The AI multiplier for an existing business.
A parallel intelligence layer that scales output without scaling headcount. Factor2 captures institutional knowledge, augments judgment, and compounds leverage over time.
What it is
A second-order operating layer for applied AI
Factor2 is built to ship working systems, capturing knowledge, augmenting decisions, automating repeatable work, and compounding advantage over time.
Intelligence capture
Map how work actually flows: where decisions happen, where time is wasted, and where context lives in people's heads. Then make it explicit and machine-usable.
Augmentation, not replacement
AI handles repetitive cognitive work and surfaces the right context at the moment of decision. Humans retain strategy, accountability, judgment, and relationships.
Workflow-embedded automation
Factor2 goes where work already happens: internal tools, dashboards, content systems, sales/ops/finance/support workflows, not “yet another app.”
Compounding systems
Unlike one-off automations, Factor2 systems learn and improve with usage, accumulating institutional knowledge and becoming more valuable over time.
Measurable leverage
Reduce decision latency, inconsistency, and errors, while increasing throughput and quality without linear increases in headcount, cost, or complexity.
Designed as a system
Most companies “add AI” through tools and pilots. Factor2 treats AI as an operating layer: coherent, governed, integrated, and built to endure.
How it works
From scattered AI experiments to durable capability
Factor2 is designed as a system: capture → augment → automate → compound.
Factory 1
Your existing operation
The people and processes that run the business today. People, processes, systems, revenue.
Factor2
The intelligence layer
Multiplies what Factory 1 can produce. Factor implies multiplication and compounding. 2 implies a second-order operating layer, not a replacement.
01
Discover and map
Understand how the organization really operates: workflows, decision points, bottlenecks, and where judgment and context live.
02
Encode institutional knowledge
Turn fragile, undocumented expertise into reusable, versioned workflows, data structures, and evaluation loops.
03
Build and embed
Deploy applied AI systems directly into the tools and surfaces your teams already use, with clear ownership and governance.
04
Operate and compound
Iterate in production. Improve with usage. Accumulate memory and patterns so the system becomes more valuable over time.
Why this works
Most organizations try to “add AI” by buying tools, running pilots, and asking teams to use ChatGPT. The result is fragmentation, not leverage.
Factor2 treats AI as an operating layer: coherent, integrated, and built to improve in production.
What changes
- Expertise becomes reusable (not trapped in people’s heads).
- Decisions get better context, faster.
- Repeatable work becomes automated by default.
- Output scales without linear coordination overhead.
Who it's for
Built for real complexity
Factor2 is designed for organizations already operating at scale, where judgment and context matter, and expectations keep rising.
Media companies
Embed intelligence into editorial, audience, and revenue workflows, while preserving judgment and brand standards.
- Content ops + QA
- Audience insights on demand
- Sales enablement + packaging
Agencies
Make delivery repeatable without making it rigid. Automate the boring parts and keep humans for nuance.
- Briefs → drafts → approvals
- Reusable playbooks
- Faster turnaround
Professional services
Turn high-context knowledge into systems: better drafts, better analysis, better client responsiveness.
- Research + synthesis
- Proposal + memo drafting
- Institutional memory
Ops, finance, and support
Reduce decision latency and error by surfacing context at the moment it matters.
- Requests + triage
- Policy and SOP lookup
- Fewer handoffs
The underlying problem
Most businesses scale linearly, but expectations do not. Hiring more people increases cost, coordination overhead, and inconsistency. Factor2 changes the equation by encoding best practices into systems and making intelligence reusable.
Pricing
Pricing built for adoption.
Unlimited users. Predictable licensing. Usage-based AI compute.
Core License
Starting at $120,000 / year
The AI operating layer for your business.
- Unlimited users
- Workflow + knowledge ingestion
- Model routing (best model per task)
- Governance, audit logs, admin controls
- Onboarding + enablement included
Annual contract. Multi-year pricing available.
AI Compute Credits
Prepaid. Billed against usage.
Scale adoption without surprise costs.
- Shared credit pool across the organization
- Bundles starting at $25,000
- Premium model access available
- Usage reporting + guardrails
Credits scale with usage, not headcount.
Enterprise
Custom
For complex environments and higher assurance.
- Dedicated environments / higher isolation
- Advanced integrations (data warehouse, internal systems)
- Custom SLAs and support
- Security review support
What you get with Factor2
- Embedded in real workflows (not pilots)
- Central governance + controls
- Model-agnostic routing
- Institutional knowledge capture
- Measurable leverage
- Improves in production
Ready to run a Factor2 alongside your Factory 1?
We'll map workflows, ship the first system, then compound capability.
How we engage
Built to ship, then compound
Engagements typically include discovery and mapping, system design and build, deployment and iteration, and ongoing operation and improvement.
Strategic partner
Discovery, workflow mapping, leverage-point identification, and system design, aligned to real business outcomes.
- Operating model
- Prioritization
- Governance + guardrails
Systems builder
Design and ship applied AI systems embedded into your workflows, integrated with your tools and data.
- Prototypes → production
- Integrations
- Evaluation + iteration
Operating layer
A long-term function-in-a-box: run Factor2 alongside your core operation to compound capability over time.
- Ongoing operation
- Continuous improvement
- Institutional memory
FAQ
Common questions
If you want, we can tailor the site copy to your specific vertical and workflows.
Is Factor2 a tool, a product, or a team?▾
Factor2 is an operating layer. It can show up as systems you run in your existing tools, and as an ongoing capability (a function-in-a-box) that builds and operates those systems over time.
Does Factor2 replace people or teams?▾
No. Factor2 is designed for augmentation. Humans own strategy, accountability, judgment, and relationships. AI handles scale, speed, and memory.
How is this different from “using ChatGPT at work”?▾
Ad hoc usage creates fragmentation. Factor2 treats AI as a system: it captures how work really happens, encodes knowledge into workflows and software, embeds AI where work already happens, and improves in production.
What kinds of organizations are a fit?▾
Teams already operating at scale with real complexity: media, agencies, professional services, and other knowledge-heavy businesses where context and judgment matter.
Is it really unlimited users?▾
Yes. Adoption is the point. Pricing scales on the annual license plus compute usage, not seats.
What determines the Core License price?▾
Core License pricing reflects complexity, workflow scope, integration and security requirements, and the level of support needed.
How do credits work?▾
Credits are a prepaid pool billed against usage. Reporting is transparent, with guardrails in place to control overages.
Can we use premium models?▾
Yes. Premium models are available through credits, and routing selects the right model for each job.
Do you offer pilots?▾
We start with a scoped deployment that becomes production, not a throwaway pilot.
What does onboarding look like?▾
Onboarding starts with discovery and workflow mapping, then ships the first system into a live workflow, then scales with governance.
What security standards do you support?▾
We support standard enterprise controls at a high level, including SSO, RBAC, audit logs, and administrative governance.
Is Factor2 a consultancy or a SaaS tool?▾
Neither. Factor2 is not a generic AI consultancy, a slide-deck strategy shop, a prompt-writing service, a single SaaS tool, an innovation lab doing demos, or “AI transformation theatre.” It’s an applied AI operating layer that ships working systems into your existing workflows.
Next step
Run a Factor2 alongside your Factory 1
If you want to explore fit, send your email and (optionally) what kind of workflows you want to multiply.
Ship working systems.Compound capability.
Typical engagements start with discovery and workflow mapping, then move into system build, deployment, and ongoing operation. The goal isn't experimentation—it's durable capability.