Purpose in motion
Telos Dynamics builds AI systems, custom software, and automation for organizations that need them to work in production — and to keep working once we're gone.
Behind the work
Capabilities
Narrow on purpose. Each of these carries the operational weight that usually gets deferred until it's expensive.
Retrieval-grounded agents that refuse when the answer isn't in the corpus. Graded against a fixed question set before anyone sees them, and red-teamed for prompt injection because a crawled corpus is an attack surface.
Web applications, internal tools, and integrations — with the networking, identity, secrets, and deployment pipeline built in the same engagement rather than bolted on before launch.
Intake, triage, routing, reporting. The processes still running on spreadsheets, forwarded email, and someone's memory get turned into something durable and observable.
Architecture review, AI governance and gateway standards, and enablement for the engineers who inherit the work. Judgment transfers or the system decays.
Method
A demo that impresses and a system that survives contact with real users are different artifacts. We build the second one.
Before building, we agree what would prove the system works — accuracy thresholds, refusal behavior, cost per interaction, the gate that decides go or no-go.
Infrastructure as code from the first commit. Every change moves through the same gates: lint, types, tests, security scan, deploy.
Evaluation run, security findings remediated, dashboards live, runbook written. Then your team operates it.
Products
We run our own products on the same standards we bring to client work. It's where the methods get tested before anyone pays for them.
An adaptive assessment platform. Turns self-discovery instruments into personalized, AI-generated reports and synthesis across an assessment pack.
A home for the things you mean to do — captured from anywhere, enriched automatically, and planned into actual trips.
A journaling system in five cadences, reading your own entries back to you against a charter you excavate from your history.
Contact
Engagements start with a conversation about the problem, not a proposal about us. Describe what you're dealing with and we'll tell you honestly whether we're the right people for it.
