Bicycle
2 known investors
Bicycle is an AI platform that monitors key performance indicators continuously, automatically detects significant movements, explains their root causes, and recommends next steps—integrating with existing dashboards and BI tools rather than replacing them.
Also known as Bicycle AI · Bicycle.ai
Investors · 2
Company profile
researched Aug 2026Bicycle provides agentic AI analytics for revenue-critical data, targeting retail, travel, and payments organizations. When a monitored revenue KPI moves, the platform's AI agents run without an operator prompt to identify the segments driving the movement, test both business and technical hypotheses, present the supporting evidence including hypotheses that were ruled out, and then recommend an action. The company frames this as a four-stage "DEAL loop" of Detect, Explain, Act, and Learn, and positions the product between static dashboards (which require manual sifting) and analytics chatbots (which require the user to already suspect a cause).
The product ships with prebuilt KPI patterns, cause paths, and action playbooks for retail, Shopify, travel, and payments teams, which are then tuned to a customer's own data, business rules, and stack. Bicycle describes six capabilities spanning setup, ongoing operation, and governed scale: rapid activation on the customer's stack; vertical-native context that expresses outputs in domain terms such as SKU, route, supplier, BIN, issuer, and gateway; always-on KPI monitoring with tunable baselines, thresholds, suppression, and impact ranking; multi-factor cause analysis using reusable driver trees and cause checks; defensible answers with visible policy, lineage, and validation; and governed self-service with roles, permissions, approvals, rollback, and audit. Outputs are differentiated by audience — governed validation for data leaders, faster investigation for analysts, next steps for business owners, and rollups for executives.
Bicycle operates as a layer on top of existing infrastructure rather than a replacement: it reads from customers' warehouses (Snowflake, BigQuery), BI tools (Looker, Tableau), observability tools (Dynatrace, Datadog), and ops and messaging systems (Kafka, PagerDuty), citing more than 200 supported sources, and routes recommended actions back into those tools.
Business model
Bicycle sells software that layers on top of a customer's existing data and operations stack. The website offers a free entry point with no credit card required alongside a booked demo motion, and suggests engagements typically begin with a single customer-owned KPI around which the first agent is built.
Traction
Public customer references include bigbasket (CPTO Rakshit Daga), UrbanPiper (co-founder and CEO Saurabh Gupta, citing over 45,000 restaurant locations on UrbanPiper software processing millions of orders weekly), Billtrust (SVP of technology operations Farai Alleyne, on settlement performance visibility), and ACERTUS (chief digital officer Blair Koch, on supply chain and logistics data).
Latest developments
The company markets a "Vibe Analytics" free-trial experience in which a user asks a question in plain language and the system detects a KPI move, explains the cause, and shows a recommended next step.
▸Full profile — market position, technology, go-to-market
Market position
Bicycle positions itself as agentic analytics, distinct from dashboards that require manual investigation and from analytics chatbots that require the user to form a hypothesis first, and describes itself as a governed layer on top of the customer's existing warehouse, BI, observability, and ops stack rather than a system of record.
Differentiators claimed by the company include proactive, prompt-free detection of KPI movement; testing of both business and technical causes with explicit disclosure of evidence and ruled-out hypotheses; vertical-native semantics and prebuilt playbooks for retail, Shopify, travel, and payments; recommended actions routed back into the customer's existing ops tools; and governance controls including approvals, rollback, and audit.
Technology
The platform runs AI agents that trigger automatically on KPI movement rather than on user prompts. Agents localize a movement to specific segments (for example channel, geography, and product category), run investigation steps such as checking payment gateways, authentication failures, inventory and pricing, and recent releases, rank candidate causes with confidence levels and quantified contribution, and mark ruled-out causes. Vertical packs supply KPI patterns, cause paths, and action playbooks; analyst logic can be encoded into reusable driver trees and cause checks. Governance features cover baselines, thresholds, suppression, impact ranking, policy, lineage, validation, roles, permissions, approvals, rollback, and audit. Integrations span warehouses, BI, observability, and ops and messaging tools, with more than 200 sources supported.
Go-to-market
Self-serve trial ("Start for free," no credit card) and a "Vibe Analytics" plain-language entry point, alongside demo bookings and a land-and-expand approach starting from one customer-owned KPI. Vertical-specific packs for retail, Shopify, travel, and payments serve as the initial wedge, and the company also publishes comparisons against alternative approaches such as dashboards and analytics chatbots.
Retail, Shopify, travel, and payments teams, with a stated openness to other verticals. Within customer organizations Bicycle addresses data and analytics leaders, analysts, KPI owners and business owners, and executives. Cited users include bigbasket, UrbanPiper, Billtrust, and ACERTUS.
Compiled by commissioned research from 8 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
In the news
▸Research sources · 8
primary sources listed
- Bicyclebicycle.io · web
8 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Bicycle do?
- Bicycle is an agentic AI analytics platform that detects revenue-KPI movements, explains their causes, and recommends safe actions.
- Who are Bicycle's investors?
- Bicycle's investors include Decibel Partners, Unshackled Ventures.