Trusted intelligent systems for modern business.
TRUSOR builds trusted AI systems for growing professional services firms. Internal AI tools, document intelligence, and workflow automation, delivered with care.
What TRUSOR stands for
Built for clarity
Systems people understand, with decisions teams can trust.
Designed to scale
Practical foundations that grow as the business grows.
Operated with care
Steady delivery, clear communication, no surprises.
Operations don't scale as fast as the business.
Growth multiplies the small frictions. Data scatters across tools. Reports get stitched together by hand. Senior judgment work waits on operational chores that should run on their own.
Scattered information
Customer, finance, and project data live in different systems and rarely speak to each other. Decisions take longer than they should.
Reporting that drags
What should be a daily view of the business takes days to assemble, and is often out of date by the time it lands.
Operational drag
Senior people spend their best hours on low-value coordination, not on the judgment work that grows the business.
AI systems that survive real work.
TRUSOR builds internal AI tools, document intelligence, and workflow automation for growing professional services firms. Every engagement is measured, observable, and built for handoff.
Internal AI Assistants
Private, grounded question-answering over your firm's documents, policies, and knowledge base. Employees ask in natural language. Answers arrive with citations. Cannot invent information.
- Retrieval-Augmented Generation (RAG)
- Hybrid vector and keyword search
- Citation-enforced answers
- Evaluation harness with measurable quality metrics
- Deployed to your own environment
Document Intake and Review
Automated processing of incoming contracts, invoices, forms, resumes, and clinical records. Extracts what matters. Routes edge cases to human review.
- OCR and document parsing
- Confidence-scored extraction
- Rules layer for human-in-the-loop routing
- Audit log of every AI decision
- Ops dashboard for throughput and error tracking
AI-Assisted Workflow Automation
Multi-step business processes that combine AI steps with human decisions and existing tools. Not chatbots. Not agents. Pipelines that fit how your team actually works.
- Prompt engineering and orchestration
- Integrations with your CRM, calendar, and ticketing
- Human-in-the-loop for judgment calls
- Rollback and safety mechanisms
- Cost and quality monitoring
RAG Evaluation and Trust Layer
For teams with a proof-of-concept they cannot ship. We add the evaluation harness, grounding constraints, and observability that turn a demo into a production system.
- Golden test set curation
- Citation accuracy, abstention precision, and keyword recall metrics
- Observability and cost tracking
- Report on what needs to change before go-live
We also handle the underlying data infrastructure and cloud foundations these systems need to run reliably.
Focused work, built to last.
Four things shape every project we take on.
Direct accountability
One engineer owns the project from start to finish. The person who plans it is the same person who builds it.
Practical over flashy
We build what your team will actually use. The goal is steady operational improvement, not a demo that quietly retires after launch.
AI, data, and cloud under one roof
Most modernization work needs all three. Keeping them together means fewer handoffs, faster decisions, and one accountable owner.
Built for handoff
Your team owns what we build. Clean documentation, sensible code, and a clear path for your engineers to take it forward.
The Three I's of every engagement.
Every project we take on carries the same delivery promise. It's how we earn the right to work on the next one.
Included
You and your team are inside the work, not waiting outside it. We build, decide, and iterate together so the systems we ship reflect how your business actually runs.
Informed
Calm, proactive communication is the standard. Weekly written updates, clear decision logs, and risks flagged before they become problems.
Inspired
The best engagements leave your team thinking bigger. We design every step to grow your team's confidence and capability with the tools we ship.
Four steps, end to end.
Engagements follow a consistent rhythm so you always know where we are and what's next.
Listen
We start with a working session to understand what your business is trying to do, where the friction is, and what success looks like. No proposals before we understand the work.
Map
You get a written plan that names the outcome, the scope, the milestones, and how we'll know it worked. Read it, push back, refine. Then we agree to build.
Build
We deliver in short, visible increments. You see progress weekly. We adjust as the picture sharpens. Final delivery is when the system works in production.
Hand off
Documentation, training, and a clear path for your team to run what we built. The engagement ends when your team is confident, not when the hours are up.
Bring TRUSOR in early.
The best projects start with a conversation, not a brief. Tell us what you're trying to do and we'll tell you how we'd approach it. No deck required.
or write directly to hello@trusor.io