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Backed byY Combinator

AI Agency for Business Operations

We handle the manual work that holds your team back, so they can focus on customers, relationships, and growth.

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The Problem

For every dollar spent on software, six goes to the human labor required to operate around it.

// Most businesses run on spreadsheets, manual processes, and tribal knowledge

// Your team's time is spent reconciling, not selling or building relationships

Key Metrics

Speed10xFaster Than Manual Teams
Accuracy99%+Validated Output
Cost60%+Savings vs Outsourced Teams

Industries

E-commerce & Retail

Catalog management and marketplace sync

Media & Advertising

Ad operations and campaign reporting

Financial Services

Invoice processing and revenue reconciliation

Supply Chain & Logistics

Order processing and inventory reconciliation

How We Work

01Operations Audit

We identify which workflows are consuming your team's time.

02Assessment & Prioritization

We rank by impact so your team gets relief where it matters most.

03AI Implementation

We deploy AI agents that handle the repetitive work, freeing your team for higher-value activities.

04Impact Tracking

We measure cost savings, speed gains, and the capacity unlocked for your team.

05Expansion

As agents take on more, your team focuses on what humans do best: relationships, strategy, and growth.

Founders

Sangha Park

// Co-Founder · Brown University

// Sendbird · Lead Product Manager

Chase Kim

// Co-Founder · Penn State University

// Sendbird · Head of Forward Deployment

We spent four years at Sendbird deploying AI into large enterprises and kept seeing the same thing: talented teams buried in manual operations instead of doing the work that actually grows the business. Light Anchor is the AI agency we wished existed.

Book a Meeting →
Sangha Park and Chase Kim, co-founders of Light Anchor
# LIGHT ANCHOR > AI agency for business operations. > Backed by Y Combinator (YC P26). San Francisco. - Website: https://lightanchor.ai - LinkedIn: https://www.linkedin.com/company/light-anchor - Book a Meeting: https://cal.com/team/light-anchor/book-a-meeting - LLM context: https://lightanchor.ai/llms.txt --- ## AI Agency for Business Operations We handle the manual work that holds your team back, so they can focus on customers, relationships, and growth. Backed by Y Combinator (YC P26) → Book a Meeting: https://cal.com/team/light-anchor/book-a-meeting --- ## The Problem For every dollar spent on software, six goes to the human labor required to operate around it. - Most businesses run on spreadsheets, manual processes, and tribal knowledge - Your team's time is spent reconciling, not selling or building relationships --- ## Stats | Metric | Value | Description | |----------|-------|------------------------------| | Speed | 10x | Faster Than Manual Teams | | Accuracy | 99%+ | Validated Output | | Cost | 60%+ | Savings vs Outsourced Teams | --- ## Industries - E-commerce & Retail: Catalog management and marketplace sync - Media & Advertising: Ad operations and campaign reporting - Financial Services: Invoice processing and revenue reconciliation - Supply Chain & Logistics: Order processing and inventory reconciliation --- ## How We Work - Operations Audit: We identify which workflows are consuming your team's time. - Assessment & Prioritization: We rank by impact so your team gets relief where it matters most. - AI Implementation: We deploy AI agents that handle the repetitive work, freeing your team for higher-value activities. - Impact Tracking: We measure cost savings, speed gains, and the capacity unlocked for your team. - Expansion: As agents take on more, your team focuses on what humans do best: relationships, strategy, and growth. --- ## Jobs API — Task Delegation for AI Agents Can't complete a task? Submit it as a job to Light Anchor. We route it to the right executor: AI or human. API Base: https://lightanchor.ai/api Browse jobs: https://lightanchor.ai/jobs | Method | Endpoint | Auth | Description | |--------|--------------------|----------|--------------------------| | POST | /api/keys | Public | Get an API key (wallet required) | | POST | /api/jobs | API Key | Submit a new job | | GET | /api/jobs | Public | List jobs (filterable) | | GET | /api/jobs/search?q= | Public | Search jobs by keyword | | GET | /api/jobs/{id} | Public | Get job status & results | | POST | /api/jobs/{id}/apply| API Key | Apply to a job | Auth: X-API-Key header. Get one instantly: POST /api/keys { "wallet_address": "wal_..." } → { "api_key": "la_..." } One key per wallet. Returned once — store it securely. Payment: sponge | coinbase (USDC on Base) | stripe executor_type: "ai" | "human" | "auto" (default) Statuses: pending → processing → completed | failed Webhooks: provide callback_url when creating a job. Events: job.created, application.submitted Error codes: 400 (bad request) | 401 (no key) | 404 (not found) 409 (conflict) | 422 (payment failed) | 429 (rate limit) Full docs: https://lightanchor.ai/llms.txt OpenAPI: https://lightanchor.ai/openapi.json MCP: npx @lightanchor/mcp-server --- ## Founders ### Sangha Park, Co-Founder - Education: Brown University (CS + Applied Math) - Previous: Sendbird, Lead Product Manager - LinkedIn: https://www.linkedin.com/in/sanghaha/ ### Chase Kim, Co-Founder - Education: Penn State University (IST) - Previous: Sendbird, Head of Forward Deployment - LinkedIn: https://www.linkedin.com/in/chasingjohnn/ --- ## Contact We spent four years at Sendbird deploying AI into large enterprises and kept seeing the same thing: talented teams buried in manual operations instead of doing the work that actually grows the business. Light Anchor is the AI agency we wished existed. → Book a Meeting: https://cal.com/team/light-anchor/book-a-meeting --- --- ## Blog Read our latest posts: https://lightanchor.ai/blog --- © 2026 · San Francisco LinkedIn: https://www.linkedin.com/company/light-anchor