Context infrastructure
for vertical AI.
Mozaic is the API line and below: connectors, entity resolution, permissions, time-aware context, write-back, audit. You build the experience. We run the substrate.
Four problems. Four to eight quarters. Zero customer-visible features.
This is what your AI Platform team owns the day you decide to give your AI live access to your customer’s real environment. Most teams underestimate it. The ones who shipped it tell you they should have bought.
Ingest and clean.
Source connectors, OAuth flows, schema mapping, dedup, normalization across every tool your customer touches.
Build the context tech.
A graph that resolves the same client, deal, matter, account across every source. Storage, indexing, retrieval.
Maintain it forever.
Source APIs change. ACLs drift. Connectors break. Data quality decays. Your platform team owns this until you stop shipping.
Hold the security line.
Multi-tenant isolation. BYOK. Per-customer ACL inheritance. Audit trail. The bar your customer’s security team requires.
Mozaic is the substrate underneath your vertical AI app.
Days, not quarters.
Same entity, every source.
Permissioned. Audited.
API line · REST · MCP · Webhooks
Your product surface, your agents, your customer’s UX.
Plus every use case the context unlocks once your AI sees the full environment.
Days, not quarters.
Same entity, every source.
Permissioned. Audited.
API line · REST · MCP · Webhooks
Your product surface, your agents, your customer’s UX.
Plus every use case the context unlocks.
Above the line is your product. Below it, Mozaic carries the context to and from every tool your customer lives in.
Seven capabilities. One spine.
Mozaic handles the context infrastructure end to end. We build it, we keep it current, we enforce the rules. Your team writes the product on top.
Connectors.
50+ pre-built across comms, docs, CRMs, billing, and vertical systems. SDK for the long tail.
Entity resolution.
Same person, company, deal, account, matter, patient resolved across every source.
Match precision >95%. You never wire the schema yourself.
Permissions.
Inherited from source tools. Propagated. Enforced at every read.
ACL sync from source <2 min p95. Zero unauthorized reads.
Time-aware versioning.
What was true on March 15 vs what is true today.
Query state at any second in the last 90 days.
Write-back.
Your AI updates the matter, posts to the deal, edits the doc.
Write latency <500ms p95. Idempotent by default.
Audit trail.
Per read, per write, per permission decision.
Stream to your SIEM (Splunk, Datadog, S3) with <10s lag.
Cross-customer signal.
Anonymized patterns across the customer base. Opt-in only.
Off by default. Never leaves your tenant unless you opt in.
What your AI can do once it sees the environment.
Whatever your vertical, Mozaic unlocks use cases your AI could not perform before. The context comes from every tool your customer lives in, with the rules already enforced.
Read across every tool your customer touches.
One query reaches email, calls, docs, CRMs, and vertical systems at once. Permission-scoped per user, time-aware, cited.
Run multi-step work end to end.
Your AI ties what it read with what it needs to do. Drafts, updates, posts, files. Write-back is auditable by default.
Build agentic workflows you could not ship before.
Compose tasks that span every tool. New use cases unlocked. No new infrastructure to own.
One query. Every tool your customer lives in.
Your agent asks. Mozaic answers across the customer’s real environment, with sources cited and permissions enforced. Below is what your AI sees.
Three commitments. (1) 99.95% uptime SLA, agreed in the MSA on 2026-02-14. (2) A custom SAML rollout by end of Q3, confirmed by Sarah Chen on a call on 2026-03-22. (3) Quarterly business reviews, included in the kick-off deck. The CFO disputed the EBITDA bridge methodology in a thread that has not been resolved.
MSA executed
Gmail · 2026-02-14
Sarah Chen · QBR call
Granola · 2026-03-22
Acme · kick-off deck
Notion · updated 4d ago
Illustrative. Real queries shaped by the design partner cohort.
Built to enterprise security. Honest about the stage.
- SOC 2 Type I — complete.
- Multi-tenant isolation. Single-tenant on request.
- Encryption in transit (TLS 1.3) and at rest (AES-256). BYOK available.
- Permission inheritance and ACL enforcement at every read.
- Audit trail per read, per write, per permission decision.
- EU, US, UK residency. Custom region on request.
- SOC 2 Type II — in flight, target Q2 2026.
- ISO 27001 — in flight, target Q2 2026.
- Standard DPA — available within 48 hours.
- HIPAA / GDPR posture documented on request.
- Single-tenant dedicated and BYOK roadmap accelerated for healthcare.
- Penetration test report — refreshed every 6 months.
The right tech for your customer’s reality.
Mozaic does not force one architecture. Vector store, graph, hybrid, structured cache: we pick the substrate that fits your customer’s data shape and your roadmap, and we build it. You ship one product, on one API, while we adapt what runs underneath to whatever your customers and your use cases need.
One API · Many architectures · One rate card
A few spots open to become a design partner.
Co-design the roadmap with both founders. 50% off year one. First cohort closes when the spots fill.
Five questions we get every week.
Isn’t this just MCP, Composio, or LangChain memory?
What about Glean, Dust, or Notion AI?
Can we self-host?
Won’t our customers’ security teams object?
What’s the integration time?
Sized against your customer count and AI volume, in one 20-minute call.