AI-augmented engineering
AI Software Development.
Custom software with AI built into the architecture — not bolted on afterward. Multi-agent systems, retrieval pipelines, MCP integrations, internal tools, dashboards. Delivered by a team that runs its own 45-blade compute fabric and signs every commit with a cryptographic audit chain.
What we build
AI-Native Software Builds
Custom apps with LLM agents, retrieval pipelines, vector stores, and orchestration baked in from day one.
Agentic Automations
Multi-agent workflows that ingest, deliberate, and ship — from data pipelines to client-facing dashboards.
MCP & Tool Integration
Model Context Protocol servers, custom tool adapters, and bridges between LLMs and your stack.
Custom Dashboards & Tools
Internal admin tools, analytics dashboards, ops consoles — modern Next.js + AI-augmented UX.
Secure-by-Default
Every build runs through TLN's cybersecurity discipline. Auth, secrets, audit chain — handled before you ask.
Cryptographic Provenance
Every line of generated code, every agent decision, signed via QSurface. Your team sees who/what/when.
Same fabric. Same audit chain. Same discipline.
Whether we're shipping you an AI agent, a custom dashboard, or a cybersecurity engagement — it runs on the same infrastructure with the same provenance receipts. One team. One trust model.