OptScale AI vs Interlok

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

OptScale AI compared with Interlok
Detail	OptScale AI	Interlok
What it does	Intelligent AI gateway for cost control, access governance, and data sovereignty across LLM and MCP interactions	Lockout/tagout for AI agents: risky actions stop, a person decides, and a signed record proves it
Stage	Established	Not given
Founded	2016	Not given
Based in	Not given	US
Pricing model	Freemium	Freemium
Pricing	Not given	Free: risk scan, 100 approvals per month, offline verification. Approvals: $99/month, unlimited approvals. Gate: $799/month (includes Approvals). Evidence: from $18K/year. Regulated: from $40K/year.
Key features	Intelligent gateway with smart routing across LLMs, local models, and MCP servers Role-based access control and department-level billing AI ROI & Impact: connect spending to business outcomes through outcome connectors OpenAI API-compatible drop-in integration with less than 2ms overhead Local model hosting and data residency controls	Risk scan of agent reach, capabilities and consequences Policy-as-code for gating rules Shadow mode to preview holds before enforcement Human-in-the-loop approvals via console Cryptographically signed audit ledger Compliance framework packs Inference receipts for model calls GitHub merge check for agent-written PRs Directory sync with Okta or Microsoft Entra
What makes it different	Built on 10+ years of FinOps expertise with proven enterprise trust (Airbus, Nokia, T-Systems, DHL, PwC) Sub-2ms gateway overhead with no code changes required via OpenAI API compatibility	Gates actions, not agents—routine calls pass through untouched Low published latency overhead: p50 8ms, p95 25ms for allowed verdicts
Community votes	0	0
DR (Domain Rating by Ahrefs)	15 +1 (up) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	14	0
Citation Flow (Majestic)	25	0
Referring domains (Majestic)	22	0

4 details filled in for both companies.

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