An AI that knows
your whole org.
Four layers of persistent memory — user, project, department, organization — synthesized in real time. Context never resets. It compounds forever.
Built on four pillars
Every engineering decision must strengthen one or more. Each pillar is load-bearing — strip any one out and the system collapses.
Every person, dept, manager, project — typed FKs, audit trails, time-travel queries. Row-level access falls out of structure, never configured separately.
Four Qdrant-backed layers — User · Project · Dept · Org. Forward-only, attributed at write time, retrieved by hierarchy-aware semantic + keyword search.
NL-authored, org-graph-native automations. @manager_of(x), @dept-finance, @cxo resolved at runtime. n8n on three structural axes you can't out-build.
One EventSourceAdapter interface — CSV, Postgres, Salesforce, REST live today. SAP, Workday, Oracle, Tally, Razorpay slated. The rest of the pipeline is source-agnostic.
Build your org in motion
People, departments, managers, reporting lines — typed FKs with referential integrity. Tokens like @manager_of(Sarah) and @dept-finance resolve live against the graph.
Membership.managerId is the reporting-line foreign key. Cycle-safe writes, hierarchy-aware row-level access — permissions never configured separately.
@manager_of(x) · @dept-finance · @reports_of(x) · @cxo · @self. Same shape across workflows, messages, and the Constitution.
Every change to the graph audited. asOf=2025-12 returns the org as it was six months ago. Required for compliance and forensic audits.
Memory that compounds
Every query fans out across all four memory layers in parallel. The Hub synthesises a single answer with inline citations to the exact memory items that grounded each claim.
Find the $ leaking out of your org.
Upload an event log — or connect SAP, Salesforce, Tally. Crestline reconstructs the actual process, quantifies every bottleneck in real money, and names the people who can fix it. Grounded in your verified org graph — anti-hallucination by construction.
Workflows, but it knows your org.
Describe automations in plain English — Hindi works too. Five agents stream a validated spec. @manager_of(x), @dept-finance, @cxo resolve against the verified graph at runtime.
Command your org from one prompt.
Cmd-K opens the Console from anywhere. Slash commands run deterministic queries against the graph; free-form questions enter an agentic ReAct loop that plans, calls tools, and cites memory items inline.
Cockpits that design themselves.
Describe a tile in English — the AI Director emits a validated CustomTileSpec and the runtime renders it. Cockpits compose, remix, and persist. Not codegen — composable spec runtime.
Decision-grade candidate shortlists
Geography-aware query refinement → parallel Tavily fan-out → optional URL extract → structured ranked candidates with tradeoffs and a recommendation. Replaces 'one summary + action items' with something you can actually act on.
Drop the data, keep the meaning.
A multi-agent pipeline profiles every column, hypothesises, computes locally, visualises, and narrates. The LLM never sees rows in bulk — it picks the chart and writes the story. Server-side stats, AI only narrates.
BFSI carries the org — but margin is in Pharma.
ARR by segment, last 12 months, ₹ Cr — only BFSI still double-digit.
The AI that joins your meetings.
Crestline Meet runs in-app on LiveKit. Crestline Scribe joins as a real participant — listens, transcribes via Deepgram, and files every decision · task · blocker into the right place in real time. Closing the meeting publishes the notebook to org memory.
The org's source of truth — hash-chained.
Policies, SOPs, MOMs, POs, Templates — authored by org or dept admins, read by everyone in scope. Every publish snapshots a hash-chained version; every body auto-embeds into the right memory layer.
Vendor approval policy
Vendor approvals > ₹40L require CFO + CTO sign-off. Concentration ceiling: no single vendor > 18% of OpEx without board note.
1. Scope. Applies to all procurement requests above the policy threshold issued by Crestline Org members from any department.
2. Approval cascade. Triggers route through @manager_of(@self) → @dept-finance → @cfo.
The AI that knows you — and your work.
Multi-agent productivity cockpit + trainer + analyst + skill-path designer. Five parallel agents stream chat, learning, preferences, artifacts, and inline cards. @me.signature, @me.po-template resolve across Messages, Console, and Workflows.
The constellation — 13 modules, one graph.
Each module is a verticalised intelligence layer that sits on top of your existing system of record (SAP / Workday / Salesforce / Tally). Independently sellable; the constellation is the moat.
one verified org graph · one memory mesh · one workflow engine · one integration mesh — 13 modules consuming all four
Ready to make your org legible?
30-minute walkthrough with a founder. We bring real data — yours or ours. You walk out with one named bottleneck and a ₹ number against it.