Ask in plain English.
Get verified predictions.
The first agentic analytics API with self-verifying AI. Agents autonomously load your data, run statistical analysis, train ML models, and deliver executive-ready insights. Every answer is fact-checked. Every request is PromptGuard-scanned. Connect from any MCP-compatible AI client.
$ curl -X POST https://api.dsnresearch.com/api/langgraph/verify \
-H "X-API-Key: dsn_..." \
-d '{"question": "What drove the 23% revenue drop in Q3?"}'
{ "verified": true, "checks_passed": 5/5, "prompt_guard": "safe" }See it in action.
From plain English to verified predictions in 80 seconds.
Everything you need,
one API call away.
Ship faster with a
simple, powerful API.
# Upload your data
curl -X POST https://api.dsnresearch.com/api/data/upload \
-H "X-API-Key: dsn_..." \
-F "file=@sales_data.csv"
# Run predictive analytics
curl -X POST https://api.dsnresearch.com/api/models/predict \
-H "X-API-Key: dsn_..." \
-H "Content-Type: application/json" \
-d '{
"source_id": 42,
"target": "revenue",
"model": "random_forest"
}' import requests
API_KEY = "dsn_..."
BASE = "https://api.dsnresearch.com"
# Upload data
with open("sales_data.csv", "rb") as f:
resp = requests.post(
f"{BASE}/api/data/upload",
headers={"X-API-Key": API_KEY},
files={"file": f}
)
# Run predictions
result = requests.post(
f"{BASE}/api/models/predict",
headers={"X-API-Key": API_KEY},
json={"source_id": 42, "target": "revenue"}
)
print(result.json()) const API_KEY = "dsn_...";
const BASE = "https://api.dsnresearch.com";
// Upload data
const form = new FormData();
form.append("file", fileInput.files[0]);
await fetch(`${BASE}/api/data/upload`, {
method: "POST",
headers: { "X-API-Key": API_KEY },
body: form,
});
// Run predictions
const res = await fetch(`${BASE}/api/models/predict`, {
method: "POST",
headers: {
"X-API-Key": API_KEY,
"Content-Type": "application/json",
},
body: JSON.stringify({
source_id: 42,
target: "revenue",
}),
});
console.log(await res.json()); AI that verifies, debates,
and protects every answer.
Seven new capabilities that make your analytics smarter, safer, and more connected.
PromptGuard Security
Every AI request scanned for injection, jailbreak, role manipulation, and data exfiltration. Pattern-based + heuristic detection blocks threats before they reach the model.
Cache-Augmented Generation
Pre-built dataset context eliminates retrieval overhead. One cached prompt replaces the full RAG pipeline, cutting cost by 70% and latency by 3x on repeat queries.
Chain-of-Verification
AI generates an answer, self-creates verification questions, independently fact-checks each claim, and delivers a corrected, verified response. No hallucinations shipped.
Tree-of-Thought
Explores multiple analytical paths simultaneously, scores each on relevance, depth, and feasibility, then expands the best branch until the optimal insight is found.
Multi-Agent Debate
When agents disagree, they debate from four perspectives: data quality, statistical rigor, predictive modeling, and business impact. Consensus requires confidence convergence.
MCP Protocol Server
8 analytics tools exposed over Model Context Protocol. Claude Desktop, Cursor, or any MCP-compatible AI client can discover and call your platform's full capabilities.
BI shows you the past.
We act on the future.
The Data Blind Spot
Enterprises leave 90% of their data untouched. Unstructured meets structured, but legacy BI tools can only query what's already in a dashboard. DSN's agentic AI autonomously explores your data, surfaces what you didn't know to ask, and delivers proactive alerts, not just answers to yesterday's questions.
Supervisor + Specialist Agents
A supervisor LLM decomposes your goal and delegates to specialized agents: Data Agent loads and cleans, Analysis Agent finds patterns, ML Agent trains models, Reporting Agent synthesizes. They collaborate, self-correct, and deliver executive-ready results.
CodeAgent: AI Writes Python
Powered by smolagents, the CodeAgent writes and executes Python in a sandboxed environment. pandas, sklearn, numpy - the agent picks the right library, writes the code, runs it, and returns verified results with a full audit trail. No math in the LLM's head - always verifiable code.
MCP Tool Ecosystem
Connect any MCP-compatible server - HuggingFace, Gradio apps, or your own tools - and agents use them autonomously. Search papers, find datasets, query external APIs, all through the standard Model Context Protocol.
Real-Time Streaming Agents
Server-Sent Events stream every agent decision, tool call, and result in real time. Watch multi-agent workflows execute live, or consume events programmatically for your own dashboards.
Enterprise-Grade Sandbox
25+ blocked system modules, static code analysis for dangerous patterns, and configurable execution limits. Import denylist enforced at both client and server. Your data stays safe even when the AI writes its own code.
Markdown for Agents
When agents cross-reference research, we fetch papers in markdown - stripping HTML noise for up to 80% fewer tokens. Lower cost, faster reasoning, better predictions. Every token saved is accuracy gained.
Traditional BI
- Query what you already know to ask
- Manual dashboard building
- Static, backward-looking reports
- Months of setup, enterprise contracts
- Separate tools for ML, NLP, analytics
- No input validation on AI prompts
- Single LLM vendor lock-in
- No interoperability with AI clients
DSN Research
- AI agents find what you didn't know to ask
- Natural language → autonomous code execution
- CodeAgent writes Python in a sandboxed runtime
- One API key, results in minutes
- ML + NLP + analytics + agents in one API
- Import denylist + static analysis security
- AI self-verifies via research paper cross-reference
- MCP tool ecosystem: HuggingFace, Gradio, custom
AI analytics for the future,
without the enterprise overhead.
API-First, No Overhead
One REST API, one key. No enterprise sales calls, no 6-month onboarding. Get predictions and insights in your app within the hour.
Embeddable Analytics
Ship customer-facing AI insights inside your product. E-commerce retention, SaaS churn scoring, fintech fraud alerts. White-label ready.
Multi-Source Data
Upload CSV, Excel, JSON, or Parquet. Query data with SQL or let agents explore it autonomously.
Real-Time SSE Streaming
Stream agent decisions, tool calls, and results via Server-Sent Events. Build live dashboards or audit trails from agent workflows.
PromptGuard-Protected
Every AI request scanned for prompt injection, jailbreak, and data exfiltration. API key + session auth, role-based access, and audit logging built in.
Any LLM Provider
Anthropic Claude, NVIDIA Nemotron 3 Super (120B via Workers AI), OpenAI GPT-4o, Google Gemini, or Groq. Switch providers at runtime with automatic failover. Edge-deployed on Cloudflare Workers globally.
Your data has answers.
Let agents find them.
One API key. Four autonomous agents. Predictions and insights in minutes, not months. Free tier included, no credit card required.