Anpu Labs designs and ships AI agents, workflow automation, and cloud infrastructure for public sector agencies, enterprise IT, and growing product teams. We hand over systems your engineers can run without us.
Every engagement starts with an assessment and ends with documentation, runbooks, and handover.
Task-scoped agents with defined tool access, evaluation harnesses, and human review gates on anything consequential.
Document intake, routing, reconciliation, and reporting work removed from inboxes and spreadsheets.
Custom models trained and evaluated on your data, with documented baselines and a defined retraining path.
ETL pipelines that consolidate scattered sources into one governed warehouse your analysts can query.
Assessment, hardening, and continuous scanning wired into the deploy pipeline instead of run quarterly.
CI/CD, infrastructure-as-code, and observability so releases are routine rather than events.
Two weeks on site or remote. We map systems, watch the actual work, and quantify where hours and money go. You get a written backlog with effort and risk per item.
Two-week increments against the top of that backlog. Every increment ships to a real environment with tests, monitoring, and a rollback path.
Runbooks, architecture notes, and paired sessions with your engineers. The measure of a finished project is that you stop needing us.
Most AI pilots stall at procurement or security review, not at the model. We design for the audit trail from the first sprint: data residency, access control, evaluation results, and rollback paths ship as deliverables.
FedRAMP-aligned services, data residency, audit trails
HIPAA-compliant handling of PHI end to end
Model documentation and change control for examiners
Legacy integration without a big-bang rewrite
Document intake, exception handling, scheduling
One senior team instead of three part-time vendors
Every engagement opens with a two-week assessment: we map the systems, interview the people doing the work, and return a prioritized backlog with effort and risk attached. Fixed price, and you keep the output whether or not we continue.
Yes. We build on AWS, Azure, and GCP and deploy into your accounts under your IAM policies. We do not resell infrastructure or take a margin on your cloud spend.
You get the repositories, the infrastructure-as-code, the runbooks, and a working session with your engineers. Support retainers are available but never required to operate what we built.
We work within FedRAMP-authorized services, support data residency constraints, and provide the security documentation review boards ask for. We can subcontract under an existing prime if that is the cleaner path.
If the workflow you want automated takes your team under two hours a week, an assessment will probably tell you not to build it. We will say so on the call rather than after the invoice.
Fixed scope. You get a systems map, a prioritized automation backlog, and a security gap list, whether or not you build with us.
