Autonomous AI Agents
for Data Science

Analyze data, generate insights, build ML models, and automate analytics workflows. Your AI data scientist works 24/7, so your team ships decisions, not queries.

Inslari · Agent OperationsLIVE

Get data science insights in your inbox

Join 2,000+ data leaders getting practical AI analytics playbooks, product updates, and real-world case studies — every week.

  • Weekly actionable insights
  • No spam, ever
  • Unsubscribe anytime

Data Teams Are Overwhelmed.
Business Waits.

Every company wants to be data-driven. Few have the infrastructure or headcount to get there. The gap between questions asked and answers delivered keeps growing.

Weeks for a Single Insight

Your analytics team spends weeks wrangling data, writing SQL, and building dashboards. By the time the insight is ready, the opportunity has passed.

Feature Engineering

Data scientists spend 80% of their time wrangling raw data into usable features. Manual feature engineering is slow, error-prone, and impossible to scale.

Insight Bottlenecks

Business teams wait in queue for the data team. Decision velocity drops. Revenue-impacting questions sit unanswered for days.

Repetitive Reporting

80% of analyst time is spent on recurring reports and dashboard maintenance. Creative, high-impact work gets crowded out.

Fragmented Toolchain

Jupyter, Tableau, Excel, dbt, Looker. Your analytics stack is a patchwork. Context gets lost between tools and nobody has the full picture.

Decisions Without Data

When insights take too long, teams make gut decisions. Without real-time analytics, you're flying blind in competitive markets.

From Event to Action.
Nothing Skipped in Between.

A multi-agent system watches your data streams, decomposes what it finds into specialized tasks, and finishes the job with real-world actions, not a report that sits in a folder.

EVENT · churn_monitor
Enterprise churn rate up 2.3x week-over-week
Orchestrator
Plans workflow
Analysis Agent
Processes data
Feature Eng. Agent
Builds features
Visualization Agent
Generates charts
ML Agent
Trains models
Reporting Agent
Creates outputs
Action Agent
Notifies, alerts, executes

Intelligent Agent Architecture

Autonomous reasoning
Outbound actions: email, calls, tickets
Persistent memory
Workflow planning
Multi-step execution
Human approval gates

From Insight to Action. With the Guardrails You Set.

Inslari agents watch your business, investigate what changes, and take the actions you've authorized, through the channels your team already uses.

Revenue drops 15% below forecast
Root cause analysis runs automatically
CFO receives a briefing email
Alert posted to #revenue-ops
On-call analyst is called
Enterprise account usage falls 40%
Churn risk model re-scores the account
Task created for the account owner in CRM
Exec summary emailed to the CS lead
SMS sent if risk exceeds 80%
Nightly data pipeline fails validation
Failing job diagnosed from logs
Jira ticket opened with full trace
Data team notified on Slack
On-call engineer called after 15 min unresolved

Everything Your Data Team Needs.
Powered by AI Agents.

From autonomous analysis to outbound action. One platform replaces your analytics stack and your alerting stack.

Natural Language Analytics

Ask questions in plain English. Get SQL queries, visualizations, and insights without writing a single line of code.

Autonomous EDA

Drop a dataset, and the agent runs distributions, correlations, outlier detection, and statistical profiling automatically.

AI-Powered ML Modeling

From feature engineering to hyperparameter tuning. Agents build, evaluate, and deploy models with full explainability.

Feature Engineering

Automatically discover, synthesize, and transform raw data into highly predictive features for your machine learning models.

Real-Time Dashboards

Agents generate live, interactive dashboards from your data. Updated continuously as new information flows in.

Multi-Agent Reasoning

Specialized agents collaborate on complex questions. Decompose, analyze, synthesize, and verify results across multiple reasoning chains.

Report Generation

Executive-ready reports with narrative summaries, charts, and recommendations. Delivered automatically to inboxes, Slack, or Notion the moment they're ready.

Autonomous Actions

Agents email stakeholders, post Slack alerts, place calls, send SMS, fire webhooks, and open tickets. Every action is policy-governed and audit-logged.

SQL + Database Integrations

Connect PostgreSQL, BigQuery, Snowflake, Redshift, MongoDB, and more. Agents generate and execute optimized queries.

Team Collaboration

Share queries, pin insights, comment on analyses. Built for data teams that ship together.

Event-Driven Triggers

Agents watch metrics, schedules, and data events. When a threshold breaks, a workflow fires: analysis first, action next. No cron jobs, no pager scripts.

Enterprise Security

Role-based access control. Encrypted data processing. On-premise deployment available. Audit logging on every action.

Built for Every Data-Driven Team

From SaaS startups to enterprise analytics departments, Inslari delivers measurable business impact across industries.

SaaS34% reduction in churn

Reduce churn with predictive analytics

Identify at-risk customers before they leave. Agents monitor usage and support signals, flag at-risk accounts, open CRM tasks, and email account owners before renewal risk becomes churn.

E-commerce28% increase in conversion

Optimize conversion funnels automatically

Agents analyze drop-off points and A/B results, post daily funnel alerts to Slack, and push prioritized fixes to your team. No manual analysis.

Finance90% faster risk detection

Automate risk assessment and compliance

Real-time anomaly detection across transactions. Agents flag suspicious patterns, open compliance tickets, page the risk officer, and maintain the audit trail.

Healthcare5x faster clinical insights

Patient outcome analysis at scale

Agents process clinical data, identify treatment effectiveness patterns, and notify care teams of critical findings, all within HIPAA boundaries.

Marketing42% improved ROAS

Attribution modeling in real time

Multi-touch attribution across channels. Agents adjust models as campaigns evolve and alert the team the moment ROAS drops below target.

Product Analytics10x faster product decisions

Understand user behavior without SQL

No SQL, no ticket queue. Agents query event data, build cohort analyses, and deliver feature adoption reports straight to Slack.

Built on Modern
AI Infrastructure

Production-grade multi-agent system with LLM orchestration, vector search, and real-time data pipelines. Designed for scale from day one.

Multi-Agent ArchitectureLLM OrchestrationVector DatabasesPython Data StackML PipelinesReal-Time AnalyticsAction & AlertingCloud Native Infra
Interface Layer
Natural Language APISDK & WebhooksDashboard UI
Orchestration Layer
Multi-Agent RouterTask PlannerMemory & Context
Agent Layer
Analysis AgentML AgentViz AgentSQL AgentReport AgentAction Agent
Data Layer
Vector DatabaseRAG PipelineData Connectors
Infrastructure
Cloud NativeGPU ComputeReal-Time Streaming

Enterprise-Grade Trust

Security is foundational, not an afterthought. Built for regulated industries and security-conscious organizations.

Role-Based Access Control

Granular permissions for teams, projects, and data sources. Admin, analyst, and viewer roles with custom policies.

Encrypted Data Processing

End-to-end encryption for data at rest and in transit. AES-256 encryption standard across all data flows.

On-Premise Deployment

Deploy within your own VPC or on-premise infrastructure. Full data sovereignty with air-gapped deployment options.

Complete Audit Logging

Every agent action, query, and data access is logged with timestamps, user context, and reasoning traces.

Privacy-First AI

Your data never trains our models. Configurable data retention policies. GDPR and CCPA compliant by design.

Let's build the future of
data science together

Ready to supercharge your analytics team? Reach out to us for enterprise solutions, custom deployments, or any questions.

Get in Touch

Whether you need a custom demo or have questions about our infrastructure, our team is ready to help you seamlessly integrate Inslari into your workflows.

Build Your AI
Data Science Team

Join forward-thinking companies that get from detection to action in minutes instead of sprints. Start seeing results in your first week.

Schedule DemoTalk to Sales