Bespoke AI for B2B SaaS

Embed AI into your SaaS product — so it can answer, analyse and act

We embed in-product AI support, domain intelligence, conversational reporting and agentic workflows into your existing platform — connected to your data, permissions and business rules.

We integrate AI support, reporting and agentic workflows into your existing product.

See working SaaS implementations. No generic AI sales deck.

Embedded in your product and brand · Tenant-aware and permission-aware · Reusable foundation with bespoke integration

Stylised sketch of AI embedded in a SaaS product: a user question answered with a source reference, a reporting chart, and a suggested workflow action awaiting approval
In production — recreated from live SaaS implementations; client identity withheld.

Already implemented in live workforce and global payroll SaaS platforms

In-product AI supportConversational reportingAgentic workflow automation
The capabilities

From answers to action

A single AI foundation can power multiple high-value capabilities inside your product.

In-Product AI Support

Help users understand and operate your software using approved product knowledge and user context.

How do I create a roster?How do I configure a pay group?How do I create an employee?
Domain & Compliance Intelligence

Combine your product knowledge with approved public and proprietary sources to provide source-linked, country-specific answers.

How should payroll be calculated in Portugal?What visa rules apply in Ireland?

Source references · Jurisdiction awareness · Update dates · Governance

AI Reporting & Insights

Let users ask questions about authorised tenant data and receive answers, tables, charts and analysis.

How many employees do we have?Who is absent today?Why did payroll costs increase this month?

Conversational reporting across authorised tenant data.

Agentic Workflow Automation

Use AI agents to analyse data, constraints and business rules and recommend or execute controlled multi-step workflows.

Create next week’s optimal roster within budget while maintaining required coverage and skills.

AI proposes and executes controlled workflows with approval and auditability.

Embedded

Built into your product, not beside it

Your user interface and brand
Your authentication
Your tenant model
Your permissions
Your APIs
Your databases
Your workflows
Your business rules
Your hosting and governance requirements

“This becomes part of your SaaS product — not another tool your customers need to open.”

Stylised sketch of an agentic workflow inside a SaaS product: the AI proposes a multi-step action plan and waits for an approval step before executing
In production — recreated from a live SaaS implementation; client identity withheld.
Proof

Built from real SaaS implementations

Workforce Management SaaS
  • In-product AI support
  • Natural-language tenant reporting
  • AI-assisted roster generation
  • Roster optimisation using coverage, cost, skills and attendance constraints
Global Payroll Management Platform
  • In-product AI support
  • Country-specific compliance intelligence
  • Product and payroll knowledge retrieval
  • Source-linked answers across internal and approved external sources
Stylised sketch of conversational reporting inside a SaaS product: a plain-language question about tenant data answered with a chart and a summary table
In production — recreated from a live SaaS implementation; client identity withheld.
Cross-industry

The same AI foundation can serve different SaaS products

Workforce SaaS
Support
“How do I create a roster?”
Reporting
“Who is absent today?”
Action
“Build next week’s optimal roster.”
Payroll SaaS
Support
“How do I configure a pay group?”
Reporting
“Which payrolls contain exceptions?”
Action
“Propose the next resolution steps.”
Hotel / Hospitality SaaS
Support
“How do I configure pet-friendly rooms?”
Reporting
“Which properties are underperforming?”
Action
“Recommend pricing and occupancy improvements.”
Your SaaS product
Support
“How do I configure [your feature]?”
Reporting
“Which [accounts / orders / cases] need attention today?”
Action
“Propose the next best action for [this customer].”
The foundation

Bespoke where your product is different. Reusable where it saves time and risk.

Reusable platform capabilities
  • Knowledge connectors
  • Tenant-aware data access
  • Permission-aware AI
  • Agent patterns
  • Tool and API integration
  • Evaluation and quality controls
  • Usage monitoring
  • Administration
  • Auditability
  • Model flexibility
  • Hosting flexibility
Customised per implementation
  • Domain
  • Product UX
  • Business rules
  • Data model
  • Integrations
  • Workflows
How we work

Start with one valuable AI capability

1
Discover

Identify the strongest AI use case based on customer value and business impact.

2
Prove

Build a working proof of value using realistic scenarios and agreed success criteria.

3
Integrate

Connect the AI capability to the product’s authentication, UX, tenant model, data and workflows.

4
Run & Expand

Operate, monitor and improve the solution and add further AI capabilities over time.

Is this the right fit?

Best suited for established SaaS products

Designed for
  • Established B2B SaaS products
  • Existing users, data and workflows
  • A product or engineering owner
  • A clear opportunity in support, analytics, compliance or automation
  • Companies adding AI as a product capability
What this is not
  • Idea-stage startups without a live product
  • Generic personal chatbots
  • Cheap self-service AI tools
  • One-off experiments with no product integration
  • Staff augmentation only
Engagement

Commercial structure

Most engagements combine a one-off implementation, an annual software licence and optional managed hosting and support. Product-specific integrations and custom workflows are scoped separately.

FAQ

AI Product Layer for SaaS: frequently asked questions

Do you provide a ready-made product or custom development?

A reusable AI foundation is combined with bespoke product integration. Core capabilities are reusable, while product UX, data, permissions, workflows and domain logic are customised.

Can this work with our existing SaaS product?

Yes. The primary use case is adding AI to an existing product rather than building a new application from scratch.

Does the AI respect tenant and user permissions?

Yes. Permission-aware access is treated as a first-class architectural requirement.

Can you connect to our existing databases and APIs?

Yes. The solution can integrate with APIs, databases, Microsoft 365, SharePoint, Confluence and other approved systems depending on the product.

Can the solution use external sources?

Yes. Approved public and proprietary sources can be incorporated with source references, jurisdiction awareness and governance controls.

Can the AI take actions?

Yes. Agentic workflows can be implemented with explicit permissions, approval steps and auditability.

How is the solution priced?

Most engagements combine a one-off implementation, an annual software licence and optional managed hosting and support. Product-specific integrations and custom workflows are scoped separately.

How do we get started?

Start with a private walkthrough and identify one high-value capability to prove inside your product.

See how AI could work inside your SaaS product

We’ll show you relevant working flows, explain the architecture and map the fastest first use case to your product.

2026 © Netfully Ltd | Privacy Policy | Cookies Policy | Terms & Conditions