AI Models
AI for SaaS

Ship AI features your customers feel on day one.

Add copilots, smart search, summarisation and automation to your product with one API — and keep improving them as models get better.

SaaS assistant
Summarise this customer’s last 30 days of activity for their account manager.
Usage grew steadily, two new teams onboarded, and one integration error recurred three times. Suggested next step: offer a quick integration health check.
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The challenge

What holds saas teams back

  • Roadmap pressure

    Customers expect AI everywhere, and your team is already at capacity.

  • Unpredictable quality

    One model is great at summaries but poor at extraction, and switching is costly.

  • Margin anxiety

    AI features that delight users can quietly erode unit economics.

Use cases

Six ways to put AI to work, today

Ship intelligent features your customers feel on day one.

  • In-app copilot

    A context-aware assistant that knows your product and each user’s data.

  • Smart search

    Natural-language search across records, docs and activity.

  • Auto-summaries

    Digest threads, tickets and reports into crisp highlights.

  • Onboarding guides

    Personalised setup that adapts to every new account.

  • Support deflection

    Answer how-to questions inside the product, instantly.

  • Workflow automation

    Agents that complete multi-step tasks on users’ behalf.

How it works

From first prompt to everyday workflow

  1. 01

    Prototype

    Shape the feature in the playground with real customer examples.

  2. 02

    Integrate

    Export to code and stream responses into your UI.

  3. 03

    Personalise

    Add memory and skills grounded in each tenant’s data.

  4. 04

    Measure

    Track usage and quality by feature, key and customer.

Agents & skills

Agents built for saas

Give an agent a goal and it plans the steps, uses the skills you grant and reports back — with approvals wherever you want a human in the loop.

  • In-app copilot: A context-aware assistant that knows your product and each user’s data.
  • Smart search: Natural-language search across records, docs and activity.
  • Auto-summaries: Digest threads, tickets and reports into crisp highlights.
Explore agents
Agent run · live
  1. Understand

    Intent & context

    Done
  2. Plan

    Break into steps

    Done
  3. Act

    Run skills & tools

    Running
  4. Deliver

    Verified result

    Queued
Outcomes

What changes when you switch it on

  • Outcome 1

    Launch in a sprint

    A familiar API and streaming responses shorten build time dramatically.

  • Outcome 2

    Quality that compounds

    Routing picks the best model per feature, and improves as the catalogue grows.

  • Outcome 3

    Costs you can plan

    Plan allowances plus usage-based overage keep spend predictable.

Under the hood

Foundational models, plus proprietary architecture

Every leading open model family, made sharper by the layer we built around them.

  • Routing

    The best model for each request, automatically.

  • Memory

    Your saas context, remembered securely.

  • Skills

    Search, read, write and call your own tools.

  • Agents

    Goal-driven workers with guardrails.

Security posture

All controls healthy

Continuously monitored

  • Encryption in transit & at rest
  • SSO & scoped API keys
  • Audit logs for every action
  • Your data never trains shared models
Security & control

Enterprise-grade from day one

  • Your data is never used to train shared models
  • Encryption in transit and at rest
  • Roles, scoped API keys and approval steps
  • Audit logs, SSO and private deployment options on higher plans
FAQ

SaaS questions, answered

Can I keep each customer’s data separate?

Yes. Scope memory and keys per tenant so context never crosses accounts.

Will my features break when models change?

No. Pin a model for stability or use auto-routing to benefit from improvements automatically.

Is there a revenue-share option?

Yes, the Scale plan includes a revenue-share billing option for AI features you resell.

How fast can we ship?

Many teams have a working feature in the first day, thanks to the playground-to-code export.