Company profile
Ibl
Live profile
Deploy AI agents and applications on your infrastructure with ibl.ai's AI Operating System. Your code, your data, any LLM. Serving 1.6M+ users across 400+ organizations.
11-50
New York, NY, US
Growth ($52.8M)
Public pricing page
AI Classification
ibl.ai is an AI Operating System platform founded in 2019 that provides agentic AI tools — including an LMS, AI tutoring, course creation, and analytics — to universities, enterprises, government agencies, and K-12 institutions. The platform serves 1.6M+ users across 400+ organizations including Harvard, MIT, Stanford, and Yale, with flat-rate institutional pricing and full data ownership.
Deep Intelligence
Account Scoring
- Public pricing — predictable revenue
- Growth — mature / stable
Similar Companies
Competitors
Ibl is one of 2,671 B2B companies in the Kustiq directory.
Ibl sits among 97 edtech companies in our Education directory.
Similar profiles: Complianceexperts, Resend · Email for developers, Cloud-based data analytics exploration for all, and Growthbook.
Both sit in the 11-50 headcount band, and both are at Growth. See Ibl vs Complianceexperts side by side.
Both sit in the 11-50 headcount band, and both are at Growth. See Ibl vs Resend · Email for developers side by side.
Both sit in the 11-50 headcount band, and both are at Growth. See Ibl vs Cloud-based data analytics exploration for all side by side.
How Ibl compares with other EdTech companies
Ibl is one of 97 EdTech companies profiled in the Kustiq Education directory, which holds 165 Education companies in total. Every number below is computed from those profiles.
Ibl sits in the 11-50 headcount band. 20% of the 61 segment peers with a known team size are smaller. 31% of those peers share the same band.
The most common tech detections across the 37 peers with a visible stack are Cloudflare (41%), WordPress (22%), and Google Analytics (19%). Ibl lists none of them.
Among the 23 segment companies with disclosed funding, Growth is the most common stage (74%). Ibl is at Growth.
The median founding year across 23 peers with a known founding date is 2012.
Charlotte is the most common HQ city in this segment, home to 6% of the 17 peers with a known location.
Benchmarks are recomputed from live directory data, so they move as profiles refresh. Counts cover Kustiq-profiled companies, not the whole market.
How this profile was built
- Live web rendering via Browserless headless Chrome, not a stale cached scrape.
- Search intelligence via Serper API across the company site, LinkedIn, press, and GitHub.
- Claude only picks the buckets. It never decides facts.
- 12-factor churn engine. Deterministic score, zero LLM at scoring time.
- SMTP RCPT TO handshake on every contact, at delivery time on full profiles (paid plan).
This profile was built from 5 rendered pages of ibl.ai and search coverage across the live web on .
Read the full methodology in our LLM-readable reference or compare against the deterministic-vs-AI framework.
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