↓
ALETHEIONAGI GROUNDING BRIDGE
- Authorized evidence
- Claim validation
- Feedback ledger
↓
CANONICAL MEMORYYOUR DATA
Built for buyer-facing systems
Useful memory.
Controlled consequences.
Use AletheionAGI when remembered context can improve the experience—and an invented, stale or cross-account claim can damage it.
Customer support
Keep account history useful without letting stale or unauthorized memory shape the answer.
Fewer unsupported answersCommerce agents
Retrieve preferences and prior decisions while preserving tenant, namespace and evidence boundaries.
Safer personalizationInternal copilots
Give teams durable organizational context with citations and explicit abstention when evidence is missing.
Auditable assistanceA small, measurable first step
Prove it in your stack for R$ 99.
Run a bounded proof of concept before choosing a production plan. Bring your reader key; we provide the grounded-memory boundary.
- 1,000 grounding queries
- 30 days
- One namespace · concurrency 1
- No renewal or overage
Test PlanR$ 99one-timeView the plan →
Checkout activates after commercial review.
Built for consequences
AI infrastructure should know when to stop.
Minimum disclosure
Only evidence needed for the current decision crosses the boundary.
Explicit authority
Models suggest. Policies, namespaces and canonical state decide.
Reversible feedback
Corrections improve ranking without contaminating source memory.
Before you start
Clear boundaries.
No hidden reader bill.
Do I need to replace my current reader?
No. Your reader remains BYOK. AletheionAGI sits before delivery and controls memory, retrieval, authorized evidence and grounding.
What counts as one grounding query?
One completed grounding evaluation consumes one credit, including a safe rejection or abstention. An internal platform failure returns the reserved credit.
Does the Test Plan renew automatically?
No. It is a one-time proof of concept with 1,000 queries and 30-day validity. There is no automatic renewal or overage.
Is checkout available now?
Yes. The one-time Test Plan uses secure Stripe Checkout. Production plans still require a commercial quote and final legal and tax review.
Start small. Measure everything.