The memory operations platform
Persistent memory for AI agents — with governance, analytics, and evaluation built in.
Engramia helps teams run long-term agent memory in production: capture what matters, forget what doesn't, prove what works.
Pick the angle that hurts most
Engramia ships four overlapping value props out of the box. Most teams adopt it for one and stay for the others.
Patterns that worked yesterday have no privileged status today.
Memory layer where patterns weaken when they fail and strengthen when they win — with measurable ROI.
Memory persistence is personal data — GDPR Art. 17 / EU AI Act exposure.
Built-in GDPR Art. 17 / Art. 20 APIs, multi-tenant RBAC, audit log — no custom compliance work.
Assistants API sunset 26 Aug 2026 — thread persistence breaks.
Drop-in memory layer for the OpenAI Agents SDK. Multi-LLM ready, no thread lock-in.
Custom Redis + LLM summarizer became a maintenance burden.
Stop building memory infrastructure. Operate it.
Five things every other memory layer is missing
Mem0 stores. Zep reasons about time. Hyperscalers bundle. Engramia operates: governed, evaluated, auditable — on one control plane.
Eval-weighted recall
Patterns that score well surface first. Failed patterns lose privilege automatically. No other memory layer ranks by outcome quality.
Multi-evaluator consensus
Run N evaluator passes per output, aggregate by median, surface variance. Catches single-evaluator hallucinations that LangSmith-style prompt eval misses.
GDPR Art. 17 / 20 built-in
Scoped delete + NDJSON export ship as first-class APIs. DSR queue with SLA tracking. No custom compliance work for EU customers.
Multi-tenant RBAC
Four roles (owner / admin / editor / reader), tenant + project scoped, enforced at the storage layer via contextvars — not a UI guard.
Framework-agnostic
REST API, MCP server (Claude Desktop / Cursor / Windsurf), and 9 SDK adapters: LangChain, CrewAI, OpenAI Agents, AutoGen, Pydantic AI, and more.
Start fast, then add governance when it matters
Hosted plans for speed. Commercial self-hosting when compliance, data residency, or enterprise procurement demand it.
Full engine for hobby and adoption. Bring your own LLM key.
- • 2 projects
- • 5,000 eval runs / month
- • 10,000 patterns
- • BYOK: OpenAI, Anthropic, Gemini
Solo dev in production — analytics, evolution, webhooks.
- • 10 projects
- • 50,000 eval runs / month
- • 100,000 patterns
- • Eval insights + ROI rollups
Production team — RBAC, audit, async jobs, hosted MCP.
- • 50 projects
- • 250,000 eval runs / month
- • 1,000,000 patterns
- • RBAC (4 roles) + full audit log
Organisation scale — SSO, cross-agent memory, role routing.
- • 250 projects
- • 1,000,000 eval runs / month
- • 10,000,000 patterns
- • SSO / OIDC (Google, Okta, Azure AD)
Regulated, on-prem, or air-gapped — Vault, SOC 2, signed DPA.
- • Unlimited projects, patterns, eval runs
- • HashiCorp Vault Transit (master key never leaves Vault)
- • On-prem / VPC / air-gapped deploy
- • Signed DPA + SOC 2 control mapping