Haiva - Plug-and-Play AI Adaptive Agents for APIs & Databases

@rajamurugan_krishnasamy Thank you so much for the thoughtful feedback and great questions!

You're absolutely right—Haiva’s Adaptive Agents are designed to streamline exactly those kinds of repetitive tasks, including QA loops, CI/CD feedback, test case generation, and more. We’ve seen promising early use cases in QA automation where agents handle regression test orchestration and environment validation with API-level granularity.

To address your questions:

Integration into QA Pipelines:

Agents can be triggered via API calls, webhooks, or schedulers—making them easy to integrate into CI/CD workflows like GitHub Actions, Jenkins, or Azure DevOps. You can also chain agents for complex validations.

Configuration Before Deployment:

There’s zero code or training, but yes—minimal configuration is needed:

1. Define the data/API sources

2. Choose an intent (or bring your own prompt)

3. Add constraints/policies if needed (e.g., test-only endpoints, rate limits)

Sandboxing & Validation:

We fully support sandbox environments. You can deploy agents in test mode, where they use mock or test datasets and only simulate responses—ideal for QA and compliance checks before touching production systems.

Security & Auditability:

Security is paramount. While “100% secure” sets the bar high, we back it with:

• No data movement (data stays at source)

• End-to-end encryption

• Role-based access controls

• Activity & audit logs per agent

We’re also pursuing SOC2 compliance and can provide internal test audit logs upon request.

Appreciate you trying out the playground! We'd love to demo how these agents can fit into your QA or DevOps workflows and hear more about your expectations. Let’s keep the conversation going!

– Saldin & Team Haiva

@jawid_nazir Thank you so much for the kind wishes and encouragement!

We’re deeply aligned with your vision—making AI integration seamless, powerful, and accessible to all, without the barriers of code or complexity.

At Haiva, we believe that innovation and simplicity can go hand in hand—and that everyone should be able to harness intelligent, multilingual AI agents to supercharge their operations.

Appreciate your support as we work toward that future together!

– Saldin & Team Haiva

@yuvaraj_subramani Thank you so much for the incredible support and thoughtful words!

You’ve captured the essence of what we set out to build with Haiva—Adaptive Agents that combine speed, security, and context-awareness without the usual overhead of code, data pipelines, or model ops.

We’re especially glad you highlighted the impact across SaaS, support, and internal operations—those are exactly the teams we see gaining time, accuracy, and agility with Haiva’s plug-and-play automation.

There’s so much more coming—from deeper decision intelligence to collaborative agent networks—and your support energizes us to keep pushing boundaries.

Truly grateful to have you with us on this journey!

- Saldin & Team Haiva

@shraddha_puttaswamy Thank you so much for this deeply insightful note—really appreciate you highlighting both the opportunity and the very real considerations around healthcare systems like the NHS.

You’re absolutely right: frontline and admin teams are under enormous pressure, and our goal with Haiva is to ease that burden without adding technical complexity or compliance risks.

Data Governance & GDPR

Haiva is designed around a zero data movement architecture. Agents don’t store or replicate data. Instead, they make secure, real-time API/database calls using TLS encryption, fine-grained role permissions, and field-level masking for sensitive records (e.g., patient identifiers, clinical notes).

For GDPR and patient data governance:

• Data access is read-only unless explicitly permitted

• Full audit logs of every agent action

• Configurable policies to limit PII exposure

• Works within existing sandbox/test environments during validation

Integration with NHS/EHR/PAS Systems

Yes—Haiva is built to be interoperable across both legacy and modern systems.

• For legacy systems, we support connector overlays (e.g., REST wrappers over SOAP, JDBC, HL7 bridges)

• For modern EHR/PAS (like Cerner, Epic, NHS Spine), we can plug into FHIR-compatible endpoints or custom APIs and

• Agents can operate via messaging layers like MS Teams or WhatsApp—ideal for frontline deployment

Accuracy & Auditability

• Agent responses can be validated pre-deployment in sandbox environments

• Admins have full visibility into what the agent "sees" and "says"

• Audit trails are first-class citizens in Haiva—we log input/output, timestamp, source, and action taken per agent session

• Optional manual overrides or “approval before action” modes are available for high-sensitivity use cases

If we can empower NHS departments to reduce triage time, automate follow-ups, and answer patient/staff queries in real time—without introducing risk or overhead—then we truly believe Adaptive Agents can be a game-changer.

We’d love the opportunity to go deeper into a healthcare-specific demo or use case if helpful. Thank you again for your thoughtful engagement!

@medzapip Thank you so much! 🙏

We truly appreciate your support—and you're spot on: making powerful AI accessible without technical barriers is core to our mission with Haiva.

On data security for sensitive sources:

Haiva follows a zero data movement approach—agents never store or replicate data. They connect securely to your existing APIs and databases using encrypted channels (TLS 1.2+), and all interactions happen in real time with no persistence of data on our side.

Key security measures include:

• OAuth2 / API Key–based authentication

• Role-based access controls

• IP whitelisting and request throttling

• Field-level filtering & masking for sensitive attributes

• Detailed audit logs of agent interactions

We're also working toward SOC2 compliance and enterprise-grade security certifications. If you're working with regulated data (e.g., healthcare, finance), we're happy to show how sandboxing and policy constraints ensure that agents operate safely within your existing governance frameworks.

Thanks again—it means a lot coming from someone who sees both the ambition and the value! Always open to feedback and deeper discussion.

– Saldin & Team Haiva

@supa_l thank you

@deepa_jammi Thank you so much for the kind words and encouragement!

We’re thrilled to hear the no-code, voice-enabled, multilingual agent approach resonates with you—that’s exactly the kind of simplicity and speed we aimed for with Haiva.

Seamless integration with APIs and databases + real-time analytics = rapid automation without the usual complexity.

We’re just getting started, and your support means a lot as we continue evolving the platform.
Let’s stay connected—appreciate you being part of the journey!
- Saldin & Team Haiva