Fintech · Series C
Replaced a 14-person analytics org with a Psymulang deployment.
97%
report latency ↓
3.2×
decisions / week
$4.1M
saved annually
Haskell · Agentic · Semantic
Stop querying
your data.
Reason with it.
Psymulang is a multidimensional cognitive layer that sits where your dashboards used to live. A Haskell-powered semantic engine and agentic interface that reads, writes, automates, and plans across your base data — at speeds dashboards can't approach.
10⁶×
faster than SQL roundtrips
0
dashboards to maintain
∞
dimensions reasoned in parallel
1
semantic source of truth
[ 04 ]Technology
The old stack asks. The new stack thinks.
Where a relational database forces every person, tool, and report through a narrow SQL straw, Psymulang collapses the entire layer into a single reasoning surface.
01 / Legacy Stack~ DAYS
The Relational Treadmill
→ rigid schema · brittle joins
→ every question = a ticket
→ insight arrives late
02 / Psymulang~ SECONDS
The Cognitive Layer
→ semantic layer · types as truth
→ agentic interface · ask in language
→ haskell core · hyper-fast, provable
/ Layer
Haskell Core
A pure, strongly-typed engine. Correctness is provable — not just tested. Hyper-fast evaluation, zero runtime surprises.
/ Layer
Agentic Interface
Agents that read, write, plan, and orchestrate flows. Tools are first-class citizens. Language is the API.
/ Layer
Semantic Layer
Concepts, not columns. Your customer, your revenue, your funnel — modeled as living, composable meaning.
[ 01 ]Use Cases
Built for teams who out-thought their tools.
01→
Autonomous Operations
Agents detect, decide, and act on operational data — closing the loop between insight and execution without a human in the dashboard.
02→
Customer Intelligence
Merge behavioral, transactional, and conversational data into one semantic customer. Ask any question. Get one answer.
03→
Financial Reasoning
Multi-scenario, multi-horizon planning that updates the moment your base data changes. No models to rebuild.
04→
Research & Discovery
Treat your data warehouse as a hypothesis space. Psymulang explores it for you, narrating its reasoning.
[ 02 ]Benefits
What you trade away. What you get back.
— Goodbye
- Dashboards no one reads
- SQL bottlenecks
- Stale reports
- Schema migrations
- BI license sprawl
+ Hello
- Answers in natural language, at sub-second latency
- Agents that act, not just observe
- A single semantic truth across teams
- Reasoning that is provably correct
- Hyper-fast iteration — no rebuilds
[ 03 ]Case Studies
Evidence from the field.
Industrial IoT
Cognitive layer over 40B sensor events — anomaly to action in under 800ms.
800ms
anomaly → action
40B
events reasoned
0
manual rules
Healthcare Network
Semantic merge of EHR, claims, and patient outcomes — one question, one truth.
1
source of truth
6→1
BI tools collapsed
100%
HIPAA traceable
The next interface to your data thinks back.
Psymulang is in private preview with a small set of design partners.
Request private access →