FeatureStream logoFeatureStream
Formerly AgenticLib

The Product Management OS for AI Agent Builders

Turn customer requests, agent behaviour analytics and competitor signals by domain and use case into a dynamic product roadmap.

Built for product managers, product owners and product creators within AI Agent companies.

Trusted by teams shipping AI agents
LamigoDexifyRalfi AILamigoDexifyRalfi AI
Why FeatureStream

Context-aware product management for teams building AI agents.

FeatureStream combines customers requests, lost deal notes, support tickets, agent behaviour, user analytics as well as competitor signals to advise on product feature opportunities ranked by impact as well as use case cluster expansions by vertical.

Built to streamline the process involved in creating an agentic product.

FeatureStream
FeatureStream
Product Catalogue
Reasoning insights
Knowledge compounding
Integration with observability platforms

The Process.

FSDB
01
Integrations with all the tools in your environment.
  • ·Observability platforms - to understand agent behaviour
  • ·CRM & Note-taking tools - to understand lost deal notes
  • ·Customer support/ticketing platforms - to understand customer feedback and requests
  • ·Usage Analytics platforms - to understand how a user interacts with your agent
02
Matched against market signals.
Your private context is matched against our feature taxonomy, then compared to competitor signals within the same use case and business domain, showing exactly which competitors have shipped what, where it counts.
03
Product Roadmap Elements.
FeatureStream surfaces four kinds of opportunities as required: new product features, use case expansions, agentic fixes, and UI fixes - all in the same roadmap.
#1#2#3JiraCatalogue
04
The Product Owner stays in control.
Every item in the roadmap is ranked by impact. Nothing ships without the approval of the product owner - reject what doesn't fit, approve what does, and it flows straight to Jira and the FeatureStream product catalogue.
Supported by
Blackbird VCBlackbird VC GiantsUniversity of Sydney Genesis
Product Catalogue

Keep track of every product detail with the Product Catalogue.

The product owner gets a full view of every feature: customer requests, use cases, revenue and time impact metrics, Planned, In Development and Shipped status updates, and prompt and version changelogs.

From the same record, generate PRDs, UI wireframes, implementation specs, agentic fix specs, release notes and post-launch evaluation specs without switching tools or copying context.

PlannedIn DevelopmentShipped
FeatureStream

FeatureStream creates product specifications tailored to each iteration and build cycle.

PRDs (with written specs and flowcharts)
UI design reviews and wireframing
Agentic Fixes spec

Post-launch evaluation.

FeatureStream measures post-launch impact directly tying the implementation of new product features and product error fixes to revenue, customer satisfaction and product usage analytics.

Post-launch evaluation spec

WHAT YOU GET

Our analytics lead you to successful outcomes

01

Product Feature Analytics

Know exactly which features get you cited. Scored across security, integrations, pricing, and capability — mapped to the use case that matters for your buyers.

02

Brand & Use Case Benchmarking

See where rivals outrank you — and why. Share of voice by use case, who owns each buying moment, and what it takes to close the gap.

03

Sentiment & Brand Coverage

Hear what LLMs actually say about you. The words, tone, and tags used when a buyer asks Claude or GPT to recommend an agent like yours.

04

LLM Visibility Playbook

Your playbook for getting cited by Claude and GPT. Grounded in what's actually indexed today through citations supported by Parallel.ai.

05

Competitive Intelligence

Continuously monitor hundreds of competitor websites, detect changes over time, and automatically alert users when a competitor ships a product feature.

+47%

Got Questions?

Frequently Asked Questions

The Product Catalogue is the core of FeatureStream — one permanent record per feature or use case, tracking its full lifecycle: idea, evidence, PRD, in development, shipped, fixed, and evaluated. Every entry links back to the original evidence that justified it, carries a predicted revenue or time impact tag, and once shipped, a realised-outcome tag. The roadmap is simply a filtered view of the catalogue — not a separate database.

FeatureStream connects customer requests, lost-deal notes, support tickets, competitor signals by use case cluster, Jira (for status sync), local architecture and KAG context, and observability platforms — starting with Langfuse, which surfaces agent traces, latency, token cost, completion rate, eval scores, and hallucination signals.

Every output comes from the same catalogue record: a PRD with agentic workflow flowchart, an agentic fix spec (pointed at one diagnosed issue — e.g. '40% drop-off at step 3, likely cause: prompt ambiguity, suggested fix: X'), implementation specs with diagrams, UI/design wireframes, release notes framed around agent behaviour outcomes, a post-launch evaluation spec that feeds back as a new realised-outcome tag, and a prompt/version changelog pairing every change with before-and-after metrics.

The copilot is a conversational layer on top of the catalogue for brainstorming and refining an opportunity before committing it to the roadmap. It draws on three sources: your Product Catalogue via local RAG (tagged with realised outcomes), your architecture and KAG context, and public competitor and market signals weighted by evidence count. It produces sharper revenue and impact estimates — not generic priority scores. Predictive forecasting is a future roadmap item, not a current capability.

Those tools do parts of this well. Productboard handles roadmap discovery; Amplitude Agent Analytics handles diagnostics. FeatureStream connects the full loop — diagnosis, evidence, decision, build, ship, re-evaluate — on a single catalogue record, built specifically for AI agent builders who need product and agent behaviour managed in the same place. The differentiation is the assembled loop, not any single feature.

We currently cover vertical domains (skincare, insurance, legal, construction), horizontal functions (sales, marketing), and tech capability domains. If your domain isn't listed, request it below.