Abstract 01 — Mission

Expert humans that make enterprise AI trustworthy.

OpalForce builds India and South America expert evaluation teams for LLMs, AI agents, healthcare AI, legal AI, financial AI, and coding AI. We turn model risk into measurable reliability.

Operating Regions

Bengaluru, India
Medellín, Colombia
São Paulo, Brazil

Industry Focus
  • Healthcare (HIPAA-aligned)
  • Legal & Jurisprudence
  • Financial Risk & Compliance
  • Technical Systems & Coding
Delivery Model

Follow-the-sun expert teams, rubric-based scoring, governance-ready audit trails.

Volume 02

Reliability Operating System

A closed-loop methodology for transitioning AI from experimental prototypes to enterprise-grade infrastructure through rigorous human oversight.

01. Review

Multi-stage auditing of model outputs against proprietary safety guidelines.

02. Adjudicate

Expert determination of factual accuracy in domain-specific edge cases.

03. Score

Quantitative reliability indexing across safety, logic, and tone metrics.

04. Improve

Direct feedback loop to RLHF pipelines and dataset curation teams.

Volume 03

Core Services

01

Expert LLM Evaluation

Domain experts review factuality, reasoning, safety, and usefulness of model outputs.

02

RLHF & Preference Ranking

Structured human feedback for enterprise and domain-specific AI systems.

03

AI Red Teaming

Test models and agents for unsafe, biased, non-compliant, or unreliable behavior.

04

Gold Dataset Creation

Build benchmark sets, rubrics, answer keys, and adjudication workflows.

05

Governance Operations

Auditable review trails, escalation, sampling, and AI risk reporting.

06

Managed AI Reliability Ops

Ongoing review teams with dashboards, SLAs, and quality scoring.

Volume 04

Industries

Start with coding and engineering AI for fast time-to-value, then expand into regulated expert workflows in healthcare, legal, and financial AI.

Industry 01

Healthcare AI

Clinical reasoning, chart review, AI scribe QA, coding validation.

Industry 02

Legal AI

Citation verification, legal reasoning, contract review, compliance escalation.

Industry 03

Financial AI

Accounting, underwriting, fraud, investment, and regulatory response validation.

Industry 04

Coding AI

Code correctness, agent testing, architecture review, debugging, cybersecurity reasoning.

Volume 05

The Road to Reliability

01

Discover

Buyer arrives via long-tail SEO or AI search and lands on a service, industry, or location page.

02

Engage

Direct answer blocks, FAQ schema, and an AI Reliability Scorecard convert intent into a pilot request.

03

Pilot

OpalForce runs rubric design, expert sourcing, batch evaluation, adjudication, and executive reporting.

04

Scorecard

Board-ready reliability scorecard with failure modes, risk exposure, and operating recommendations.

05

Retainer

Pilot converts into managed AI reliability operations with SLAs and ongoing QA.

“Quality is not an accident; it is the result of intelligent human intervention.”

Initiate Pilot Program

growth@opalforce.ai