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ai software development services

AI software development services that ship production systems you own.

Gaper builds custom AI software end to end: discovery, workflow map, the data and connector layer, evals, sandbox, and human-gated go-live. We deploy supervised AI agents into your existing systems and hand over the code, evals, and runbook for your team to own.

Map the workflowBuild the supervised agentSandbox, verify, go live
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In one sentence

AI software development services design, build, integrate, and deploy custom AI systems and agents into your existing stack, end to end. Gaper delivers production software that runs on your data and auth, on OpenAI, Claude, or Gemini, and hands over the code, evals, and runbook for your team to own.

ProductionNot another demo
Model-agnostic
In your cloudYour auth, your data
You own itCode, evals, runbook
Why this matters

Most AI projects stall between a working demo and a system that survives real data, real edge cases, and real users in production. The integration, evals, and governance that close that gap are the part that decides whether the software is ever used.

Production filter
  • Does it touch real systems?
  • Can the outcome be measured?
  • Where does human approval stay?
  • Who owns it after launch?
Free AI assessment

Book a free assessment. We will identify one high-leverage workflow, make the build-vs-buy call, and scope the smallest production release.

Map your first production agent
How we work

From strategy to production, owned by your team.

  1. 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.

  2. 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.

  3. 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.

  4. 04

    Sandbox, verify, go live

    We launch in a sandbox, verify every run, then move into supervised production with traces, rollback, and an owner.

What we build

Agents wired into the systems you already run.

Custom AI systems

AI software scoped from your real workflows, SOPs, portals, inboxes, and spreadsheets, then built into repeatable production runs.

Retrieval & knowledge

Grounded answers over your documents and data, with citations and freshness, so the system holds up under production load.

Tool & API actions

Software that takes action: update the CRM, file the ticket, reconcile the ledger, wired in through your APIs and MCP.

Evals & human gates

Automated evals, policy guardrails, and approvals on signatures, submissions, and other consequential actions before they run.

Observability

Traces, cost, and quality dashboards so you can see exactly what the system did, when, and why.

Security & handover

SSO, RBAC, PII redaction, and audit trails, plus a documented codebase your team can own and extend.

Built into production, not bolted on

We deploy where your data lives: your cloud, your auth, and your controls. The software inherits your security posture instead of widening your attack surface.

  • Runs in your environment or ours
  • SSO, RBAC, and audit logging
  • No data retention you did not ask for
Deploy target
OpenAIOpenAIClaudeClaudeGeminiGeminiSalesforceSalesforceSnowflakeSnowflakePostgresPostgres
SSORBACAudit logCloud

Delivered like the rest of your software

AI should not be a science project. We build with version control, tests, monitoring, and rollback, so what we deliver is maintainable by your team long after launch.

  • Version-controlled and tested
  • Monitored in production
  • Documented for handover
Ship pipeline
  1. 01Scopeworkflow mappeddone
  2. 02Buildagent + toolsdone
  3. 03Evaluatesuite greendone
  4. 04Shiplive in prodlive

p95 latency 1.2s

eval pass 12/12

rollback ready

You own the code, evals, and runbook

A forward-deployed team works alongside yours and hands over a system you fully control. No black box, no lock-in, no workflow trapped outside your stack.

  • Clean, documented codebase
  • Evals and runbook included
  • Extend it without us
Handover state
handoff packageCode, runbook, evals, dashboard
owned by your team
Source repoRunbookEval suiteOwner training

Access your auth

Data your environment

Ops monitor or handoff

Model and stack agnostic
OpenAIClaudeGeminiMCPYour APIsSnowflakeSalesforcePostgres
FAQ

Questions buyers ask us.

What do AI software development services include?+
Gaper covers the full path: discovery, a workflow map, the data and connector layer, evals, guardrails, a sandbox launch, and a human-gated go-live. You receive a production AI system wired into your existing tools, plus the code, evals, and runbook to own it.
How do you deploy the software into our stack?+
We deploy where your data lives. The system runs in your cloud or ours, on your data and auth, integrated through your APIs and MCP, with SSO, RBAC, PII redaction, and full audit logging. For regulated workloads it stays inside your security boundary.
Which models and stacks do you build on?+
We are model- and infrastructure-agnostic: OpenAI, Claude, Gemini, and open models, deployed in your cloud and integrated through your existing APIs, databases, and MCP tools. We pick the model that fits the job, not a fixed vendor.
How long does it take to ship?+
A first working build can land in as little as 24 hours for a scoped use case. Full production timelines depend on integration and governance needs, which we scope up front, typically weeks, not quarters.
Production AI agents, shipped with an owner

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.

Build, deploy, runYour cloudYou own the code