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Helio Copilot · 2026.Q1

Upwork Top Rated Plus · Expert-Vetted

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SI ApplicationsLLM apps, agents, RAG, evals Custom SoftwareWeb, mobile, APIs, dashboards MLOps & SI InfraVector DBs, serving, observability SI-Augmented DesignResearch, prototyping, design systems SI-Driven QAEval harnesses, regression, red-team SI ConsultingStrategy, audit, roadmap Engagement tiersAudit · Build · Embedded team FAQCommon questions, answered

FintechPayments, risk, compliance TelecomNetwork & voice SI HealthcareHIPAA-grade systems E-commerceSearch, recs, support Real EstateValuation & lease SI SI SaaSCopilots & LLM features

All case studies25 case studies Case spotlightHelio Copilot · 2026.Q1 RecognitionUpwork Top Rated Plus · Expert-Vetted

Our processAudit → Build → Embed Engagement tiersScoped to your stage Evals & MLOpsEval-gated delivery

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SI project · Developer Tools · 2025

Scrum Gen

An SI agent that turns Jira chaos into sprint plans. Automates requirement processing, generates user stories, and learns sprint velocity over time.

Category: SI project
Client: Internal product
Year: 2025
Sector: Developer Tools
What we did: SI Agents, LLM Apps, Product Design

Scrum Gen

The challenge.

Engineering teams lost hours every sprint translating messy backlogs and stakeholder notes into structured, estimable work.

Scrum Gen

Our approach.

We built an autonomous planning agent that ingests requirements, drafts user stories with acceptance criteria, and calibrates estimates against each team's historical velocity. An eval harness scores every generated story against a rubric before it reaches a human.

Scrum Gen

The outcome.

Sprint planning that once took a half-day now takes minutes, with story quality that holds up in review.

Built with

Tech stack.

Tech stack

GPT-4o
LangGraph
pgvector
Jira API
Node.js

What we did

SI Agents
LLM Apps
Product Design

Available for new engagements

Have an SI system that needs to ship?

30 minutes, one of our seniors, no slide deck. By the end of the call you will know whether we are the right team, and if not, who is.

Get a production-readiness review Email info@octalcode.com

Or call +1 (512) 710-5701

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