AI software built end to end, then handed to you to own.
Gaper designs, builds, and deploys custom AI systems and supervised production agents inside your existing stack. We ship the code, evals, and runbook to you, so the system runs in your cloud on your data and you own every line.
AI software development services are an end-to-end engagement where Gaper designs, builds, and deploys a custom AI system or agent into your existing software and cloud. We work model-agnostic on OpenAI, Claude, or Gemini, then hand over the code, evals, and runbook for your team to own and operate.
OpenAI
Claude
GeminiModel-agnosticMost AI software work stalls in pilots or ships as a black box you can never maintain. You get a demo, not a production system, and no clear path to running it yourself.
- Does it touch real systems?
- Can the outcome be measured?
- Where does human approval stay?
- Who owns it after launch?
Book a free assessment. We will identify one high-leverage workflow, make the build-vs-buy call, and scope the smallest production release.
From strategy to production, owned by your team.
- 01
Map the workflow
We start from the documents, SOPs, portals, inboxes, and spreadsheets your team already uses, then turn the repeatable path into an agent workflow map.
- 02
Build the supervised agent
We build on OpenAI, Claude, Gemini, or the right model for the job, with evals, guardrails, citations, and human approval gates where risk matters.
- 03
Connect the stack
The agent gets the data layer, APIs, MCP tools, auth, and write-backs it needs to finish work inside your systems, not beside them.
- 04
Sandbox, verify, go live
We launch in a sandbox, verify every run, then move into supervised production with traces, rollback, and an owner.
Agents wired into the systems you already run.
Custom AI systems, end to end
We scope the use case, build the system, and deploy it into your existing software. One team owns design through production, so nothing falls between a strategy deck and an engineering backlog.
Supervised production agents
We build agents that take real actions in your workflows with human-in-the-loop checkpoints, guardrails, and rollback. Supervised by default so you ship to production without losing control.
Model-agnostic engineering
We build on OpenAI, Claude, or Gemini and pick the model that fits the task, cost, and latency. No lock-in to a single provider, and you can swap models as the work evolves.
Runs in your cloud, on your data
The system deploys into your own cloud and auth, against your data and systems of record. Nothing routes through a Gaper-hosted black box, and your security boundary stays intact.
Evals and observability built in
Every system ships with an eval suite that scores quality before release and traces, logs, and metrics after. You can measure accuracy, catch regressions, and prove the system works.
Full handover and ownership
We deliver the source code, evals, and an operating runbook to your team. You own and run the system, and we can stay on for support, but you are never dependent on us to keep it live.
From scope to a production system
Our arc is Design, Build, Deploy. We start by scoping a real use case with measurable outcomes, build the AI system against your data and systems, and deploy it into production with supervision and guardrails. The first working version can be live in as little as 24 hours, and we iterate against evals from there.
- Design the use case, data flow, and success metrics before any code
- Build and integrate the system into your existing stack and auth
- Deploy supervised to production with rollback and monitoring
- 01Scopeworkflow mappeddone
- 02Buildagent + toolsdone
- 03Evaluatesuite greendone
- 04Shiplive in prodlive
p95 latency 1.2s
eval pass 12/12
rollback ready
You own the code, evals, and runbook
This is not a managed black box. Everything we build ships to you: source code in your repos, an eval suite that scores quality, and a runbook that tells your team how to operate, debug, and extend the system. You can keep us on for support or run it entirely in-house, and either way the asset is yours.
- Source code delivered to your repositories, not locked behind our service
- Eval suite so quality is measured, not assumed
- Operating runbook so your team can run and extend it
Access your auth
Data your environment
Ops monitor or handoff
Built to run safely in production
Production AI needs more than a prompt. We add human-in-the-loop checkpoints on consequential actions, guardrails on what the system can do, and full observability so you can see every decision. Releases pass eval gates before they ship, and you keep the controls to pause or roll back.
- Human-in-the-loop checkpoints on high-stakes actions
- Guardrails and permissions scoped to your policies
- Traces, logs, and eval gates on every release
- 01Eval suiteknown + edge casespass
- 02Policy checkguardrails enforcedpass
- 03Human fallbacklow-confidence routedhold
- 04Releaseshipped to prodlive
p95 latency 1.2s
eval pass 12/12
rollback ready
Questions buyers ask us.
What do AI software development services from Gaper actually deliver?+
Do you build and deploy the system, or do you staff out developers to us?+
Which AI models and cloud do you use?+
How fast can a system go live?+
Ready to deploy your first agent?
Book a free 30-minute assessment. We'll map the highest-leverage workflow and scope the smallest thing worth shipping, live in as little as 24 hours.