Spectr Software designs LLM infrastructure and agentic platforms for companies that need more than a demo — routing, orchestration, evaluation and control, engineered end to end.
Spectr Software is an AI product company. We work where language models stop being a novelty and start being infrastructure: the routing layer, the agent runtime, the evaluation loop, the cost and safety controls. Everything we ship is built to be observed, measured and owned by the people who run it.
We start from the business process, not from the model. If a simpler system solves it, we say so — and then we build the simpler system.
Frontier, open-weight or self-hosted — your architecture should survive the next model release. We design for substitution from day one.
Tracing, evaluations, budgets, fallbacks and audit trails are part of the first release, not a later project.
Both grew out of real deployments — first as internal tooling we needed ourselves, then as platforms we now build for our clients.
A single gateway in front of every model you use. One API, one bill, one policy layer — with routing that picks the right model for each request instead of the most expensive one.
An environment for building, running and supervising AI agents that actually do work — connected to your tools, your data and your rules, with a human in the loop wherever it matters.
Short cycles, working software early, and no hand-off at the end that leaves you with a black box.
Two weeks to map the process, the data and the constraints, and to define what “good” means in numbers.
A working slice on your real data — measured against a baseline, not against a slide deck.
Hardening, integration, observability and load testing until the system runs unattended.
Continuous evaluation, model updates and cost tuning — or a full handover to your team, documented.
Send a few lines about the task. You will get an honest answer about whether AI is the right tool for it — and, if it is, a concrete plan within a week.