The memory layer
agents remember you by.
AgentPrizm gives AI agents permanent, governed memory — with confidence scores, audit trails, and fact-validity windows. Drop in one API. Your agents stop starting from zero.
In production at
/ The problem
Stateless agents are expensive amnesiacs.
Every conversation starts from zero. Users repeat themselves. Facts go stale. Agents contradict last week's answer this week. RAG plus a vector DB doesn't fix it — that's retrieval, not memory.
Your agent re-introduces itself, every time.
Your agent knows your business cold.
/ Primitives
Memory, not just retrieval.
Six primitives we built because storing-then-searching wasn't enough. Memory has tense, trust, and lineage.
Confidence-weighted facts
Every memory carries a calibrated 0–1 confidence. Below threshold? It asks instead of guessing. Above? It commits with a receipt.
memory.confidence ≥ 0.6Fact-validity windows
"Rachel was a Senior PM" is true until March 14, 2026. AgentPrizm tracks when facts begin, change, and expire — so old context doesn't poison new decisions.
valid_from / valid_toAuditable receipts
Every recall ships with: which memories matched, why, what was filtered, and the supersede chain. Compliance, debug, and trust — same primitive.
GET /audit/:trace_idContainer scopes
Per-user, per-org, per-agent, per-session. Isolation by default. Cross-scope queries are explicit and logged. SOC 2 ready out of the box.
ns: user:<id> / org:<id>Right-to-forget
Hard-delete with cryptographic proof. GDPR Article 17, in one POST. The audit trail records the forgetting itself.
POST /forget4-channel retrieval
RRF fusion across geometric, lexical, entity-graph, and temporal channels — every channel on every plan, no graph-tier upcharge.
fisher-rao + bm25 + graph + time/ Drop-in API
Three endpoints. That's the whole product surface.
Ingest a conversation, recall what matters, build context within a token budget. Everything else — extraction, deduplication, contradiction handling, decay — happens for you.
import { AgentPrizm } from "@agentprizm/sdk"; const rc = new AgentPrizm({ apiKey: process.env.RC_KEY }); // 1. Ingest a turn — extraction is automatic await rc.ingest({ ns: "user:[email protected]", role: "user", content: "I got promoted to VP Eng. I own the infra budget now.", }); // 2. Recall — confidence-ranked, validity-aware const mems = await rc.recall({ ns: "user:[email protected]", query: "what does she care about for renewals?", budget: 1200, // tokens minConfidence: 0.6, }); // 3. Drop straight into your prompt const prompt = `${mems.asContextBlock()} User: ${userMsg}`;
/ Where AgentPrizm wins
Built for agents in high-stakes work.
Generic memory is fine for chatbots. For agents that close revenue, defend cases, or resolve tickets — you need governance, validity, and proof.
Sales agents
Persistent prospect intelligence across reps and renewals. Your SDR-bot knows last quarter's blockers, who got promoted, and which objection you've heard four times.
Support agents
Tier-1 bots that remember the customer, the device serial, last week's workaround, and the policy that just changed. Validity windows = no stale "have you tried restarting" advice.
Legal & compliance agents
Case agents that cite precedent with provenance. Right-to-forget is a single API call. Every recall is reproducible from its trace ID. Built for regulated workloads.
/ Pricing
Free until you ship. Honest after.
No surprise graph-tier upgrades. Every retrieval channel — geometric, lexical, graph, temporal — is on every plan.
- 10K memories, 7-day audit log
- 2 namespaces · 1 environment
- Community Discord
- All four retrieval channels
- 250K memories, 90-day audit log
- 10 namespaces · 3 environments
- 500K recalls/mo included
- Email support · 99.9% uptime
- All four retrieval channels
- Unlimited memories, 1-year audit log
- Unlimited namespaces & envs
- SOC 2 Type II + HIPAA BAA
- p95 SLA · priority support
- $0.40 / 1k recalls · $0.10 / 1k ingests
- Single-tenant or VPC self-host
- Custom DPAs, residency, retention
- SSO + SCIM + audit export
- Solutions engineer + 24/7
- Volume pricing on usage
Give your agents a memory
worth keeping.
Six lines of code. Confidence scores, validity windows, and audit trails included. Free until your agents ship.