Now in Early Access

Stop managing agents.
Orchestrate outcomes.reliability.scale.margin.

SPARC is the orchestration middleware that routes, governs, and coordinates your entire AI agent stack — without the custom glue code.

200+ teams on the waitlist
sparc.dashboard / agent-mesh

The AI integration problem is getting worse.

Tool Sprawl

Every AI tool is an island. Connecting them means custom code, webhooks, and duct tape.

Brittle Pipelines

One agent change breaks three downstream processes. No version control, no rollback.

No Observability

You don't know which agent ran, when, or why it failed until a client calls.

02 — by the numbers

Built for the scale of real production traffic.

Benchmarks from active beta deployments across multi-region edge workloads.

0B+
agent requests routed
0.00%
platform uptime SLA
0ms
median routing latency
0
lines of glue code required
The Solution

SPARC is the routing brain your agent stack has been missing.

SPARC sits between your AI tools and business logic as a unified middleware layer — handling routing, coordination, retries, logging, and orchestration through one consistent interface. No more bespoke integrations. No more silent failures. One control plane for every agent you run.

Universal Agent Router🔁 Retry & Fallback Logic📊 Real-Time Observability🔐 Role-Based Access Control🔌 100+ Native Integrations📡 Event-Driven Architecture
routes.yaml
route: support.incoming
  trigger: webhook.zendesk
  steps:
    - classify:
        agent: anthropic.claude
        timeout: 3s
    - if: priority == "urgent"
      route: pagerduty.escalate
    - else:
      reply:
        agent: openai.gpt-4o
        fallback: openai.gpt-4-mini
  retry: 2
  observe: true
How It Works

Up and running in under an hour.

01

Connect

Plug in your existing AI tools via API or our native connectors. No code required.

$ sparc connect openai anthropic
02

Configure

Define routing rules, fallbacks, and agent chains in plain YAML or our visual editor.

route.add('support', { ... })
03

Deploy

Push to production. SPARC handles the rest. Monitor everything from one dashboard.

$ sparc deploy --env=prod
The SPARC Process

From request to outcome — in five moves.

01Connect
02Route
03Govern
04Observe
05Scale
Step 01

Connect.

Any model. Any agent. Any tool.

One adapter layer wires OpenAI, Anthropic, your own models, vector stores, and internal APIs into a single mesh — no custom glue.

sparc / connect
OpenAIAnthropicMistralLlamaVectorsToolsSPARC Meshunified adapter layer● connected
Step 02

Route.

The right model, every call.

SPARC scores each request on cost, latency, capability, and policy — then routes to the optimal model in milliseconds.

sparc / route
incomingPOST /v1/chatscore → route
gpt-4.1cost $$$p50 320ms
claude-3.5-sonnetcost $$p50 210ms→ routed
llama-3.1-70bcost $p50 180ms
weights: cost 0.35 · latency 0.25 · capability 0.30 · policy 0.10
Step 03

Govern.

Policies, guardrails, budgets.

Per-team budgets, PII filters, rate limits, and approval gates enforced at the orchestration layer — not in every codebase.

sparc / govern
PII redactionenforced
Budget · Eng team$4,210 / $8,000
Rate limit · 60 rpmok
Tool allow-list3 of 12 permitted
Approval gate · prodpending review
applied at the orchestration layer · zero app-side changes
Step 04

Observe.

One timeline. Every trace.

Traces, tokens, costs, errors, and latency stitched into a single observability layer your team actually uses.

sparc / observe
timeserviceevent
00.012routermatched claude-3.5-sonnet
00.018policypii.redact = applied
00.214providercompletion 412 tokens · $0.0041
00.231tracestitched → request_id 7af3
00.244metricsp95=276ms · err=0.0%
one timeline · traces · tokens · cost · latency
Step 05

Scale.

Run anywhere. Fail over.

Multi-region, multi-provider failover with deterministic retries. Production AI without 3 a.m. pages.

sparc / scale
us-east
load 62%healthy
us-west
load 48%healthy
eu-west
load 71%healthy
ap-south
load 12%failover
uptime
99.98%
failover
< 80ms
providers
multi
In motion

From tangle to mesh.

Twenty-two seconds. Watch the chaos collapse into one control plane — and the numbers that follow.

04 — capabilities

Everything an agent stack needs, nothing it doesn't.

One control plane for routing, observability, retries, and governance — designed for teams that ship AI to production.

live routing

Multi-model routing intelligence.

Route by cost, latency, capability, or custom heuristic. Automatic fallback when a provider degrades — your users never see it.

openai.gpt-4o
primary
anthropic.claude
fallback
meta.llama-3
fallback
observability

See every signal.

p95 latency−3ms ↓
governance

Role-based access, audit logs, SOC-ready.

SOC 2GDPRHIPAA-readySSO/SAML
resilience

Retries, timeouts, circuit breakers — built in.

Declare your reliability policy once. SPARC enforces it across every model, every region, every call.

connectivity

100+ native integrations.

OpenAI
Claude
Llama
n8n
Slack
Stripe
Jira
AWS

Built for teams who build with AI.

Engineering Teams

Standardize agent infrastructure. Stop rebuilding the same routing logic on every project.

AI-First Startups

Ship AI features 4× faster with a pre-built coordination layer. No infrastructure overhead.

Enterprise IT

Enterprise-grade controls, audit logs, SSO, and SLA guarantees out of the box.

"SPARC cut our agent integration time from weeks to hours. We deprecated three internal tools after week one."
— Engineering Lead, Series B AI company
Pricing

Simple pricing. No agent tax.

Per-route pricing only. No surprise overage, no per-seat tax.

Starter
$297/mo
  • Up to 5 agents
  • 100K API calls / month
  • Basic observability
  • Email support
Get Started
Most Popular
Growth
$797/mo
  • Up to 20 agents
  • 500K API calls / month
  • Full observability dashboard
  • Priority support
Start Free Trial
Enterprise
Custom
  • Unlimited agents
  • Unlimited routes
  • Custom dashboards
  • Dedicated CSM · SSO + SAML · SLA
Contact Sales

Connects with the tools your team already uses.

OpenAI
Anthropic
Llama
LangChain
n8n
Zapier
Slack
Notion
Airtable
HubSpot
Salesforce
GitHub
Jira
AWS
GCP
Azure
Twilio
Stripe
OpenAI
Anthropic
Llama
LangChain
n8n
Zapier
Slack
Notion
Airtable
HubSpot
Salesforce
GitHub
Jira
AWS
GCP
Azure
Twilio
Stripe

Ready to orchestrate your AI stack?

Join 200+ engineering teams already on the waitlist. Early access slots are limited.

No spam. Unsubscribe anytime. Ships Q3 2026.

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