AI-Driven Analytical Tools | Pelio Studio
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ANALYTICS + DATA

AI‑Driven Tools (Web Apps)

Lightweight, reliable AI web apps with human‑in‑the‑loop control—clear UX, guardrails, and analytics.

DESCRIPTION

What this includes

Put AI to work where it matters—automating research, drafting, support, QA, and internal workflows with human‑in‑the‑loop control. We design lightweight, reliable web apps powered by modern LLMs and retrieval, wrapped in clear UX, guardrails, and analytics so teams move faster without sacrificing quality or security.

Overview
Key Highlights
6 items
What matters most—at a glance.
Deployed web app or repo with clean UX, authentication, and role permissions
System prompt + flow docs (intents, context windows, tools/connectors, fallback logic)
Evaluation suite with test set and regression checklist
Safety & privacy notes (data handling, redaction, rate limits, abuse handling)
Admin/config panel for knowledge sources, prompts, thresholds
Usage analytics (key events, success/error tracking, session metrics)
Content-linked
PROCESS

How we work

A transparent, outcome‑oriented workflow so you know what happens when.

  1. 1
    Opportunity discovery
    Prioritise high‑impact, low‑risk use cases.
  2. 2
    UX & solution design
    Flows, permissions, and success criteria.
  3. 3
    Prompt/flow engineering
    System prompts, tool use, retrieval, fallbacks.
  4. 4
    Prototype
    Validate value and interaction patterns quickly.
  5. 5
    Evaluation & guardrails
    Quality checks, safety, privacy, and limits.
  6. 6
    Production hardening
    Reliability, monitoring, and deployment.
  7. 7
    Handover
    Docs, training, and admin controls.
Project Steps
Aligned workflow
Step 01
Opportunity discovery
Step 02
UX & solution design
Step 03
Prompt/flow engineering
Step 04
Prototype
DELIVERABLES

What you receive

Clear, reusable assets you can ship, present, and scale.

  • Deployed web app or repo with clean UX, authentication, and role permissions
  • System prompt + flow docs (intents, context windows, tools/connectors, fallback logic)
  • Evaluation suite with test set and regression checklist
  • Safety & privacy notes (data handling, redaction, rate limits, abuse handling)
  • Admin/config panel for knowledge sources, prompts, thresholds
  • Usage analytics (key events, success/error tracking, session metrics)
  • User onboarding & help (quick‑start, FAQs, support workflows)
  • Roadmap recommendations for next‑step integrations and scaling.
Final Package
Ready to use
Deployed web app or repo with clean UX, authentication, and role permissions
System prompt + flow docs (intents, context windows, tools/connectors, fallback logic)
Evaluation suite with test set and regression checklist
Safety & privacy notes (data handling, redaction, rate limits, abuse handling)

OUTCOMES

Hours saved

Automate repetitive tasks with measurable gains.

Governed safety

Guardrails and policies baked into UX.

Proof to production

From validated prototype to reliable tool.

Ready to get started?

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