Enterprise AI development services that reach the system of record.

Enterprise AI development services are the end-to-end engineering of AI systems that meet enterprise requirements for security, identity, data residency, and integration with the system of record. They go beyond a model or a prototype to include the retrieval layer, the eval and guardrail harness, SSO and role-based access, observability, and the deployment topology your security team will approve. At Resourcifi the work is led by a named senior engineer from our in-house team and is built to be operated by your platform team after handoff.

We engineer for production from the first commit instead of treating it as a later phase. That means a defined write path to the system of record, SSO and RBAC wired in early, a three-layer eval gate in CI, observability with a fast rollback, and a documented runbook. We run it on a 90-day cadence that takes one high-value workflow from a signed data contract to a deployed, evaluated, access-controlled system.

We build and document to SOC 2 Trust Services Criteria and the ISO 27001 Annex A control set, scoped to your auditor and your information security management system. We do not claim a certification on your behalf, because the certification belongs to your environment and your audit. What we deliver is a system engineered to those controls, with the access logging, change management, data classification, and evidence collection your audit will sample.

You choose from three topologies. We deploy into your own VPC on AWS, Azure, or GCP behind your IAM and network controls; or we stand up and operate a dedicated single-tenant environment to your policy; or we run the entire stack fully on-prem and air-gapped on self-hosted open models with no outbound API calls. In every option your data and model traffic stay where your policy requires and you hold the keys.

We design to the Act's risk-tier model and classify each system you build with us into the correct tier, then engineer the obligations that tier carries. The high-risk obligations for stand-alone Annex III systems were deferred to December 2027, and embedded-product obligations to August 2028, under the 2026 Digital Omnibus agreement, so we build to the controls without front-loading a deadline that is not yet in force. The classification and the control mapping are documented so your compliance team can pick them up directly.

Single sign-on and role-based access control are built in from day one. We integrate SAML or OIDC against your identity provider, such as Okta, Entra ID, Ping, or Google Workspace, with SCIM so access follows your joiner-mover-leaver process. The model inherits the requesting user's permissions and is enforced at the data layer, so it can never read or write something that user could not, and every prompt, retrieval, and write is attributed to a real identity in your logs.

We run a scoped, paid pilot rather than a free trial, because the pilot produces a real, evaluated, access-controlled system you keep, not a throwaway proof of concept. Pricing follows a global delivery model with rates that run typically about 70% below comparable onshore rates, with the same named senior ownership throughout. The first scoping workshop produces a written statement of work so the cost and the exit of each stage are clear before you commit to the next.

Resourcifi was founded in 2017 and holds Clutch 4.9 of 5, with 600+ projects delivered and 95% repeat clients, all of which holds up to procurement diligence. Every engagement is led by a named senior engineer from our 200+ in-house experts, not a subcontracted bench, and our delivery runs on a documented, repeatable quality system with AWS, Google, and Microsoft partner standing. The track record and the in-house senior ownership are what get our work past enterprise security review and into the system of record.