Service
AI Integration & API Engineering Services
The model works, but it cannot reach your data?
Integration is where most AI projects actually fail. VelvoAI builds the connective layer — authentication, sync, error handling and audit trails — between AI systems and the software your business already depends on, including the systems old enough to have no API at all.
Built by VelvoAI, an independent AI systems studio. One engineer scopes and writes every system.
What the system does
- Compatible
- Legacy
- Safe retries
- Idempotent
- Every write
- Audited
- ComponentREST
- ComponentGraphQL
- ComponentWebhooks
- ComponentDocker
- ComponentPostgres
The problem
Why this keeps costing you
Your operational reality is a CRM, an ERP, a scheduling tool, a billing platform, some spreadsheets, and at least one system old enough that its documentation is a PDF from 2011. AI vendors assume clean modern APIs. The gap between that assumption and your stack is the project.
What we build
Inside an AI integration layer we ship
- Bidirectional sync between AI systems and CRM, ERP, and operational databases
- Legacy system integration via SOAP, flat files, SFTP, or direct database access
- Secure credential handling with OAuth, service accounts, and rotation
- Idempotent writes and reconciliation so retries never duplicate records
- Rate limit handling, backoff, and queueing under load
- Complete audit logging of every read and write for compliance review
How we approach it
The part most implementations skip
We build integrations that expect failure. Third-party APIs go down, rate-limit, and change without warning. Queued writes, idempotency keys, retry policies, and reconciliation jobs are standard, not extras — because a sync that silently drops records erodes trust in the whole system.
Deliverables
What you actually receive
Every VelvoAI engagement ends with working software you own, not a slide deck. Here is what ships with an AI integration layer.
How a build runs, step by step- D.01Integration map showing every system, direction, and field mapping
- D.02Deployed connectors with staging and production environments
- D.03Monitoring on sync health, lag, and failure rates
- D.04Reconciliation reports proving both sides agree
- D.05Credential and access documentation for your security review
By industry
AI Integrations in your sector
AI Integrations, applied to the workflows and rules of the sectors we work with most.
Common Questions
01Our main system has no modern API. Is it hopeless?
Rarely. Scheduled database reads, file exports over SFTP, and even robotic UI automation are all viable when nothing better exists. It changes the latency and the design, not the feasibility.
02How do you handle our security requirements?
Least-privilege service accounts, secrets in a managed vault, encryption in transit and at rest, and audit logs your team can inspect. If you need everything inside your own VPC, we deploy there.
03What if a third-party API changes?
Contract tests run against every integration on a schedule, so a breaking change surfaces as an alert rather than as a user reporting missing data three weeks later.
Related services
Often built alongside this
- Written by
- Usman Ali, Founder
- Last reviewed
Next step
Ready to scale operations without more busywork?
Bring the workflow, lead leak, reporting gap or knowledge bottleneck. You talk to the engineer who would build it, and leave knowing what it would take to ship.
Free, no obligation.