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AI product / SaaS / Content operations
Blogy AI Content Intelligence
An evidence-led operating system for modern content teams.
Project overview
Blogy AI is presented as a connected product system rather than a collection of generation tools. Research evidence, brand knowledge, editorial decisions and production status remain visible throughout the workflow.
- Challenge
- Content teams needed to coordinate search evidence, brand knowledge and production while keeping the workflow understandable and reviewable.
- Solution
- We designed the product model, AI orchestration, editorial workspace and measurement system as one traceable content operating environment.
01
The approach
Design the evidence model before the interface.
The work began by defining what every research signal, claim, source and editorial decision needed to retain. That domain model became the shared structure for product design, AI orchestration and operational review.
02
One workspace, multiple layers of confidence.
The interface keeps research, planning and production connected while preserving clear review points for people.
03
A product stack built for traceability.
Technology choices support structured evidence, explicit workflow state and controlled model behavior rather than hiding the system behind a single prompt.
- 01React
- 02TypeScript
- 03PostgreSQL
- 04Worker queues
- 05Retrieval
- 06Model orchestration
- 07Evaluation
04
From evidence to measurable production.
Four connected stages keep the experience understandable while giving specialist teams the depth they need.
- 01
Model the work
Define evidence, source, brand and editorial entities before shaping the screens.
- 02
Validate the decisions
Test how people inspect, approve and redirect AI-supported work.
- 03
Connect the workflow
Join research, planning, creation and optimization without silent handoffs.
- 04
Observe and improve
Preserve outcome signals so prompts, models and product behavior can evolve safely.
05
Connected system outcomes.
These values describe the delivered content architecture and its connected operating stages.
- 7 systems
- connected in one content workflow verified
- 4 stages
- from evidence to optimization verified
Client feedback
Customer feedback / verified
“The engagement showed how one connected team could move from product strategy into interface, engineering and growth without losing the original intent.”
Connected capabilities
Every discipline behind the result.
- 01Digital Strategy
A shared sequence of decisions, investments and measurable outcomes.
- 02UX Research & Experience Design
Clearer paths, fewer friction points and stronger product decisions.
- 03SaaS Product Development
A maintainable product that makes demanding work feel understandable.
- 04AI Platforms
Intelligence that is useful, explainable and connected to the task at hand.
- 05Workflow Automation
Less manual handling, more consistency and a reliable operating picture.
- 06Analytics & Measurement
Decisions supported by trustworthy signals rather than disconnected reports.
- 07Cloud & Infrastructure
A reliable delivery environment with clearer operations and fewer hidden dependencies.
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Have a connected challenge?
Let’s design the whole system together.
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