Taskclan
Engine.
A coordinated set of AI minds — perception, planning, voice, decisioning, generation, memory — running under one orchestration layer. Crafted for builders. Already powering Nani, ReceptionOS, and GameNova in production.
A stack of
intelligence.
Goals enter at the top. The orchestrator wakes the right minds. The minds run in parallel. Surfaces show the result.
What enters the engine — voice, text, schedule, prompt, signal. Anything a human or system can express as a goal.
The router. Reads intent, wakes the right minds, runs them in parallel, stitches results into one coherent action.
Specialized AI agents — perception, planning, voice, decisioning, generation, memory, coordination.
Where the hive surfaces — Nani, ReceptionOS, GameNova, and whatever we build next.
Specialized AI,
orchestrated.
Each mind does one thing extremely well. The hive coordinates them so a single goal becomes many parallel actions.
Perception
Reads context across voice, text, calendars, sensors, and behavior. Translates input into a structured goal the rest of the hive can act on.
Planning
Sequences multi-step actions. Builds an autonomous game plan and adapts in real time when the world changes mid-run.
Voice
Real-time conversational agent — listens, speaks, qualifies, books. Multi-language, on-brand cloned personas.
Decisioning
Weighs trade-offs, scores options, returns recommendations with reasoning. The judgment layer of the hive.
Generation
Creates assets, worlds, copy, code, audio. Coordinates parallel generation across modalities under one prompt.
Memory
Persists context across sessions. Learns the rhythm of your domain and feeds the rest of the hive over time.
Coordination
The hive's nervous system. Routes signals between minds, handles handoffs, prevents collisions, keeps the goal in sight.
How the hive thinks.
Set the goal. The minds self-organize. The engine closes the loop.
Sense the Goal
Perception minds parse intent across voice, text, calendars, and context — turning what you mean into something the engine can run.
Wake the Minds
The engine routes work to the right specialists — planning, booking, generating, deciding — running them in parallel as one coordinated move.
Run, Verify, Sharpen
Minds execute, verify outcomes, and re-route on their own. Every cycle teaches the hive — you set the goal, never the steps.
The hive,
in motion.
Not a roadmap deck — work running today. Here's what's live, what's getting sharper, and what comes next.
The hive is in production.
- ›Nani running family operations
- ›ReceptionOS running voice ops
- ›GameNova running creative worlds
Sharper minds, faster orchestration.
- ›Lower-latency voice + decisioning loops
- ›Cross-mind memory that compounds
- ›New surfaces shaped by builder demand
Open the engine to builders.
- ›Public Engine SDK for new surfaces
- ›Bring-your-own-mind extension layer
- ›Hosted orchestration as a service
Trust, baked in.
Privacy-First
Bank-grade encryption, scoped access, no cross-tenant leakage.
Model-Agnostic
Swap underlying models per mind without rewiring the engine.
Compliance-Ready
SOC2-grade controls, audit logs, full PII isolation.
Multi-Surface
Web, mobile, voice, embedded — same engine, any front-end.
The hive is
already awake.
Every mind described above is running in production today. Pick a surface and put the hive to work.