The Living Memory Engine for Autonomous AI Agents.
Continuously ingest unstructured logs, support tickets, and chat threads. Serve real-time psychographic & behavioral user profiles from a single low-latency API.
FIG 1.0 — one webhook in, one revised belief out. Values move; they are never replaced.
Works with the stack you already run
No migration, no SDK lock-in — one webhook in, one GET out.
Five primitives. One profile that keeps up.
Asynchronous ingestion pipeline
Webhook-first ingestion from Zendesk, Intercom, Salesforce, or any endpoint you can POST from. Events are durably queued in single-digit milliseconds; extraction never sits in your request path.
Psychographic & tone extraction
Background LLM workers recompute communication axes, topics of interest, and tone preference as a moving model — silently, continuously, and never in front of your user.
Decaying confidence weights
Every trait carries its own half-life. Bayesian weighting means one furious email is one data point — not a rewritten personality.
Instant context injection
Fetch an agent-ready instruction block in under 20ms and paste it straight into your system prompt. No joins, no prompt engineering, no cold start.
aiprofiles.get_context(user_id)200 OK · 12msGDPR & erasure ready
One call purges every vector, embedding, and PII record for a subject — synchronously, with a signed receipt for your audit log.
aiprofiles.purge(user_id)You write one message. Everyone reads their own.
The profile learns how each person likes to be spoken to — tone, length, language, level of detail. Send one template, and every customer gets the version that reads like it was written just for them. Not translated — rewritten.
“We're excited to announce that our new pricing plans are now available. Visit your dashboard to learn more.”
“Heads-up, Sarah — new pricing is live. It's in your dashboard. ”
FIG 3.0 — the same template, rewritten by each person's profile.
Your audience isn't one person. Stop writing like it is.
From bits and pieces of ordinary traffic — tickets, emails, chat — the engine clusters your audience into behavioural archetypes and scores every individual's style as percentiles against your own customer base. Not labels. Directives an agent can act on.
“Lead with the outcome. One ask per message, decision first.”
“Bring specifics — numbers, links, exact dates. Detail builds trust.”
“Open personally, keep it human, then get to business.”
“Three lines max. Bullets beat paragraphs, always.”
“Reassure before you ask. Spell out every next step.”
“Skip the theory. Concrete steps, in order, nothing else.”
Every workspace gets its own map — these are illustrative. Archetypes cold-start new profiles the moment they first appear, then dissolve into individual evidence as real messages accumulate. Directives only, never diagnoses: the engine stores how to communicate with someone, not who they are.
Two calls is the whole integration.
Transform text. Read context. The profile behind both is fed automatically by your integrations — HubSpot, Zendesk, Gmail — so there is nothing else to build. Fire a real request against the sandbox below — no key required.
curl -X POST https://api.aiprofiles.io/v1/transform \
-H "Authorization: Bearer $AIPROFILES_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"user_id": "u_8f2c41ba",
"text": "Good news — our new pricing plans are live. Visit your dashboard to learn more."
}'No request sent yet.
Hit Test Payload Live to call the sandbox.
You are handing us what people said. We treat it that way.
Behavioural data is the most sensitive thing in your product. The defaults below are not upgrades — they apply to every account, including the free one.
Isolated client enclaves
Every tenant gets a dedicated vector namespace with its own encryption key. No shared index, no cross-tenant recall, no exceptions.
Zero training on your customer data
Your events are never used to train, fine-tune, or evaluate any model — ours or anyone else's. It is a contractual term, not a setting.
Full audit logs
Every read, write, and purge is recorded with actor, timestamp, and reason. Stream the log to your own SIEM over webhook.
GDPR & CCPA native
Subject access, rectification, and erasure are first-class API calls with signed receipts — not a support ticket and a fortnight of waiting.
Priced per query, not per seat.
Hobby / Dev
Everything you need to prove it works.
- 10,000 profile queries
- Full sandbox access
- 1 webhook pipeline
- Community Discord support
Growth
Most popularFor agents that are already carrying real traffic.
- 1,000,000 profile queries
- 5 webhook pipelines
- Automatic DISC profiling
- Decaying confidence tuning
- Email support, 1 business day
Enterprise
Your own enclave, your own terms.
- Dedicated vector DB enclave
- Custom SLAs and regions
- SSO, SCIM, audit log streaming
- Named solutions engineer
Overages billed at $0.20 per 1,000 queries. No annual lock-in on any plan.