FastBytes is the founding sponsor of TeamSpec — the open specification for enterprise AI agents. We maintain the standard and provide the advisory services to help your organization meet it.
Every mature engineering discipline has a specification layer — a precise definition of what compliance looks like, independent of any implementation. TeamSpec is that layer for enterprise AI agents.
Every team building AI agents makes different decisions about authority, trust, failure handling, and observability. Those decisions are invisible until something goes wrong — a message sent without approval, a model acting on data it shouldn't have accessed, a failure that cascades silently with no audit trail. Without a shared specification, compliance is a matter of luck and discipline, not architecture.
Grounded in peer-reviewed research on intelligent AI delegation (arXiv:2602.11865) and refined with practitioner input from FastBytes, TeamSpec specifies seven dimensions every production-grade agent must satisfy. The spec is open source, platform-agnostic, and community maintained at teamspec.ai.
Can your agent break complex goals into actionable sub-tasks? Does it dynamically adapt when conditions change mid-execution?
Clear, enforceable authority boundaries. What the agent can do autonomously vs. what requires human approval — enforced structurally, not by prompt.
Data access scoping, content guardrails, prompt injection protection, and verification systems. The highest-weight dimension — enterprise deployment requires structural safety.
Detects when things go wrong. Defined recovery strategies: retry, queue, escalate to human, or gracefully halt with clear communication.
Users can clearly specify what they want. The agent communicates state, progress, and decisions in plain language. Ambiguous instructions are clarified before execution.
Handles concurrent agents, delegation chains, and parallel sub-task execution. Coordination protocols prevent conflicts and runaway resource consumption.
Full audit trail of every action. Humans can reconstruct any agent run completely from logs — what was done, why, and what decisions were made autonomously vs. escalated.
TeamSpec ships everything organizations need to adopt the standard. FastBytes helps you implement it.
The open standard. Seven dimensions, 100-point scale, platform-agnostic. Open source at teamspec.ai.
Forge is the TeamSpec execution layer. FastBytes helps organizations implement, configure, and integrate Forge into their agent stack.
AgentHub is the TeamSpec config registry. FastBytes helps organizations deploy, govern, and operationalize AgentHub at scale.
See Siggy — the TeamSpec reference implementation — evaluated across three platforms with honest dimension-by-dimension scores.
Understanding the specification is step one. Achieving compliance across all seven dimensions — in your stack, with your data, under your regulatory requirements — is where FastBytes advisory comes in.
We score your current agent implementations against all seven TeamSpec dimensions and produce a gap analysis — what you're missing, why it matters, and what to fix first.
We run your use case through the TeamSpec evaluation framework — the same methodology used in the Siggy case study — and give you an honest, evidence-based platform recommendation.
We design the authority model and safety architecture for your agent deployments — what agents can do autonomously, what requires human approval, and how access is scoped and enforced.
We implement logging, tracing, and audit trail infrastructure so your agent fleet is fully observable — every action, every decision, every delegation, fully reconstructable.
We establish clear organizational policies for AI agent usage — what's permitted, what's prohibited, how exceptions are handled, and how compliance is maintained as the technology evolves.
Monthly check-ins, on-call guidance for new agent initiatives, and continuous alignment with the evolving TeamSpec standard. We keep your compliance posture current as the spec grows.
TeamSpec is free and open source at teamspec.ai. FastBytes advisory helps you achieve compliance, design the right architecture, and keep pace as the standard evolves.