300+ Models · One Endpoint · Managed Infrastructure

Every AI dollar.
Verified. Attributed. Proven.

Intelligent routing, quality verification, and outcome attribution — so your board sees ROI, not a mystery line item.

300+ models. One endpoint. Every dollar accounted for.

Your Apps

OpenAI SDK

⟳ Switchwood

Route · Verify · Attribute

OpenRouter (300+)

Anthropic · OpenAI · xAI

Gemini · Ollama

Get Started See Why Now

Explore

Why Now

The cost of intelligence
is collapsing to zero.

Token prices have dropped 1,200× in two years. A cognitive AI worker now costs $35/year. When intelligence is nearly free, the only question left is: what did you actually get for your money?

1,200×

Token price collapse since GPT-3

$35/yr

Cost of a full-time AI cognitive worker

<$1/day

All keyboard-and-mouse work, within a year

20W

GPU power needed for economically valuable AI work

When tokens are free, what do you pay for?

Every enterprise will soon have hundreds of AI workers costing pennies, producing millions of outputs. The question isn't "can we afford AI?" — it's "who verified it was correct?"

Without governance, quality verification, and audit trails, cheap AI is just cheap risk. Switchwood is the control room.

          "OpenRouter sells cheaper tokens. Switchwood proves what those tokens produced — the verification, the attribution, and the audit trail."
        

Trust is the only scarce resource.

Manual QA catches 2-5% of AI outputs at 18-25% of total cost. Switchwood's quality layer catches 100% at 13% cost — and produces the audit trail regulators actually demand.

EU AI Act. Canada's AIDA. SOX. HIPAA. OSFI. The compliance wave is coming. "Show me every AI decision that touched a customer in 90 days" — without Switchwood, that's 3 weeks of engineering. With it, one click.

          "The cheaper AI gets, the more you need proof it worked. Every feature we build sits on the side of the equation that's growing, not collapsing."
        

The Value Inversion

2024

85% Tokens

15%

2027

15%

85% Governance

In 2024, 85% of your AI dollar goes to tokens. By 2027, 85% goes to proving what those tokens did — verification, attribution, and compliance. That's Switchwood.

The Problem

Managing AI at scale is a mess.

Multiple providers, zero visibility, no accountability. Your team has no idea what AI costs, what it produces, or whether it's doing the right thing.

💸

Zero Cost Visibility

No per-department breakdown. No budget caps. No early warnings. Just a big surprise invoice — and no way to tell the board what the ROI was.

🔍

No Quality Verification

500 agents producing 50,000 outputs a week. How many are correct? Manual QA spot-checks 2-5%. The rest? Hope for the best.

📋

No Audit Trail

Regulators want to see every AI decision that touched a customer. Without attribution, that's weeks of forensic engineering — if it's even possible.

🔑

API Key Sprawl

OpenAI, Anthropic, xAI, Gemini — managing credentials across 5+ providers wastes engineering time and creates security risk.

🔥

No Failover

OpenAI has an outage? Your product breaks. No automatic failover means your uptime depends on someone else's infrastructure.

🍁

Data Residency Gaps

Sending sensitive data to US-based AI providers creates compliance headaches. Canadian data sovereignty is a requirement, not a nice-to-have.

The Platform

Six pillars. One platform.

Every feature maps to the same metric: maximizing intelligence per dollar. Here's how.

Intelligent Routing

300+ models through one OpenAI-compatible endpoint. Tag-based routing sends each request to the right model tier — premium, standard, or budget — automatically.

↳ Direct every dollar to the right model

Quality Verification

Automated quality evaluation on every output. Tiered verification from lightweight checks to deep rubric-based assessment. 100% coverage at 13% cost — not 2-5% spot checks at 25%.

↳ Verify every dollar produced real intelligence

Outcome Attribution

Map every dollar of AI spend to measurable business outcomes. Per-department, per-agent, per-task. Show the board a 12.8× ROI — not a mystery line item.

↳ Map every dollar to a measurable outcome

Spend Controls

Per-team budget caps, real-time alerts, and automatic model downgrading when marginal returns drop. Stop budget overruns before they happen.

↳ Stop wasting dollars on diminishing returns

Compliance Ready

Full audit trail for every AI interaction. Built for SOC 2, EU AI Act, AIDA, HIPAA, and OSFI. One click to answer "show me every AI decision in the last 90 days."

↳ Prove every dollar was spent correctly

Sovereign Inference

Route sensitive workloads to local models on Canadian infrastructure. Data never leaves your jurisdiction. Zero external API calls for regulated industries.

↳ Keep data and dollars in your jurisdiction Coming Soon

How It Works

Up and routing in three steps.

Switchwood sits between your apps and every AI provider. No code rewrites. No lock-in. Just routing, verification, and control — starting today.

Connect Your Providers

Add your API keys once. Switchwood handles credentials, rate limits, and failover automatically.

One-time setup, ~15 min

Route Through Switchwood

Point your apps at your Switchwood endpoint. Use any OpenAI-compatible SDK. Tag requests for smart routing — standard, premium, or budget.

Change one URL

Monitor, Verify & Optimize

Watch costs in real-time. See quality scores per team. Get ROI attribution. Switch models without touching code.

Continuous value

Architecture Overview

Your Apps
OpenAI SDK

Clients

→

⟳ Switchwood
Route · Verify · Attribute

Your Kith

→

OpenRouter (300+ models)

Anthropic · OpenAI · xAI

Google Gemini

Sovereign / Ollama ✦ soon

For CTOs & CFOs

Turn AI spend into a line item the board defends.

The CFO doesn't buy tokens. They buy the quarterly report showing a 12.8× return on AI investment — broken down by department, agent, and task. Switchwood generates that report automatically.

✓
12.8× ROI attribution — map every dollar of AI spend to business outcomes, per-department
✓
Counterfactual cost engine — "without AI, this task cost $62K. With Switchwood: $4.2K"
✓
Budget guardrails — caps prevent runaway costs, auto-downgrade when returns drop
✓
Quality scores per team — verification pass rates, rubric compliance, trending
✓
Compliance-ready — full audit trail, one-click regulator response

Switchwood — Executive Dashboard

12.8×

Blended ROI

96.3%

Quality Pass Rate

$14,280

AI Spend (MTD)

$183,400

Human-Equivalent Value

Legal

$4,200 14.8×

Sales

$3,800 13.3×

Engineering

$3,200 10.0×

$1,880 15.0×

Finance

$1,200 11.4×

Why Switchwood

Not just routing. The whole stack.

OpenRouter, Portkey, and Helicone each solve one piece. Switchwood is the complete intelligence management layer — routing, verification, attribution, compliance, and sovereignty in one platform.

Capability	OpenRouter	Portkey	Helicone	Switchwood
Multi-model routing	✓	✓	—	✓
Quality verification	—	partial	—	✓
Outcome attribution / ROI	—	—	partial	✓
Per-department budgets	—	partial	—	✓
Compliance / audit trail	—	—	logging	✓
Sovereign inference	—	—	—	✓ soon
CFO dashboard / board reporting	—	—	—	✓
Managed infrastructure	✓	✓	✓	✓

python
# Before: hardcoded to one provider
from openai import OpenAI

client = OpenAI(
  api_key="sk-openai-key-..."
)


# After: one endpoint, all models
from openai import OpenAI

client = OpenAI(
  base_url="https://your.switchwood.url/v1",
  api_key="sw-your-virtual-key"
)

# Same SDK. All 300+ models.
response = client.chat.completions.create(
  model="openai/gpt-4o",
  messages=[{
    "role": "user",
    "content": "Hello, Switchwood!"
  }]
)
        

For Developers

Drop in. Ship faster.
Break nothing.

If you're using the OpenAI SDK, you're already compatible with Switchwood. Change two lines. Unlock every model.

🔌

Drop-in Replacement

Change base_url and your API key. That's it.

🗝️

One Key, All Models

GPT-4o, Claude, Llama, Gemini, Grok — one credential, one bill.

♻️

Automatic Fallbacks

Define retry chains in config. Switchwood handles provider outages — not your code.

🏷️

Tag-Based Routing

Tag as premium, standard, or budget — right model tier, automatically.

Pricing

Simple, transparent pricing.

Managed infrastructure, no ops required. Pick the plan that fits and start routing in minutes.

Starter

$29

per month + usage

Everything you need to start routing. Deployed in a Kith on managed infrastructure — ready in minutes.

✓ All core routing features
✓ 300+ models via OpenRouter
✓ Per-tenant virtual keys
✓ Budget caps & spend tracking
✓ Automatic failover
✓ Community support

Get Started →

Every AI dollar.
Verified. Attributed. Proven.

When tokens are free, what do you pay for?

Trust is the only scarce resource.

Zero Cost Visibility

No Quality Verification

No Audit Trail

API Key Sprawl

No Failover

Data Residency Gaps

Intelligent Routing

Quality Verification

Outcome Attribution

Spend Controls

Compliance Ready

Sovereign Inference

Connect Your Providers

Route Through Switchwood

Monitor, Verify & Optimize

Turn AI spend into a line item the board defends.

Drop in. Ship faster.
Break nothing.

Drop-in Replacement

One Key, All Models

Automatic Fallbacks

Tag-Based Routing

Discord Community

The KithForge Ecosystem

Deploy in a Kith

See what your AI
is actually doing.

Every AI dollar.Verified. Attributed. Proven.

When tokens are free, what do you pay for?

Trust is the only scarce resource.

Zero Cost Visibility

No Quality Verification

No Audit Trail

API Key Sprawl

No Failover

Data Residency Gaps

Intelligent Routing

Quality Verification

Outcome Attribution

Spend Controls

Compliance Ready

Sovereign Inference

Connect Your Providers

Route Through Switchwood

Monitor, Verify & Optimize

Turn AI spend into a line item the board defends.

Drop in. Ship faster.Break nothing.

Drop-in Replacement

One Key, All Models

Automatic Fallbacks

Tag-Based Routing

Discord Community

The KithForge Ecosystem

Deploy in a Kith

See what your AIis actually doing.

Every AI dollar.
Verified. Attributed. Proven.

Drop in. Ship faster.
Break nothing.

See what your AI
is actually doing.