Last updated 07-27-2026
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Trelent
Trelent is a private data science and automation platform for workflows that involve sensitive information in regulated industries. It deploys self-hosted AI infrastructure inside your own cloud so files, databases, and agent workflows never leave your environment. The stack covers data ingestion, semantic search, and multi-step agent orchestration as three connected layers.
Most enterprise AI vendors sell seats on a shared cloud and hand you a chat interface. Trelent takes the opposite bet: a forward-deployed engineering team embeds with yours, builds production workflows on private infrastructure, and ties later pricing to measurable business outcomes instead of token counts. That model fits compliance-heavy teams who cannot send client data to a third-party API.
Financial services firms, law practices, and cybersecurity teams use it for client onboarding, financial statement scanning, and legal document review. BPO partners also route regulated client workflows through Trelent when the work sits above standard language-based tasks. Engagements start with a 2 to 4 month proof phase before scaling to outcome-based contracts.
Three self-hosted layers: data ingestion, intelligent search, and agent orchestration in your VPC
Stage 1 engagements run 2 to 4 months at $10k to $25k per month with dedicated engineering support
Connects S3, GCS, Azure Blob, Google Drive, SharePoint, PDFs, video, and real-time streams
Stage 2 pricing links to business metrics like clients onboarded or fixes resolved
Forward-deployed engineers embed for 1 to 2 weeks to build workflows with your team
Claims zero bytes leave your environment with 100% self-hosted deployment
Self-hosted deployment keeps sensitive data inside your cloud with zero external data transfer.
Outcome-based Stage 2 pricing aligns vendor cost with measurable business results.
Forward-deployed engineers build production workflows in weeks, not months-long internal projects.
Three-layer stack covers ingestion, semantic search, and multi-agent orchestration in one platform.
Stage 1 pricing starts at $10,000 per month, well above typical self-serve AI tools.
No self-serve signup; every engagement requires a demo and sales conversation.
The /about page returns a 404, so company background details are limited on the site.
How much does Trelent cost?
Trelent Stage 1 engagements run 2 to 4 months at $10,000 to $25,000 per month based on scope, with dedicated engineering support included. After ROI is proven, Stage 2 shifts to outcome-based pricing tied to metrics like clients onboarded or fixes resolved.
Is Trelent self-hosted?
Yes. Trelent deploys entirely inside your cloud environment. The platform page states that zero bytes leave your environment and all three layers run in your VPC with full audit logs and access controls.
What data sources does Trelent connect to?
Trelent ingests data from S3, GCS, Azure Blob, Google Drive, SharePoint, PDFs and documents, video and audio files, and real-time streams. Its ingestion layer transforms these sources into structured, LLM-ready context without moving data off your infrastructure.
What industries does Trelent serve?
Trelent targets regulated industries including financial services, legal, and cybersecurity. Its homepage highlights client onboarding, financial intelligence, and legal intelligence as core use cases built for compliance-heavy workflows.
How long is a Trelent engagement?
Trelent follows a three-phase model: 1 to 2 weeks of discovery, a 2 to 4 month build and validate stage, then ongoing scaling under outcome-based pricing. The proof phase delivers a working solution in days or weeks rather than months.
Does Trelent offer outcome-based pricing?
Yes. After the Stage 1 retainer proves ROI, Trelent shifts to Stage 2 pricing linked to meaningful business metrics. Examples on its pricing page include clients onboarded and fixes resolved, with cost scaling alongside realized impact.