AppDynamics founder Jyoti Bansal launches BIG Labs startup studio with $50M in funding and continuous delivery startup Harness.io with $20M Series A round
Alex Konrad / Forbes :
Context & Ripple Effects
Jyoti Bansal is running the repeat-founder playbook: after building AppDynamics into an application performance management company that was raising toward a $150M financing round, he launches two vehicles at once — BIG Labs, a $50M startup studio, and Harness.io, its first company out of the gate with a $20M Series A.
The later coverage shows how far that bet traveled: Harness went on to raise a $60M Series B co-led by IVP, GV, and ServiceNow Ventures, then climbed through successive mega-rounds to a $240M Series E at a $5.5B valuation — making this 2017 launch the origin point of one of DevOps' most heavily capitalized companies.
First-order effects
- Harness enters the continuous delivery market with $20M and Bansal's AppDynamics track record behind it, giving it hiring and selling power against established DevOps tools from day one.
- BIG Labs starts life with $50M to incubate enterprise startups beyond Harness, making Bansal simultaneously a founder and a backer of his own pipeline.
Second-order effects
- Strategic money follows the studio's output: ServiceNow Ventures joining the Series B cap table shows adjacent platform vendors paying for visibility into the delivery-pipeline layer rather than building it themselves.
- Each subsequent Harness raise — $85M at a $1.7B valuation, then $175M plus $55M in debt at $3.7B — compounds the original $20M thesis and forces incumbent CI/CD vendors to compete against a rival whose funding cadence outpaces typical startup formation.
Third-order effects
- If the pattern holds, serial enterprise founders institutionalize the studio route — converting prior-company reputation into pre-funded ventures and shifting early-stage enterprise software formation away from traditional VC-only paths.
- Harness's arc from $20M Series A to AI-driven testing, security, and governance tooling suggests the continuous delivery category itself expands from release automation into the full software delivery lifecycle.
The trend: Serial enterprise founders are turning prior exits into startup studios that pre-fund their next companies, with Harness's climb from $20M Series A to a $5.5B valuation as the template's clearest proof case.