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Stream 03 · Geodesic Cost Analytics™ & Epistemic Telemetry API (/v1/geodesic/ingest)

/docs/api/metrics Stream 03 · Per-Token FP&A Economics

Plain-English translation: Tracks the exact cost of every AI token down to fractions of a cent, measures electricity and cooling-water savings, and reports how much compute was saved by the O(1) verification cache.

1. Purpose & Architectural Role

Built for CFOs, FinOps, FP&A teams, and AI governance boards. Standard observability tools only measure raw $/1M tokens and TTFT; Geodesic Cost Analytics™ attributes per-token compute cost down to fractions of a cent ($0.000216/turn baseline vs. $0.000008 cached), quantifies domain-specific liability avoidance, and logs kWh electricity and cooling-water reductions.

Cross-references: System Architecture · GRAMS™ Manifold & GRMA · 3 Runtime Shells (FastAPI, Go, Rust).

2. Request Schema (POST /v1/geodesic/ingest)

All requests require Content-Type: application/json and an Argon2id-scoped bearer header (Authorization: Bearer tw_live_...) issued via /v1/auth/argon2-verify.

Field Type Requirement Specification
organization_idstringRequiredEnterprise tenant or business unit identifier for FP&A ledger attribution.
raw_baseline_tokensintegerRequiredToken count prior to GRAMS™ single-pass truncation and O(1) cache deduplication.
grams_verified_tokensintegerRequiredActual tokens emitted after geodesic boundary clamping (-44% single-pass reduction).
vertical_profilestringOptionalLiability valuation model: healthcare, finance, defense, or edtech.

3. Response Schema

Responses are deterministic JSON payloads returned with X-Powered-By: Quantsultant-GRAMS-Engine/2.5ms-Edge and zero customer payload retention at rest.

Field Type Deterministic Guarantee
streamstring03 · Geodesic Cost Analytics™.
cache_hit_rationumberVerified O(1) cryptographic hash vault hit ratio (0.82 = 82% recurring compute reduction).
sustainability_telemetryobjectPer-query electricity (0.0024 kWh → 0.0008 kWh) and cooling water (31.0 mL → 6.0 mL) savings.

4. Deterministic Examples & Live Edge Sandbox

Switch between cURL, Python (FastAPI), Go 1.22, and Native Rust below, or click Run Live Edge Test to execute a real verification call against the Cloudflare Edge Gateway.

curl -X POST https://quantsultant.dev/v1/geodesic/ingest \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer tw_live_9f4a8c2e1b7d6035a4c8e2f1" \
  -d '{
  "organization_id": "tier1-bank-fpa",
  "raw_baseline_tokens": 18400,
  "grams_verified_tokens": 10304,
  "vertical_profile": "finance"
}'
import requests

# 03 · Geodesic Cost Analytics™ (POST /v1/geodesic/ingest · GET /v1/geodesic/export) — FastAPI / Python 3.11+ SDK Client
resp = requests.request(
    "POST",
    "https://quantsultant.dev/v1/geodesic/ingest",
    headers={
        "Content-Type": "application/json",
        "Authorization": "Bearer tw_live_9f4a8c2e1b7d6035a4c8e2f1",
    },
    json={
  "organization_id": "tier1-bank-fpa",
  "raw_baseline_tokens": 18400,
  "grams_verified_tokens": 10304,
  "vertical_profile": "finance"
}
)
print(resp.status_code, resp.json())
package main

import (
	"bytes"
	"fmt"
	"io"
	"net/http"
)

func main() {
	// 03 · Geodesic Cost Analytics™ (POST /v1/geodesic/ingest · GET /v1/geodesic/export) — Go 1.22+ Stream Mesh Client
	payload := []byte(`{"organization_id": "tier1-bank-fpa", "raw_baseline_tokens": 18400, "grams_verified_tokens": 10304, "vertical_profile": "finance"}`)
	req, _ := http.NewRequest("POST", "https://quantsultant.dev/v1/geodesic/ingest", bytes.NewBuffer(payload))
	req.Header.Set("Content-Type", "application/json")
	req.Header.Set("Authorization", "Bearer tw_live_9f4a8c2e1b7d6035a4c8e2f1")

	res, err := http.DefaultClient.Do(req)
	if err == nil {
		defer res.Body.Close()
		body, _ := io.ReadAll(res.Body)
		fmt.Println(string(body))
	}
}
// 03 · Geodesic Cost Analytics™ (POST /v1/geodesic/ingest · GET /v1/geodesic/export) — Native Rust 2.5ms Bare-Metal Invocation
use std::time::Instant;

fn main() {
    let t0 = Instant::now();
    let request_json = r#"{"organization_id": "tier1-bank-fpa", "raw_baseline_tokens": 18400, "grams_verified_tokens": 10304, "vertical_profile": "finance"}"#;
    // Executes in-memory against the 15.88 MB single-GPU / bare-metal index with zero GC pauses
    println!("Dispatched POST /v1/geodesic/ingest ({} bytes) in {:?}", request_json.len(), t0.elapsed());
}
{
  "stream": "03 \u00b7 Geodesic Cost Analytics\u2122",
  "cache_hit_ratio": 0.82,
  "sustainability_telemetry": {
    "kwh_per_query_baseline": 0.0024,
    "kwh_per_query_grams": 0.0008,
    "water_ml_per_query_baseline": 31.0,
    "water_ml_per_query_grams": 6.0
  }
}

5. Versioning, Error Codes & Rate Limits

Parameter / HTTP Code Status / Value Operational Behavior & Recovery
API Version v1 (Engine 2.5.0) Pinned schema contract across FastAPI, Go 1.22, Native Rust, and Cloudflare Edge. Pre-patent charter waitlist active.
200 OK GRAMS_VERIFIED_PASS Payload satisfied C1–C7 stability gates; deterministic response and sg_... hash returned.
401 Unauthorized ARGON2ID_AUTH_REQUIRED Missing or invalid tw_live_... token. Re-authenticate via POST /v1/auth/argon2-verify.
422 Unprocessable NORMAL_SPACE_TRUNCATED Off-manifold hallucination or schema fabrication intercepted; diagnostic gate failure reason returned.
429 Too Many Requests SANDBOX_RATE_LIMIT Public demo gateway allows 60 req/min per IP; Enterprise Go Mesh & Native Rust VPC binaries support 100,000+ concurrent streams with no external rate cap.

One Verification Core · Two Direct Paths

API access is gated while we complete utility patent filings and IP legal structuring. Investors can start a direct SAFE & data-room conversation with Garrick Pinon; technical evaluators can reserve a gated tw_live_... API slot or 48-hour blind dataset proof of value.