AI-Native Development Operations
ProductIntel replaces Jira, Confluence, ServiceNow, and your competitive intelligence stack with a single AI-native platform. 21 modules. 21 AI agents. Full traceability. A fraction of the cost.
21
Modules
6 capability groups
21
AI Agents
orchestrated via AgentWeave
1/50th
The Cost
vs enterprise tool stack
100%
Traceable
every AI decision explained
Mid-market teams spend $200K–$1M/year on disconnected tools that don't talk to each other. Then they spend more connecting them.
Jira for work, Confluence for docs, ServiceNow for cases, Gong for intelligence, Salesforce for CRM. Five logins, five data silos, five invoices.
Legacy tools are adding AI features as afterthoughts. A chatbot in Jira doesn't know about your Confluence docs. Nothing is connected.
Small teams can't afford competitive analysts, ML ops engineers, or AI strategists. Enterprise tools assume you already have them.
Six capability groups. One knowledge graph.
Every module feeds a shared knowledge graph. A support case informs a story. A story triggers agent execution. Agent output trains the intelligence layer. Nothing exists in isolation.
Your daily operating environment. AI-powered work management, sprint boards, knowledge base, and case management — replacing Jira, Confluence, and ServiceNow in one unified space.
Define your AI agents and compose them into teams. Set strategy, assign supervisors, configure guardrails, and export configurations to Claude Code, Cursor, and Copilot.
Automated competitive intelligence, strategic research, and behavioral learning. The capabilities a small team can't afford to hire for.
Your business context. Company profile, CRM-lite with AI-powered health scoring, and an external-facing RAG chatbot — all connected to your knowledge graph.
Monitor, measure, and optimize your AI workforce in real-time. Trace every inference, A/B test team configurations, benchmark performance, and right-size model costs.
Agent registry, model configuration, demo data generation, and system administration. Everything is data-driven — no code changes required.
Every module can be enabled, disabled, or swapped — from the admin UI, no deploy required.
Every decision point presents an AI recommendation before manual controls. You approve — you don't operate.
Open your Work page and AI tells you what needs attention, why it matters, and what to do about it. Cost estimates, risk assessments, and recommended actions — before you ask.
Your product knowledge powers every AI decision. Architecture, conventions, API patterns, and business rules feed a RAG pipeline that gives agents near-expert understanding.
Every AI response includes what was retrieved, what the model received, and a plain-English explanation of why. Inference Inspector makes AI auditable for non-technical stakeholders.
Manage AI agents like employees. Compose teams, set strategy (quality vs speed vs cost), assign supervisors, track performance, and A/B test configurations.
Not multi-tenant. Each company forks the repo and owns their instance. Toggle modules, customize agents, swap models — all data-driven from the admin UI.
Replace a $200K–$1M enterprise tool stack with a single platform at a fraction of the cost. AI token costs are dropping 100x while per-seat SaaS prices keep rising.
AI that gets smarter the more you tell it.
ProductIntel's AI works out of the box — but it works dramatically better with your product context. Choose how much to share based on your timeline.
Answer 17 key questions about your product, team, and tech stack. AI starts recommending immediately — no documents needed.
Upload or write 5 core documents: Architecture, Conventions, API Patterns, Business Rules, and Testing Strategy. AI operates at near-expert level.
Point a local agent at your codebase. It scans repo structure, configs, and patterns, then auto-generates documentation in the right format.
Enter your website URL. AI scrapes public pages, extracts product info, identifies your market, and builds an initial context profile.
Every AI recommendation, agent execution, and triage decision draws from your Context Engine. With zero context, agents make generic suggestions. With Quick Start context, they understand your domain. With full documentation, they follow your team's actual conventions and business rules — making fewer mistakes and requiring less review.
21 AI agents. One knowledge graph. Full traceability.
ProductIntel's AgentWeave framework orchestrates specialized AI agents through a shared knowledge graph. Each agent has scoped tool access, logs every decision, and passes only lightweight pointers — never full documents.
Discovery → Analyst → Prototype → Persona → Product Owner
Observer · Librarian · Co-pilot · +12 more agents
Product knowledge → RAG pipeline → Agent context injection
Tiered onboarding: 17-field quickstart to full documentation
STORY ←→ DOC ←→ CASE ←→ REQUEST ←→ API
Typed directional edges · Confidence scoring
85+ tables · Full-text + vector search · Embedding pipeline
Built in the open. Shipping fast.
ProductIntel is under active development. Here's what's shipped, what's in progress, and where we're headed.
Unified artifact model + knowledge graph
AgentWeave engine with 21 specialized agents
AI triage with recommendations on Work page
Context Engine with tiered onboarding
AI Workforce: roster, teams, strategy, supervisor, export
Training Arena for A/B testing team configs
Inference Inspector + Model Calibration
Consumer Chat (external RAG chatbot)
Personal AI Co-pilot (floating widget)
Anti-platform architecture (fork and customize)
Feature requests + public roadmap + voting
NPS / CSAT surveys with analytics
Autonomous agent execution pipeline
Budget-aware smart assignment
Release notes auto-generation
Adaptive UI — interface reshapes based on your role
Code import agent (scan repo, auto-generate docs)
Website crawler onboarding
Industry Intelligence feeds (Reddit, HN, RSS)
Deal pipeline + revenue attribution to features
Dark mode verification + mobile polish
Agent coders that build features from backlog stories
Multi-tenancy + smooth deployment pipeline
Marketplace for agent templates and modules
Encrypted embeddings for sensitive IP
Open source release
Built with
Replace your tool stack, not your budget.
We're working with early design partners to shape pricing. The goal: 1/50th the cost of the enterprise tools you're replacing.
Coming Soon
Self-hosted, full platform access
TBD
We host, manage, and customize for you
TBD
For teams with complex requirements
Ready to see it in action?
Tell us about your team and we'll set up a personalized demo — or take our self-guided tour to explore the platform yourself.
Self-guided demo tour — no signup required
Full platform access — all 21 modules, no feature gates
Your own fork to customize and deploy
5-minute Quick Start onboarding