Colter turns your data, goals, tools, and tribal knowledge into focused AI specialists.
They understand your business, work across your systems, and improve from real outcomes.
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data, apps, docs, decisions
orchestrate agents
specialists, tools, handoffs
Bring together data lakes, SaaS tools, documents, messages, examples, and decisions.
Shape local models and AI workers around your goals, workflows, standards, and tribal knowledge.
Measure work against company standards, learn from outcomes, and keep improving the specialists you own.
Connectors, normalized data, memory, tools, agent jobs, approvals, model choice, and evaluation belong in one coherent system.
Run many specific agents with roles, tool access, retries, reviews, schedules, handoffs, and shared context.
Use local models, frontier models, and training loops so value compounds into intelligence your company controls.
Learns From
Apps + Docs
Improves With
Every Outcome
Ask questions, reconcile records, draft replies, classify tickets, monitor pipelines, schedule reviews, route approvals, and trigger handoffs with evidence your team can review.
See Examples ↗Compare agent work against company rules, past approvals, real outcomes, and benchmark tasks before it reaches a customer, teammate, or business system.