Where it breaks today
Every team is bottlenecked by manual work
Went from 20 to 150 support tickets per day in 6 months - hiring can't keep up
SDRs spend most of their time on research and email writing, not actual conversations
By the time NPS drops or usage declines, clients have already decided to leave
100+ leads per day with inconsistent qualification - sales wastes time on poor-fit prospects
Every new customer requires manual onboarding - can't scale acquisition without scaling CS headcount
The fix
We automate Tier 1 support, SDR outreach, and customer health scoring so your GTM team triples output without tripling cost.
What it delivers
Outcomes, in production.
Where we start
Functions built for b2b saas & software.
Sales Intelligence
Cut email research from 20 minutes to 2. Automate lead scoring with 85%+ accuracy. Pre-call research done automatically. Your SDRs sell, not search.
Customer Support
Automate 70-85% of Tier 1 tickets. Detect churn before customers leave. Cut reporting from 20 hours to 2 minutes. Scale support without headcount.
Software Development
Cut PR wait time 50-60%. Generate tests to 80%+ coverage. Automate tech debt tracking, releases. Ship faster, fewer bugs. You own it.
Marketing Content
3x content output with the same team. One idea becomes 10+ assets across 6 platforms. Automate newsletters, trend discovery, and multi-channel distribution.
Questions
Common questions about AI for SaaS companies
How does this differ from building in-house?
In-house builds take 6-12 months of engineering time. We deploy in 4-6 weeks. Your engineers stay focused on product.
Can you work with our existing Salesforce and Zendesk setup?
Yes. We integrate with Salesforce, HubSpot, Zendesk, Intercom, Outreach, Gong, and the rest of your stack. No rip-and-replace.
What if we only need help with one area like support?
Most companies start with a single workflow. You see results in weeks, then expand to other teams when ready.
What results should we expect?
SaaS companies typically see 60-70% support ticket automation, 3x SDR productivity, and 10-20% churn reduction. Combined savings offset the investment within one quarter.
Do we own the system you build?
Yes. You own everything - system, data, logic. Sovereign, no vendor lock-in. We build your agents tailored to your stack.
Start here
Bring one workflow.
A 30-minute working call. We’ll map a b2b saas & software workflow to an agent stack and tell you honestly whether it’s worth building.
B2B SaaS & Software
Outcomes, owned by you.
Fixed-scope projects with Ability.ai. You own the system, data, and logic — sovereign, no vendor lock-in.
- No new headcount required
- Production-validated workflows
- Complete ownership transfer