Roadmap
What we're building, in order
Honest snapshot. Tier labels reflect engineering priority, not strict deadlines — anything in in-progress is actively under code review or rollout; anything in next is queued for the current quarter; later is on the long-range plan.
Want a feature prioritized? Email hello@personamesh.ai — we weigh customer requests heavily.
Shipped
Persona schema + deterministic compiler
Versioned identity, expertise, voice, memory policy, tools, safety; same inputs → same compiled prompt + fingerprint.
Shipped
Three-tier memory + RAG with citations
Episodic / semantic / procedural memory, real embeddings, knowledge upload + chunked retrieval with [doc-N] citations.
Shipped
Patterns of Life
Seedable weekly + 30-day rollout with energy curves and persona-aware activities.
Shipped
Autonomy loop
Tick scheduler → planner → sandboxed tool execution → reflection → memory journal. Hard budget caps.
Shipped
Hash-chained audit log
Tamper-evident; `/v1/audit/verify` recomputes the chain.
Shipped
Studio with auth + RBAC
Sessions, API keys, roles, member invites, full chat/memory/PoL/autonomy/edit/replay surface.
Shipped
Channels: webhook in, Slack inbound, outbound + retries + DLQ
HMAC verification, backoff schedule, dead-letter after 5 attempts.
Shipped
Cost router
Per-turn cheap / balanced / premium model selection.
Shipped
Replay tool
Reconstruct compiled prompt + memory for any past turn; re-run deterministically.
Shipped
Helm chart, Docker Compose, edge runtime MVP, air-gap installer
Same code path runs cloud, on-prem, edge.
Shipped
OIDC + sessions; per-tenant rate limits; envelope KMS interface
Plug your IdP, your KMS, your provider.
In progress
Real model-based safety classifier
Pluggable interface in place; swapping the regex default for Lakera / Llama Guard.
In progress
Stripe metering + invoicing
Aggregator + usage UI shipped; checkout + customer portal wiring is next.
In progress
SOC 2 Type I
Architectural controls in place; auditor engagement under way.
In progress
OpenAPI / TypeSpec schema export
Generated from the Zod schemas for the v1 surface.
In progress
Mobile-responsive Studio
Collapsible nav drawer; touch-friendly persona detail.
Next
SAML SSO + SCIM provisioning
On the same auth abstraction OIDC plugs into.
Next
BYOK with HSM (PKCS#11)
Customer KMS / Cloud HSM driver behind the existing envelope-encryption interface.
Next
LLM-driven Pattern-of-Life coherence solver
Replaces the template + jitter generator with travel-time + social-graph constraints.
Next
Edge fleet console + OTA delta updates
Cloud-hosted control plane for `pmesh-edge` fleets.
Next
Persona templates marketplace
Community-contributed archetypes with rating + provenance.
Next
Replay diff viewer
Compare two persona versions on the same prompt + recalled memory.
Next
Voice channel (STT + TTS)
Deepgram / ElevenLabs adapters; channel-style integration.
Later
LoRA / DPO fine-tune service
Separate Python service; one click from the persona Edit tab.
Later
FedRAMP Moderate (GovCloud tenancy)
Public-sector path; separate compliance boundary.
Later
Persona-aware A/B test infrastructure
Canary rollouts of persona versions with auto-rollback on eval regression.
Later
Mobile apps (iOS + Android Studio)
React Native; subset of the desktop Studio surface.