Projects / bictrl.tech
✦ Now in Early Access

AI BUSINESS
INTELLIGENCE
PLATFORM

From raw spreadsheets to executive dashboards in minutes. Anyone on your team can upload data, ask questions in plain language, and get trusted, actionable insights.

10 AI Agents
No Code Required
Multi-LLM Engine

Industry

AI / Business Intelligence

Role

Product Strategy & Advisory

Stack

Python · LangGraph · CrewAI

Website

bictrl.tech

The Product

Ten AI agents.
One platform.
Zero code.

bictrl is an AI-native Business Intelligence platform that replaces the traditional BI stack — data pipelines, SQL analysts, dashboard designers — with a fleet of specialized AI agents working in concert.

Unlike Tableau or Power BI, which require technical expertise to set up and maintain, bictrl lets any team member upload raw data and immediately get executive-grade dashboards, predictive forecasts, and competitive intelligence — in natural language.

The platform is built on a multi-agent architecture (CrewAI, LangGraph) where each agent is a specialist: one handles SQL, another forecasting, another web scraping. They collaborate automatically based on the user’s goal.

10 agents

Specialized AI agents working in parallel

365 days

Forecasting horizon with confidence intervals

3 LLMS

GPT-5, Gemini 2.5, and Claude Sonnet support

<5min setup

From raw CSV to interactive dashboard

Capabilities

Everything your data team needs, unified.

Dashboard

Dashboard Builder

Type a goal — "Monitor employee attrition by department" — and get a complete multi-section dashboard with KPIs, charts, and insights in one click.

CrewAI pipeline
PDF Export
Auto-SQL
Data Chat

Conversational Analysis

Ask questions about your data in plain English. Upload CSV, Excel, or SQL — the AI responds with statistical insights, visualizations, and recommendations.

LangGraph agent
Multi-GB support
Schema profiling
SQL Agent

AI Database Analyst

"Show me top 10 customers by revenue last quarter" — translates to optimized PostgreSQL, validates, executes, and explains the result in plain English.

Read-only safe
Schema aware
Query history
Forecasting

Predictive Analytics

Predict next month's revenue with automated time-series models and confidence intervals. Auto-ML selects the best algorithm. No data science degree needed.

AutoTS / Prophet
365-day horizon
Code export
Knowledge Base

Document Intelligence

Upload PDFs, Word docs, spreadsheets, or images. Ask questions across your entire document library and get precise, cited answers powered by vector search.

Qdrant vectors
OCR via LLM
HyDE retrieval
Market Intel

Web Research Agent

Point our AI at any website — extract pricing tables, generate competitive summaries, structured data from any modern site. Optional TOR routing for anonymity.

Playwright browser
TOR proxy
Streaming SSE
Email AI

AI Email Studio

Describe your intent, get a polished professional email. Strategic, formal, or casual — the AI adapts to your style. Send directly via SMTP from the platform.

LangGraph agent
SMTP send
Campaign studio
AI Engine

Multi-Provider LLM

Switch between GPT-5, Gemini 2.5, and Claude Sonnet — per request. Use your own API keys or our hosted infrastructure. Smart routing optimizes for speed.

OpenAI
Gemini
Claude
Security

Enterprise Compliance

Two-factor authentication, role-based access control, per-user data isolation, and read-only query enforcement. PBKDF2-hardened credential storage.

2FA
RBAC
Data isolation
Our Role

The challenge we were handed.

bictrl had a technically impressive product and a strong engineering team. The gap was commercial: how to position a 10-agent AI platform to non-technical buyers, and how to turn early-access curiosity into recurring revenue.

Product Strategy & Positioning

Defined bictrl's go-to-market angle in the crowded BI space — positioning the platform as the AI-native alternative to Tableau and Power BI, targeting mid-market teams that need insights without data engineering overhead.

Commercial Architecture

Structured the monetization model: freemium early-access funnel, API-key-per-user pricing tier, and an enterprise licensing pathway built on RBAC and data isolation as premium differentiators.

Growth & Partnerships

Mapped distribution channels — SaaS marketplaces, agency partnerships, and vertical-specific entry points (HR analytics, finance, sales ops) — to reduce CAC and increase time-to-value for first users.

Built on
CrewAI
LangGraph
PostgreSQL
Qdrant
Prophet / AutoTS
Claude Sonnet
Playwright
Bootstrap 5
GPT-5
Gemini 2.5
AI-native business intelligence

ANALYZE YOUR DATA
IN NATURAL LANGUAGE

Visit bictrl.tech to explore the platform, request early access, and see your first AI-generated dashboard in under 5 minutes.

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