One runtime. Many real applications.
Every application here runs on the same oshal / Open Swarm runtime - loaded from a manifest, not a fork. They share the controller, connector broker, isolation, and cost ledger, and differ only in their bots, tools, and surfaces.
The product family at a glance.
A marketing view of the applications running on the same framework: each product has its own surface, but shares the runtime, connectors, identity, isolation, and cost controls.
Intelligent applications on one runtime.
Each application gets its own surface, bots, tools, and workflow shape, but they all run on the same oshal framework.
Intelligent Operations
An autonomous operations team for your infrastructure: monitoring, incident RCA, self-healing, Terraform infrastructure-as-code, and SecOps - built to give a mid-sized team the 24/7 coverage it cannot staff on its own.
Open operations -> Career appIntelligent Career Search
Builds a living career bank, scores roles against real experience, and drafts tailored resumes and cover letters.
Open career search -> Detailed pageIntelligent Trading
A swarm runs a paper book end to end - signals, risk, fills - and closes each day with an AI-generated video recap. Every trade is tied to its signal.
Open trading -> Detailed pageWorld Intelligence
A framework app that turns world knowledge and alternative-data signals into structured intelligence the rest of the swarm, including the trading desk, can act on.
Open world intelligence -> Detailed pageIntelligent Learning
A student-facing learning product: lecture recording, transcription, flashcards, tutoring, study plans, read-aloud, and deck generation across a team of bots.
Open learning ->The rest of the oshal fleet.
38 application manifests run on one runtime today — every card on this page loads from a manifest, not a fork. The flagships above have detail pages; the roster below keeps growing.
Vids Studio
Generates short-form video end to end — storyboard by a director bot, rendered clips, narration, and captions. It produces the daily trading recap videos on this site.
See its output -> Media studioCharacter LoRA Studio
Trains and validates reusable character LoRAs with a fixed held-out scoring matrix — free-first scoring, gated and autonomous modes.
The pipeline -> MoneyIntelligent Finance
Read-only money aggregation over Plaid — balances, holdings, and transactions from ~12,000 institutions, reasoned over by a dedicated bot. Sandbox today.
The connector rail -> MoneyPayments
Takes payments through your own merchant accounts — Square card charges and PayPal invoices behind one pluggable adapter. Sandbox today.
The connector rail -> IdentityIdentity Hub
One launcher over every authorized connection: open, reconnect, or connect, with an access-review bot reading metadata only.
How access works -> CommsIntelligent Communications
The reference swarm: Gmail through a per-user connector, a bot that runs its own CLI tooling in a sandbox, and summaries on demand.
The reference pattern -> ContentContent Studio
A personal-branding engine: trends and news in, perspective drafts out — publishing to LinkedIn, X, and Facebook pages only after human approval.
On the runtime -> AssistantJarvis
One conversation over the whole fleet: classifies the ask, delegates to the owning app bot, and synthesizes the answer.
See the surfaces -> GovGov Contracting
Capture-team workflows over SAM: daily opportunity scans, scoring, and a capture pipeline on the graph tier.
On the runtime -> Live demoIntelligent Presentation
Turns an AI conversation into a real .pptx deck from templates, topics, or outlines, with multiple storage paths.
Open demo -> Concierge surfaceoshal Intelligence
Voice and text access into the swarm, dynamically routing requests across loaded applications, tools, and bots.
Open cockpit -> Live connectorIntelligent Travel
Flights, hotels, and cars through a real travel connector, with a price database and planning bot.
How connectors work -> Live connectorIntelligent Shopping
A shopping concierge backed by a signed commerce connector, with checkout handoff.
How connectors work -> Live connectorIntelligent Media
Discovery and watchlist/playlist apps over real media connectors, with deep-link handoff to play.
How connectors work -> Platform appSecurity Center
Scans the platform for secrets, open routes, and dependency risk, and triages findings into tickets.
Security posture -> GeneratorIntelligent Workflow Studio
Describe an outcome and publish a runnable workflow as a ticket queue, scoped to a person, tenant, or public.
See workflows -> Live demoIntelligent Home
Connected-home control for devices, scenes, schedules, and natural-language commands.
Open demo ->Open the ones that are live.
Several applications are public prototypes you can open now; cockpit surfaces are intentionally sign-in gated.