Mandates

What it is

Scheduled market analysis generated from your live data — prices, rates, feeds, filings. The model may only use numbers present in the retrieved data pack; every figure is machine-verified against its source, and derived figures are re-computed by the gate before anything ships. This service line runs in production today at MetalTakip, fully autonomous.

When to engage

• —Your audience expects daily data coverage your team cannot sustain manually
• —Published numbers cannot be wrong — a stale or invented figure damages trust
• —You want autonomous publishing, but only behind fail-closed verification

What you get

• 01Grounding integration with your data sources
• 02Scheduled brief generation with source citations on every figure
• 03Fail-closed numeric verification gate
• 04Automated distribution and search indexing
• 05Full audit trail of what was verified and what was blocked

Operating modes

What it is

An ongoing editorial programme run under a mechanical compliance rulebook. Every draft passes banned-language scanning, mandatory-disclaimer checks, and structural rules — fail-closed — then an adversarial AI review before it reaches your team. Drafts land in your CMS pre-verified, with citations, for approval in minutes rather than hours.

When to engage

• —A single wrong sentence in public content is a compliance event in your sector
• —Marketing needs velocity but legal reviews every word — and both are right
• —Review bottlenecks are killing your publishing cadence

What you get

• 01Your compliance policy codified as deterministic gates
• 02Pre-verified drafts delivered into your own CMS
• 03Adversarial AI review on every draft
• 04One-click approval workflow with escalation rules
• 05Audit trail of every block, fix, and verification

Operating modes

What it is

Content built against measured search demand — Search Console gaps, query data, competitive coverage — not a keyword wishlist. Every article is grounded in retrieved source data and dense enough to survive a YMYL category, where thin AI content is punished. Quality over volume; we run this playbook live on our own property.

When to engage

• —You compete on search visibility in a YMYL or regulated category
• —Generic AI content has flatlined or hurt your rankings
• —You have real data an audience is searching for and no engine to serve it

What you get

• 01Search-demand gap analysis from live query data
• 02Grounded, source-cited article pipeline
• 03Compliance and verification gates on every piece
• 04Automated indexing and channel distribution
• 05Monthly performance report with iteration loop

Operating modes

What it is

Briefings generated from regulatory calendars, filings, and official announcements: what changed, what it means for your audience, with a citation on every claim. Gates enforce no-advice phrasing and mandatory disclaimers, so the briefing informs without straying into licensed activity. Your compliance team signs off before anything publishes.

When to engage

• —Your audience needs timely regulatory updates and your team is the bottleneck
• —Commentary on regulation risks crossing into advice phrasing
• —Competitors publish faster on regulatory news than you can review

What you get

• 01Retrieval configuration for your regulatory sources
• 02Cited briefing drafts on a monitored schedule
• 03Banned-phrasing and disclaimer gates, fail-closed
• 04Compliance sign-off workflow in your CMS
• 05Archive with full source and audit trail

Operating modes

What it is

Long-form pieces drafted in your executive’s calibrated voice, grounded in retrieved data rather than generic opinion. Every claim is verified, every draft is attacked by the adversarial reviewer for tone and substance, and nothing publishes without the executive’s own sign-off. This content class never graduates to autonomous publishing.

When to engage

• —Leadership should be visible on the record, but drafting time does not exist
• —A ghostwritten error under an executive’s name is unacceptable
• —The voice must stay consistent across pieces, platforms, and time

What you get

• 01Voice and position calibration for each executive
• 02Grounded drafts with citations for every factual claim
• 03Adversarial review for tone, substance, and compliance
• 04Mandatory executive approval before publication
• 05Publication scheduling across owned channels

Operating modes

What it is

One rulebook, two languages, enforced identically. Turkish and English content run through the same grounding, gates, and adversarial review, so the voice stays coherent and the compliance posture stays constant across entities and markets. Built for groups where a subsidiary’s content is the group’s liability.

When to engage

• —You operate multi-entity or bilingual and the voice drifts between them
• —Compliance rules are enforced unevenly across languages or subsidiaries
• —Translation workflows add delay and strip out governance

What you get

• 01Bilingual rulebook with per-language gate configuration
• 02Per-entity voice and brand configuration
• 03Native TR/EN drafting, not translation
• 04Unified approval workflow and audit trail across entities
• 05Cross-entity editorial calendar

Operating modes

What it is

A standalone engagement: we work with your compliance team to codify their policy into deterministic, machine-enforceable rules — banned phrases, mandatory disclaimers, numeric verification thresholds, structural requirements. The engine then enforces that rulebook mechanically on every draft. Your compliance team remains the authority; review time drops from hours to minutes, not to zero.

When to engage

• —Compliance review of content is manual, slow, and inconsistent
• —Your content rules live in people’s heads, not in a system
• —You want AI-assisted content but need enforcement you can show a regulator

What you get

• 01Written compliance rulebook agreed with your team
• 02Machine-enforceable gate configuration, fail-closed
• 03Escalation rules for edge cases requiring human judgement
• 04Validation run of the rulebook against your past content
• 05Governance model for rulebook revisions

Operating modes

What it is

For platforms sitting on live data: a full engine installation, from grounding through gates, adversarial review, and distribution. Publishing starts human-approved and graduates to autonomous per content class as the audit trail earns trust. This is the MetalTakip pattern — grounded articles, machine-verified figures, published on schedule with zero human review — installed under your brand.

When to engage

• —You hold live data your audience wants explained, daily, at scale
• —An editorial team sized for that cadence is not economically viable
• —You want full autonomy, reached in stages you control

What you get

• 01End-to-end engine installation on your data and CMS
• 02Deterministic verification gates on every figure
• 03Staged autonomy plan, per content class
• 04Automated distribution, indexing, and channel syndication
• 05Cost, performance, and audit reporting

Operating modes