Use Cases

Built for every team that
runs AI in production

From solo developers trimming their API bill to federal agencies accelerating ATO — see how Kairos maps to your specific operating context.

Solo Developer & Independent Builder Startup & Growth-Stage Team Enterprise Federal & Defense
Solo Developer & Independent Builder

Build with every model. Pay for nothing extra.

You already pay for LLM API access. Kairos makes your API calls cheaper, smarter, and more powerful — without changing a single line of your integration. Change your base URL, keep your SDK, and immediately gain intelligent routing to 100+ models, ≥25% context compression that lowers your provider bill, and a real-time cost dashboard to track every cent.

  • One API — OpenAI-compatible, works with any SDK you already use
  • ≥25% context compression reduces your provider bill automatically
  • Intelligent routing sends cheap tasks to efficient models like DeepSeek or Gemini Flash
  • Usage dashboard shows every dollar, every request, every model used
  • API key management with per-key budget caps to prevent bill surprises
$0.0031avg saved per request through smart routing
kairos_quickstart.py
# One line change. Access every model.
from openai import OpenAI

client = OpenAI(
"api_key=kai_sk_…",
"base_url=https://api.kairos-ctx.ai/v1"
)

# Same SDK. 100+ models. Zero config.
> Routing to deepseek-chat · saved $0.0031 · 312ms
$0.0031
saved/req
deepseek
routed to
87ms
faster
Usage dashboard: 4.2M tokens · $12.40 cost this month · 26% compressed
Startup & Growth-Stage Team

Scale your AI spend with control, not fear.

Your team is shipping fast, but AI API bills are unpredictable and your models aren't always doing the right job. Kairos routes every request to the most cost-effective model that will still produce the quality you need — and enforces hard budget caps by team, key, or workspace so overage charges become impossible. Meanwhile, built-in DLP and compliance controls protect you from data leakage and audit exposure before they become expensive problems.

  • Hard monthly budget caps by team or API key — requests block, not just alert
  • Intelligent routing: premium models for complex tasks, fast/cheap for simple ones
  • Context compression cuts per-request token cost by ≥25% across the board
  • Real-time cost dashboard with per-model breakdown, CSV export for finance
  • OWASP LLM Top 10 and basic DLP enforcement from day one — no config required
54%average cost reduction for early-stage teams

Acme AI Platform

12 users · 5 workspaces · this month

$284
vs $612 unoptimized

Customer support chat

claude-haiku

$0.0003−68%

Code review PR diff

gpt-4o

$0.0048

Email summarization

deepseek-chat

$0.0001−72%

Contract analysis

gpt-4o

$0.0082

Docs Q&A

gemini-flash

$0.00006−58%
54%
Cost reduction
12
Active users
$328
Saved/mo
Enterprise

Governance and oversight at enterprise scale.

Enterprise AI deployments need more than just routing — they need a control plane that enforces policy, segments teams, provides executive-level visibility, and generates audit evidence on demand. Kairos's Command Center gives you hierarchical workspace isolation with per-division budget caps, 22 real-time compliance frameworks, and board-ready reporting. When your CISO asks how the company's AI is behaving, the answer is ready in two minutes.

  • Command Center RBAC: org → business units → members, each with separate budgets and permissions
  • 22 AI/LLM compliance frameworks enforced per request: EU AI Act, NIST AI RMF, GDPR, CMMC, ISO 42001, and more
  • Intent Firewall blocks jailbreaks, PII extraction, and prompt injection at the gateway
  • SHA-256 tamper-evident audit trail — exportable evidence packages for regulators and auditors
  • Executive trust dashboard: compliance posture score, model distribution, geolocation of requests
22compliance frameworks enforced on every single request

Enterprise Command Center

GlobalCorp AI · 4 divisions · 87 users

22 frameworks active
EU AI Act · NIST · GDPR + 19 more
P

Product Engineering

42 users

$8,400

of $12,000

L

Legal & Compliance AI

8 users

$11,200

of $12,000

C

Customer Success AI

22 users

$3,100

of $6,000

D

Data Science

15 users

$4,800

of $8,000

Compliance posture: 98.4% · 0 critical violations
Federal & Defense

Accelerate time-to-ATO for mission-critical AI.

Deploying AI in a federal or defense environment means navigating NIST 800-53, CMMC Level 2/3, FedRAMP alignment, and proving continuous compliance to your AO. Kairos generates the policy-to-proof evidence packages your ATO process requires — with real-time control enforcement, not after-the-fact documentation. For mission-critical applications, Human-in-the-Loop controls ensure no high-stakes AI decision executes without authorized human review. RL Feedback turns those reviews into structured training data that continuously improves model performance for your specific operating context.

  • NIST SP 800-53, CMMC Level 2/3, and FedRAMP-aligned controls enforced in real time
  • Policy-to-proof audit packages: every control check mapped to evidence, audit-ready on demand
  • Human-in-the-Loop (HITL) review gates: route mission-critical requests to authorized reviewers before execution
  • RL Feedback loop: human corrections on flagged AI decisions exported as JSONL fine-tuning data — the model learns your doctrine
  • Air-gap and VPC deployment options — no data leaves your classified environment
  • SHA-256 tamper-evident audit chain satisfies STIG and DFARS evidence requirements
~60%reduction in ATO documentation time using Kairos evidence packages

Mission Assurance Platform

ATO Evidence Package · DoD System

ATO READY

NIST SP 800-53 AC-3

Access Enforcement

PASS

CMMC L2 AU.3.045

Review & Analyze Logs

PASS

FedRAMP SC-28

Protection at Rest

PASS

NIST AI RMF GV-1.1

AI Policy Documentation

PASS

CMMC L3 IR.3.098

Incident Reporting

REVIEW
4/5
Controls passed
SHA-256
Audit chain
Air-gap
Deploy mode
Token-metered · All features included

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