The Unsold Group · Al Ste-Marie

Every venture becomes
a feedback loop.

How an AI-native company builds its own tools to move faster in travel-tech.
AI native is an operating model

We do not wait for software.
We build it.

Real travel operations expose friction. We turn that friction into software, put it back into the field, and compound what we learn.

The system

Fieldwork becomes leverage

A feedback loop from operating travel brands to finding friction, building tools, and shipping better service OPERATE FIND FRICTION BUILD TOOLS SHIP BETTER
Choose your path

One company. Six live experiments.

Unsold Antarctica · Unsold Arctic · Unsold Adventures

Inventory becomes access

We connect expedition-ready travelers with same-season polar inventory from trusted operators—making extraordinary trips easier to discover, compare, and book.

2022Unsold Group founded
8languages supported by the platform
50%+potential same-season savings
Expedition Insure

Coverage built around the voyage

Expedition travelers face operator-specific requirements, jurisdictional complexity, and policies that can quietly exclude polar regions. We pre-vet fit-for-purpose coverage and are building it into the booking flow.

Corpusoperator requirements and policy evidence
B2Bpreferred-provider distribution
1 flowquote, compliance, and coverage
RenovAI

Renovations need one source of truth

A multi-tenant project workspace for renovation teams—projects, suppliers, quotes, budgets, documents, and communication—paired with an AI interface that can act across the operating system.

Astro + ReactConvex realtime dataCloudflare Workers + R295 AI tools
CommonKit
CommonKit

Improve once. Benefit everywhere.

CommonKit gives AI-native developers and small teams the same proven instructions, skills, hooks, tools, policies, and secret references across every machine and coding agent—safely, declaratively, and reviewably.

Desired-state control planeDry-run before applySecret-safe provisioningNode 24+
Aparté · first90.work

Your agent learns the company

An organization curates institutional knowledge into a context endpoint. A new hire connects their own AI agent and gets useful, scoped company context throughout the first 90 days—without replacing the tools they already use.

Org-curated contextEmployee-owned AIScoped accessAstro + Convex
Tools born from real operations

The internal layer compounds

Flipper avatar from Unsold Antarctica
Flipper · Agentic commerce

Turn expedition intent into the right departure.

  • Converses with travelers in eight languages.
  • Searches real departures, availability, and live pricing.
  • Guides discovery from open questions to matched voyages.
mail-index
mail-index · Agent memory

Give agents mailbox memory without handing them the keys.

  • Builds a progressive local index across multiple mailboxes.
  • Finds prior conversations through fast full-text search.
  • Exposes useful context to agents through a controlled MCP surface.
MCP Local Relay brand graphic
MCP Local Relay · Connectivity

Keep local agent tools warm, discoverable, and replaceable.

  • Runs persistent upstream MCP services outside individual sessions.
  • Supports hot-swap onboarding and cached tool discovery.
  • Provides status endpoints and native service management.
Bug
Reporter
Bug Reporter · Product feedback

Turn “something broke” into an actionable issue.

  • Captures voice, typed reports, and the affected interface element.
  • Attaches session-replay context for faster reproduction.
  • Files structured issues through adapter-based integrations.
Krill shrimp mark
Krill · Content management

One content layer for every travel brand.

  • Centralizes visual assets and their operational metadata.
  • Makes approved content discoverable across teams and sites.
  • Publishes through a Cloudflare-native delivery stack.
Insurance Corpus observatory mark
Corpus · Insurance intelligence

Teach agents to read policy language, not guess.

  • Collects policy documents across carriers and jurisdictions.
  • Extracts and normalizes clause-level coverage, limits, and exclusions.
  • Publishes structured training and evaluation data for insurance agents.
Agent
Skills
Agent skills · Decision discipline

Turn operating judgment into reusable agent behavior.

  • Encodes proven workflows, guardrails, and review standards.
  • Carries specialized capability across projects and coding agents.
  • Makes improvements reviewable, versioned, and reusable.
The portfolio advantage

Each project makes
the next one faster.

Brands create reality. Tools capture the learning. Shared infrastructure lowers the cost of the next experiment. The portfolio is not a collection—it is a system.

Choose the next conversation

Travel. Insurance. AI agents.
Or the system beneath all three.

[email protected] · unsold.group/al

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