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The archive · Developer & Business Tools · Product decision · 2025–2026

Zaro bets companies own their AI context layer, not rent vendors; $5.1M pre-seed

Ex-Agentforce founders Bajwa and Zheng sell a shared context workspace for company-owned agents and apps; $5.1M pre-seed, PH #3 on launch day.

Zaro

The betThat a company's compounding context is the durable asset in enterprise AI — not any model or vendor — so Zaro sells a shared layer to build agents and apps on.Live

What the business is

Zaro is an AI-native workspace: agents feed a versioned, searchable shared context layer built from a company's documents, calls, decisions and tools, and users generate dashboards, trackers, briefings and recurring agents from that context without code.

Starting capital$5.1M pre-seed led by Cherry Ventures, announced as Zaro emerged from stealth on 2026-06-09; angels include Hugging Face co-founder Thomas Wolf, GitHub CEO Thomas Dohmke, Mandeep Singh, Charlie Songhurst and former Convergence founders Marvin Purtorab and Andy Toulis.

How it started

CEO Michael Bajwa and CTO Qian Zheng founded London-based Zaro after working on AI agents at Convergence, which Salesforce acquired, bringing the team into Agentforce development. They watched agents work flawlessly in isolation but fail together: intelligence never compounds because context never carries over. Zaro emerged from stealth on 2026-06-09 with a $5.1M pre-seed led by Cherry Ventures, an eight-person team, and a platform already running its own internal HR, finance and facilities operations.

What happened

Zaro combines a shared context layer — documents, calls, decisions and tickets in one versioned, searchable, permissioned workspace — with application-building tools and a marketplace of pre-configured workflows. Users describe a dashboard, tracker, briefing or workflow and it is generated from workspace data, then agents keep it updated by reading from and writing back to the same layer. Integrations span Google Drive and Sheets, Notion, Slack, email, call transcripts, Salesforce, HubSpot, GitHub and more via MCP, with credit-based pricing from a 5,000-credit free trial through $19/month Launch and $49/month Growth plans. On 2026-06-25 Zaro launched on Product Hunt, finishing #3 Product of the Day with 450 upvotes and 96 comments.

How it ended up

Live and preparing to expand beyond early customers as of September 2026: the pre-seed funds product development and team growth, SOC 2 Type II and ISO 27001 are in progress, and Zaro's pitch is an anti-vendor workspace where intelligence compounds inside the company rather than inside rented tools.

Background

Zaro is a London-based AI workspace startup founded by CEO Michael Bajwa and CTO Qian Zheng, whose team previously built AI agents at Convergence and then contributed to Salesforce's Agentforce after the acquisition. Their founding observation was that agents work in isolation but fail together: intelligence never compounds because context never carries over from one tool to the next.

Zaro's answer is a shared context layer — documents, calls, decisions and tickets stored in one versioned, searchable, permissioned workspace — with application-building tools and a marketplace of pre-configured workflows on top. Users describe a dashboard, tracker or recurring agent and it is generated from workspace data, then stays updated as agents read from and write back to the same layer. A multi-model router sends routine tasks to cheaper models and reserves frontier models for complex work.

The company emerged from stealth on 2026-06-09 with a $5.1M pre-seed led by Cherry Ventures, with angels including Hugging Face co-founder Thomas Wolf, GitHub CEO Thomas Dohmke, Mandeep Singh, Charlie Songhurst and former Convergence founders Marvin Purtorab and Andy Toulis. On 2026-06-25 it launched on Product Hunt, finishing #3 Product of the Day with 450 upvotes and 96 comments.

As of September 2026 Zaro is live and uses its own platform internally for HR, finance and facilities; it lists integrations across Google Drive, Notion, Slack, Salesforce, HubSpot, GitHub and email via MCP, with SOC 2 Type II and ISO 27001 in progress. The bet is deliberately anti-vendor: let companies own their accumulating context while models underneath become interchangeable.

What has to be true

  • Credible founders: the team built agents at Convergence and Salesforce's Agentforce, so the fragmentation problem it sells against is one the founders shipped inside an enterprise platform.
  • Architecture bet: Zaro treats context as the compounding asset and models as commodities, an inversion of the vendor-owned-agent model that gives buyers a reason to own rather than rent.
  • Cost wedge: routing routine tasks to cheaper models undercuts deployments that pay frontier prices for everything, addressing the bill anxiety of the agent era.
  • Proof by dogfooding: running its own HR, finance and facilities on the platform gave the pre-seed story a working reference before the public launch.
  • Launch signal: #3 Product of the Day with 450 upvotes and 96 comments showed developer and operator demand beyond enterprise sales.

What can be applied

Agents compound only if context does: Zaro turned vendor sprawl into an architecture bet — models become interchangeable, but a company-owned memory layer keeps getting more valuable.

Aftermath

As of 2026-09-02 Zaro is live and scaling: eight people, a $5.1M Cherry Ventures-led pre-seed announced 2026-06-09, and a #3 Product of the Day launch on 2026-06-25 with 450 upvotes and 96 comments. It runs its own HR, finance and facilities on the platform; pricing is credit-based from a free trial through $19 and $49 monthly plans, with enterprise terms for SSO, audit logs and dedicated inference, and SOC 2 Type II plus ISO 27001 in progress. The open question is whether a company-owned context layer can outlast vendors adding memory to their own suites.

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