AI Product Development
Production AI, shipped in weeks. Not a pilot. A working system.
We build the AI systems your operations need. Workflow agents, voice automation, computer vision, predictive models. End to end ownership, fixed scope, full handover.
Most AI work in market today is a demo wrapped in a deck. We build production grade systems. Workflow agents that automate the back office. Voice agents that handle inbound and outbound calls. Computer vision systems that hold up on a real production line.
Every build runs the same playbook: scope to the outcome, ship in weeks not quarters, hand over a system your team can own. The team of 10 that delivered the payments platform with zero outages in 2+ years is the same kind of team that delivers your AI build.
No mystery, no theatre, no hidden bills. Outcome aligned, fixed price, full handover.
Three ways we build.
From a focused two-agent pack to a multi-agent platform, every engagement runs on the same outcome first discipline.
Six to eight weeks
Workflow Agent Pack
Two production agents on top of your unstructured data. Document intelligence, ticket triage, RFP drafting, contract review. Live in six weeks, not six quarters. Fixed price.
Book a workshop to scope yoursSix to eight weeks
Voice AI Starter
Production voice agents on the same stack the category leaders use, integrated with your CRM and telephony. Healthcare clinics, professional services, dental, salons.
See how Converge worksScoped engagement
Custom AI Build
Larger systems, multiple agents, deeper integrations, computer vision pipelines. Same outcome first PM and XP discipline, scaled to the size of the problem.
Talk to usBuilt with and trusted by
- ElevenLabs
- Twilio
- Google Cloud
- AWS
- Anthropic
- OpenAI
- PostgreSQL
- Spring Boot
Case study
Bubbles platform
A 12 month roadmap delivered in 3 months. Profitability horizon cut from 5 years to under 2. Fixed scope, fixed price, AI native delivery.
- To deliver a 12-month roadmap
- 3 months
- To profitability (was 5)
- <2 yrs
- Outcome aligned
- Fixed price
Frequently asked questions
How do you keep AI builds in budget?
We scope to the outcome, not the feature. The first deliverable is a working agent in production, not a slide deck. Fixed scope, fixed price.
What happens after you hand it over?
You own the code, the documentation, and the deployment. We can stay on retained for ongoing optimisation, or fully exit. Most clients keep us on a small retainer for the first quarter.
How do you handle data privacy?
Data stays in your environment. We work in your tenant or VPC. We never train on your data. Where appropriate we use on-prem inference for sensitive workloads.
Which models do you use?
Whichever model fits the job. Anthropic, OpenAI, open weights, hosted or local. Model choice is a design decision, not a religious one.
Do you do prototypes?
Only as a step toward production, never as a deliverable. A pilot that does not ship is the problem we exist to solve.