California • Automation • AI Agents

Automate your business with AI agents

We build reliable, compliant automations and autonomous agents to find and qualify leads for you — locally from California.

Free consultation How it works

+42% Qualified demos

3× Outreach throughput

95% Tasks automated

Local • California

We automate revenue work with safety and style

Linen Software is a California-based boutique automation studio. We build AI agents that research, reach out, and qualify leads, then sync everything to your CRM with human-in-the-loop oversight.

AI Lead Generation Agents

Prospect, enrich, and qualify accounts autonomously. Personalized outreach with measurable lift in replies and booked demos.

Sales Ops & CRM Automation

No more swivel-chair tasks. We integrate inboxes, calendars, and your CRM to keep data clean, synced, and actionable.

Compliance & Guardrails

Human review loops, consent-aware outreach, audit trails, and fail-safe patterns built-in from day one.

Our AI agent system

From discovery to monitoring, we ship resilient automations that plug into your stack and grow with you.

1) Discovery Map processes, define KPIs, data sources, and compliance needs.

2) Integrations Connect CRM, inboxes, calendars, and data. Secure OAuth and secret vaults.

3) Agent Design Roles, tools, and guardrails. Retrieval-augmented knowledge base.

4) Orchestration Multi-agent workflows, retries, state, and full observability.

5) Outreach Enrichment, sequencing, and personalized messaging with A/B testing.

6) Review & Handoff Human approvals, CRM updates, tasks, and calendar booking.

7) Monitoring Drift detection, analytics, and weekly improvements.

Services

Modular offerings you can mix-and-match to fit your GTM.

AI Lead Gen Agents

Research targets, enrich contacts, and auto-qualify with reliable handoffs to sales.

Sales Outreach Automation

Sequencing across email/LinkedIn with consent checks, inbox rotation, and reply parsing.

CRM & Back-office

Deduping, enrichment, pipeline hygiene, and automated reporting in your CRM.

Document & Email AI

Summarization, classification, and routing of inbound emails and docs with RAG.

Integrations & RPA

APIs, webhooks, and headless browsers to bridge gaps where no API exists.

Dashboards & Analytics

Visibility into performance, QA, and compliance with drill-downs.

Selected results

Each engagement is bespoke — here are outcomes our clients care about.

Real estate SaaS

+42% qualified demos in 60 days via multi-agent prospecting & personalization.

B2B services

3× outreach throughput with consent-aware sequencing and auto-qualification.

Fintech

30% reply rate with strict guardrails, audit logs, and human approvals.

Let’s build your AI agent

Onboarding in days, measurable results in weeks — not months.

Book a call

Contact

Based in Fremont, serving clients across California and beyond.

Let’s talk

Tell us about your pipeline and tools. We’ll propose a scoped pilot with clear milestones.

Address

3504 Ellery Common Fremont CA 94538

Local delivery • California