Grounded AI for complex product work
Forge gives your teams the power of autonomous AI, grounded in your company's products, customers, technical knowledge, and competitive context.
- Grounded in Product Intelligence
- Built for multi-step work
- Finished deliverables
Two days early, and the only work left is the three calls that need you.
Rapidflare's AI environment for complex, open-ended work
Unlike an AI Agent built to perform one defined workflow, Forge can work across files, research, data, code, and multiple steps to take a task from an initial goal to a finished deliverable.
And because Forge is built on Rapidflare Product Intelligence, its work can be grounded in your company's actual products, technical documentation, applications, customers, and competitive knowledge.
General-purpose AI starts with a prompt.
Forge starts with your Product Intelligence.
Where most AI tools stop at an answer, Forge keeps going until the work is done
An answer is the first tenth of the work.
Not just answer the next question.
Do the work.
Turn Product Intelligence into finished work
Research & competitive analysis
Go beyond a single product comparison. Forge can research competitors, evaluate product portfolios, analyze applications and positioning, and bring internal product knowledge together with external information.
- Analyze a competitor's product portfolio
- Build detailed competitive comparisons
- Identify product positioning opportunities
- Research target markets and applications
- Create competitive battlecards
Research competitors → compare products → analyze technical differences → identify positioning → build the battlecard
Weeks of tabs, distilled into the three things worth acting on.
Presentations & sales materials
Turn product knowledge, technical information, customer context, and research into finished sales and enablement materials.
- Customer presentations
- Prospecting decks
- Product launch decks
- Competitive presentations
- Executive briefings
- Sales enablement materials
Research the account → understand the application → match relevant products → find supporting evidence → create the presentation
Slide one is the only one you still write yourself.
Channel enablement & training
Create materials that help distributors, resellers, field teams, and partners understand and sell complex products.
- Product training guides
- FAE enablement materials
- Distributor playbooks
- Step-by-step technical guides
- Product family training
- Partner-specific content
Understand the product family → identify selection criteria → structure the training → produce the final material
Your best explanation, teachable at channel scale.
Personalized GTM content
Create relevant outreach and sales content using actual product fit rather than generic personalization.
- Account-specific outreach
- Event and tradeshow campaigns
- Prospect research
- Product-specific messaging
- Account-specific value propositions
- Sales prospecting materials
Research the account → map product fit → draft the message → tailor it per account
Personalized by product fit, not by first name.
Product & technical content
Turn trusted product knowledge into content without starting every project from a blank page.
- Product positioning
- Launch content
- Technical comparisons
- Press materials
- Product briefs
- Internal documentation
Pull the trusted facts → structure the piece → draft with citations → hand off for review
Never a blank page, and never an uncited claim.
Code & integrations
Work from your real technical documentation to create code and workflows connected to your systems.
- API integrations
- Scripts
- Data workflows
- Internal tools
- Product-data utilities
- Workflow automation
Read your documentation → write the integration → test against real data → deliver working code
Written against your documentation, tested before you see it.
Powerful AI is useful, and powerful AI that knows your products is more useful
General-purpose AI can create impressive work. But when the task depends on technical specifications, product relationships, competitive positioning, internal knowledge, or customer-specific context, generic output is not enough.
Forge combines autonomous AI capabilities with your company's Product Intelligence. That means the work it produces can be grounded in:
Forge doesn't just know how to do the work.
It has the product context required to do the work well.
From objective to deliverable
Give Forge an objective
Start with the work you want completed, not a sequence of individual prompts.
Forge works across the task
Forge can break complex objectives into multiple steps and work across the information required to complete them, all as part of the same workflow.
Product Intelligence keeps the work grounded
Forge has access to the same trusted Product Intelligence that powers Rapidflare, so the work reflects what your company sells, supports, and knows, rather than relying solely on general model knowledge.
Get a finished deliverable
The outcome isn't another chat response. It can be the thing you needed.
Two ways to put Product Intelligence to work
For repeatable workflows
Use AI Agents when the job is known and happens repeatedly.
- Help a customer select a product
- Answer a technical support question
- Cross-reference a competitor part
- Generate a proposal
- Help a distributor navigate the catalog
Defined workflow → repeatable experience
Explore AI Agents →For complex, open-ended work
Use Forge when the objective is clear, but getting there requires research, reasoning, creation, tools, and multiple steps.
- Research an entire competitive category
- Create a customized customer presentation
- Build channel training materials
- Analyze a new market
- Create code against your APIs
- Execute a multi-stage GTM project
Defined objective → autonomous execution
Forge brings Product Intelligence into the work performed across your organization
Sales
Create account research, presentations, competitive materials, and prospect-specific content.
Product marketing
Research markets, build positioning, create launches, and turn technical product knowledge into campaigns.
Field application engineers
Create technical materials, analyze applications, and build customer-specific enablement.
Channel teams
Generate distributor training, reseller materials, and partner-specific product guidance.
Customer success
Analyze requirements, build customer materials, support proposals, and turn technical knowledge into usable deliverables.
Generic AI becomes less reliable as product complexity increases
A semiconductor, security, electronics, or industrial technology company may need an AI system to reason across thousands of products, technical specifications, applications, documentation, and competitive relationships before it can create useful work. That context is what Rapidflare already understands.
Product Intelligence gives Forge the facts. Forge turns those facts into work.
Frequently asked questions
What is Rapidflare Forge?
Forge is Rapidflare's AI environment for complex, multi-step work. It combines autonomous AI capabilities with Rapidflare Product Intelligence so teams can research, analyze, create, and execute using trusted company and product knowledge.
How is Forge different from a general-purpose AI assistant?
General-purpose AI primarily works from the information provided in a conversation and its general model knowledge. Forge is designed to work across multi-step tasks while using Rapidflare Product Intelligence to ground the work in your company's products, technical documentation, applications, and other trusted knowledge.
How is Forge different from Rapidflare AI Agents?
AI Agents are designed around repeatable product workflows such as product selection, technical support, and cross-reference. Forge is designed for open-ended objectives where the path to the outcome can involve multiple steps, tools, research, analysis, and creation.
What can Forge create?
Forge can support work including presentations, competitive analysis, product and sales content, channel training materials, research, technical documentation, code, API integrations, and other complex deliverables.
Who is Forge built for?
Forge is designed for teams working with complex product knowledge, including sales, product marketing, field application engineering, channel, customer success, and other technical or go-to-market organizations.
Bring the flexibility of autonomous AI together with the trusted Product Intelligence behind your company
From research to analysis to finished work.
See Forge in action