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LLM Observability & Evaluation

How do I contact Future AGI for Enterprise (SOC2/HIPAA, on-prem/custom deployment, SLA) and what security info will they ask for?

Future AGI10 min read

LLMs are probabilistic, but your security, compliance, and uptime requirements are not. When you’re exploring Future AGI for SOC2/HIPAA workloads, on‑prem or VPC installs, or custom SLAs, the fastest path is to talk directly to the team with the right context and the right security details ready.

Quick Answer: Use the “Book a Demo” or “Contact Us” path on the Future AGI site for enterprise conversations, and be ready to share your compliance scope (SOC2/HIPAA), deployment constraints (cloud/on‑prem/VPC), data sensitivity, and SLA expectations so the team can match you to the right architecture and plan.


The Quick Overview

  • What It Is: An enterprise‑grade way to evaluate, optimize, and monitor LLM agents with the security, deployment model, and support guarantees large organizations need.
  • Who It Is For: Security‑conscious teams in regulated or high‑risk environments (healthcare, finance, legal, government, large SaaS) that need SOC2/HIPAA alignment, on‑prem or private cloud, and formal SLAs.
  • Core Problem Solved: You want to deploy accurate AI 10x faster, but you can’t move forward on a generic SaaS trial. You need clarity on security posture, data residency, compliance, and uptime before you integrate Future AGI into critical workflows.

How To Contact Future AGI for Enterprise

For SOC2/HIPAA, on‑prem/custom deployment, or SLA‑driven discussions, skip generic contact channels and go straight to the forms that route to the enterprise team.

  1. Use the Contact / Demo Flow

    • Go to: https://futureagi.com
    • Primary paths:
      • “Book a Demo” (top navigation)
      • “Get Started” / “Contact Us” (CTA buttons, including the one below)
    • These forms are wired to sales + solutions + security, which is where enterprise requests (SOC2, HIPAA, on‑prem, custom SLAs) are handled.
  2. What to Select / Mention on the Form In the message or “How can we help?” field, explicitly include:

    • “Enterprise evaluation – SOC2/HIPAA”
    • “On‑prem / VPC deployment requirements”
    • “Custom SLA (uptime, response times, support tiers)”
    • Any specific regulatory regimes (e.g., HITRUST, GDPR, PCI if relevant)

    This gets you routed to someone who can talk architecture, compliance, and procurement rather than a generic product walkthrough.

  3. What Happens After You Reach Out

    • Step 1 – Triage & Routing: Your request is tagged as enterprise/security.
    • Step 2 – Intro Call: Expect a 30–45 minute call with a combination of:
      • Account executive / founder
      • Solutions architect / applied scientist
      • Someone who can speak to security & compliance posture
    • Step 3 – Deep‑Dive Security Review: If there’s a fit, the team will:
      • Walk through deployment options (multi‑tenant SaaS, single‑tenant, VPC, on‑prem)
      • Share security documentation under NDA
      • Scope custom SLA and pricing
    • Step 4 – Pilot / POC: Usually tied to a concrete workflow (e.g., RAG agent, voice agent, summarization pipeline) so you can validate both accuracy and security fit.

What Security & Compliance Info Future AGI Will Typically Ask For

Enterprise buyers all want to see SOC2 / HIPAA posture, but the conversation is two‑sided. To design the right deployment, Future AGI needs to understand your risk profile in detail. You don’t have to have every answer on day one, but coming prepared with the items below will accelerate security review and POC setup.

1. Organizational & Regulatory Context

Future AGI will want to understand where you sit on the risk spectrum:

  • Industry / vertical
    • Healthcare / life sciences
    • Financial services / fintech
    • Legal / government
    • SaaS / B2B, etc.
  • Regulations that apply
    • SOC2 (Type II expectation, audit windows)
    • HIPAA (and whether you need a BAA)
    • GDPR / data subject rights
    • Any others (e.g., ISO 27001, HITRUST, PCI, FERPA)

Be ready to answer:

  • “Which regulations explicitly apply to this workload?”
  • “Do you require vendor attestations (SOC2 report) or formal certifications?”
  • “Do you require a BAA for this use case?”

2. Data Sensitivity & Data Flows

Because Future AGI is a platform for datasets → experiments → evaluation → monitoring, where and how data flows matters. Expect questions around:

  • Types of data you’ll send:
    • PHI (patient identifiers, clinical notes)
    • PII (names, emails, addresses)
    • PCI or financial account data
    • Sensitive internal logs, legal documents, source code, etc.
  • Data lifecycle within your workflows:
    • Will traces include real customer data or synthetic only?
    • Will you store long‑term datasets in Future AGI or only ephemeral inputs/outputs?
    • Do you need “masking” or “pseudonymization” before anything leaves your VPC?

Be ready to describe:

  • Example payloads (at a conceptual level; you don’t need to share real data).
  • Whether you require data minimization (only derived metrics in Future AGI, raw data stays in your infra).
  • Any hard constraints like “No PHI can leave our VPC” or “No long‑term storage of raw logs.”

3. Deployment Model & Infrastructure Constraints

Future AGI is designed to integrate into your existing workflow with SDK‑style instrumentation (e.g., pip install traceAI-openai). For enterprise deployments, the team needs to know:

  • Preferred deployment model
    • Multi‑tenant cloud SaaS
    • Single‑tenant in Future AGI’s cloud
    • VPC‑hosted in your cloud account
    • Fully on‑premise / air‑gapped
  • Cloud & region constraints
    • AWS / GCP / Azure
    • Required regions for data residency (e.g., eu-west-1, us-east-1)
  • Network controls
    • Need for private link / VPC peering
    • IP allowlists
    • Proxy / egress restrictions

Be ready to share:

  • “We require VPC‑only connectivity” or “SaaS is allowed for non‑PII workloads.”
  • “All data must remain in EU data centers.”
  • “We need integration into our existing observability (Datadog, Splunk, etc.).”

4. Identity, Access, and Tenant Isolation

The platform exposes traces, datasets, evaluations, and guardrails; access to each slice needs to be controlled.

Future AGI will likely ask about:

  • Identity stack
    • SSO provider (Okta, Azure AD, Google, etc.)
    • SAML / OIDC requirements
  • RBAC expectations
    • Separate roles for:
      • Admins
      • Data scientists / evaluators
      • Read‑only stakeholders
    • Need for project‑level or environment‑level isolation
  • Tenant isolation requirements
    • Multi‑tenant acceptable?
    • Requirement for logically or physically isolated environment for your org.

Be ready to clarify:

  • “We require SSO + SCIM provisioning.”
  • “We need strict separation between staging and production workspaces.”
  • “Contractors must have restricted access to certain datasets and traces.”

5. Logging, Monitoring, and Incident Handling

Because Future AGI’s value in production is Monitor & Protect, you’ll want to align monitoring and incident practices:

  • Observability integration
    • Do you need logs/metrics exported to:
      • Datadog, Splunk, New Relic, CloudWatch, etc.?
  • Audit & traceability
    • Required log retention windows (e.g., 1 year, 7 years)
    • Need for detailed audit logs of:
      • Who ran which experiment
      • Who changed which prompt/workflow
      • Who modified guardrail policies
  • Incident expectations
    • Time to notify for security incidents
    • Communication channels (email, PagerDuty, etc.)

Be ready with:

  • Your standard vendor logging requirements.
  • Incident response SLAs you typically require (e.g., notify within 24 hours).

6. SLA, Support, and Availability Requirements

Custom SLAs are often where enterprise negotiations live or die. Future AGI’s team will want specifics:

  • Uptime SLAs
    • Required uptime target (e.g., 99.5%, 99.9%)
    • Whether the SLA is global or per‑region
  • Performance & latency
    • Acceptable latency per API call (especially for real‑time agents like voice)
    • Throughput expectations (requests per second / evaluations per hour)
  • Support
    • Support hours (business hours vs 24/7)
    • Severity definitions and response times:
      • Sev 1: platform down
      • Sev 2: partial disruption
      • etc.
    • Preferred channels (ticketing, Slack, on‑call escalation)

Be ready to say:

  • “We require 99.9% uptime, with defined credits for SLA breaches.”
  • “We run voice agents; evaluation and guardrails must add minimal latency.”
  • “We need a named technical account manager.”

7. Compliance Documentation & Security Questionnaires

Finally, expect a two‑way documentation exchange:

  • From Future AGI to you (typically under NDA):
    • High‑level security overview
    • Details on infrastructure, encryption, and data handling
    • Current certification / attestation status (e.g., SOC2 audit timeline)
  • From you to Future AGI:
    • Your standard vendor security questionnaire or SIG questionnaire
    • Any additional requirements tied to:
      • HIPAA BAA language
      • Data processing agreements (DPAs)
      • Sub‑processor restrictions

Tip: Sharing your template security questionnaire early helps the Future AGI team pre‑fill a large portion before procurement formally kicks in.


How Enterprise Security Fits Into Future AGI’s Product Lifecycle

It’s useful to understand how your security posture maps onto the way Future AGI works:

  1. Datasets

    • Synthetic datasets (including edge cases) can reduce how much sensitive production data you need to upload.
    • For PHI/PII workloads, you can keep raw data in your VPC and only send anonymized or synthetic variants.
  2. Experiment

    • You compare LLM/agent configs via experiments, with instrumentation like traceAI-openai.
    • For regulated environments, experiment traffic can be constrained to private LLM endpoints (e.g., your OpenAI Azure instance).
  3. Evaluate

    • Deterministic evals and proprietary metrics run against your datasets.
    • For sensitive environments, you can choose evaluation modes that don’t expose raw content outside your controlled infra.
  4. Improve

    • Feedback loops and automated prompt refinement operate on evaluation results.
    • You can restrict what metadata is stored vs. what remains in your environment.
  5. Monitor & Protect

    • Production tracing and guardrails (toxicity, sexism, privacy, prompt injection) run with minimal latency.
    • For enterprise, guardrails can be deployed close to your application stack (e.g., in‑VPC) to keep PHI/PII in your environment while still blocking unsafe content.

Bringing this lifecycle into the security conversation helps your security team see that evaluation and guardrails are not “extra” surface area—they are control points for reliability and safety.


Information Checklist: What To Prepare Before You Contact Future AGI

You don’t need a 50‑page RFP to start the conversation, but having this concise set of answers speeds things up:

  • Regulatory scope
    • Do we require SOC2, HIPAA, or both?
    • Do we need a BAA?
  • Data sensitivity
    • Will PHI/PII/financial data be processed?
    • Can we use synthetic / masked data for early evaluation?
  • Deployment
    • SaaS acceptable, or do we require VPC / on‑prem?
    • Preferred cloud + region?
  • Access & identity
    • SSO provider and RBAC expectations?
  • Monitoring & logs
    • Required log retention and export needs?
  • SLA
    • Uptime, response times, and support expectations?
  • Procurement process
    • Vendor questionnaire template?
    • Target go‑live date?

Sharing these in your first call or email gives the Future AGI team enough to propose an architecture and pricing model that matches your compliance and reliability needs.


Frequently Asked Questions

Do I need to sign an NDA before we discuss SOC2/HIPAA details?

Short Answer: In most enterprise evaluations, yes, detailed security documents are shared under NDA.

Details: High‑level information about Future AGI’s architecture, controls, and approach can usually be discussed on a first call. For deeper details—SOC2 reports, specific policies, infrastructure diagrams, and draft BAA/DPA language—an NDA is typically signed. When you first contact the team, you can explicitly ask to put an NDA in place before exchanging documents.


Can I run Future AGI fully on‑premise or in my own VPC?

Short Answer: Yes, but the exact deployment model and scope are defined during the enterprise conversation.

Details: Future AGI’s instrumentation‑first design (SDKs, traces, external LLM endpoints) makes it compatible with VPC‑hosted and on‑prem environments. In the enterprise track, the team will:

  • Review your network and deployment requirements (air‑gapped vs. VPC with controlled egress).
  • Propose a deployment architecture that aligns with your compliance scope (SOC2/HIPAA).
  • Map out how datasets, experiments, and monitor/guardrail components will live within your infrastructure while still leveraging Future AGI’s evaluation and optimization engine.

Summary

Enterprise teams evaluating Future AGI for SOC2/HIPAA, on‑prem/VPC deployment, and custom SLAs should go directly through the Book a Demo / Contact Us flow and clearly flag their compliance and deployment needs. On the call, expect a focused discussion on your regulatory scope, data sensitivity, deployment constraints, identity and access model, monitoring expectations, and SLA requirements. Coming prepared with this information lets the Future AGI team quickly propose a secure architecture that preserves what you care about—99% accuracy, real‑time guardrails, and predictable reliability—without compromising your security posture.


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How do I contact Future AGI for Enterprise (SOC2/HIPAA, on-prem/custom deployment, SLA) and what security info will they ask for? | LLM Observability & Evaluation | Codeables | Codeables