AI-first Document AI • Agentic automation • RAG + evaluation Talk to us
RI Tech Solutions AI-first product & engineering

Early-stage • Pilot-led • No hype

Practical AI, built with you — not promised ahead of proof.

We help teams explore, prototype, and validate real-world AI solutions through focused pilot engagements. As patterns emerge, we turn what works into products.

We work iteratively—starting with discovery and validation, then moving to small, well-governed experiments before scaling. No hype: clear metrics, guardrails, and operational readiness.

Docs
Explain • extract • route
Agents
Automate with controls
RAG
Quality + evaluation
AI-powered agentic workflows
AI Workflow (4 steps)
1
Ingest
PDFs • images • tickets
2
Reason
RAG • tools • guardrails
3
Act
Draft • update • escalate
4
Measure
Eval • logs • outcomes
Privacy-first Observable Iterative

Three ways we deliver practical AI outcomes

A practical path: clarify the problem, ship an MVP, automate safely, and measure quality over time.

AI Strategy & Enablement

Identify high-ROI use cases (starting with documents and operations), define a roadmap, and set lightweight governance to move from pilots to production.

  • Use-case discovery + ROI modeling
  • Responsible AI + risk controls
  • Operating model + adoption
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Agentic Automation

Build agents and copilots that connect to your tools (email, ticketing, docs, data) to automate workflows—safely and reliably.

  • Tool use + integrations
  • Human-in-the-loop controls
  • Runbooks + guardrails
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Data & AI Engineering

Production-grade data pipelines, RAG systems, and evaluation frameworks to keep AI accurate, auditable, and measurable.

  • RAG pipelines + retrieval tuning
  • Evaluation + quality scoring
  • MLOps + monitoring
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Built for environments where reliability matters

We focus on systems where reliability, privacy, and auditability matter—especially when “close enough” isn’t good enough.

FintechPayments • risk • compliance
LogisticsOps • forecasting • workflows
RetailMobile • growth • platform
Public SectorGovernance • security • scale

Pragmatic, production-minded AI (not demos)

We prioritize outcomes: measurable impact, safe automation, and systems your teams can own and evolve. No black-box demos. No fragile prototypes.

✔ Security + privacy-conscious patterns
✔ Clear success metrics + evaluation
✔ Observability + operational readiness
✔ Incremental delivery (MVP → scale)

“The best AI systems feel like great software: reliable, measurable, and easy to run.”

— RI Tech Solutions

Want to see what AI can do for your team?

Tell us your goal (documents, ops, customer support, data). We’ll help you evaluate what’s feasible today and what’s worth exploring next—fast.