Research & Perspectives

Insights from Our Practice

Research and perspectives from our practice — how the world's operators are putting agents to work.

Report · 2026

The State of Agentic AI in the Enterprise

What 200 operations leaders told us about agent adoption, governance, and the ROI curve.

SCORPBIT ResearchMarch 202614 min readRead more

Playbook

From RPA to Autonomous Operations

A migration path for enterprises with brittle automation estates — without pausing the business.

January 2026 · 12 min readRead more

Perspective

AI Agents in Your Workforce: A Governance Playbook

Pairing every agent with a human lead — the operating model behind safe autonomy at scale.

February 2026 · 8 min readRead more

Playbook

Shipping an MVP in Six Weeks with an AI-Equipped Team

How AI in every delivery phase — discovery, design, code, QA — compresses months into weeks without cutting corners.

April 2026 · 10 min readRead more

Engineering

Evaluation-First: Why We Never Ship AI Without Evals

Demos lie. Evaluation suites don't. The engineering discipline that separates production AI from prototypes.

May 2026 · 9 min readRead more

Perspective

Securing AI Systems: The New Attack Surface

Prompt injection, data leakage, over-privileged agents — what changes about security when software can be talked into things.

June 2026 · 11 min readRead more

Engineering

RAG That Survives Production

Most retrieval-augmented systems impress in week one and disappoint in month three. Here's the difference between the two.

July 2026 · 10 min readRead more

Guide

An AI Roadmap Your Board Will Fund — and Your Team Can Ship

Most AI strategies die in slideware. The ones that survive share three properties: ranked by ROI, costed honestly, sequenced to ship.

June 2026 · 9 min readRead more

Engineering

Inference Economics: Engineering AI That Doesn't Blow the Budget

Latency, quality, and cost-per-query form a triangle. Most teams discover it in the first invoice. Here's how to design for it up front.

May 2026 · 11 min readRead more

Playbook

Growth Marketing with AI in the Loop

Hundreds of ad variants, weekly creative cycles, and a brain that reallocates budget while you sleep — with a marketer still making the calls.

April 2026 · 8 min readRead more

Perspective

Beyond Staff Augmentation: What an AI-Equipped Engineer Is Worth

Renting hands was the old model. The new question for augmentation: how much does each person ship — and what tooling do they arrive with?

March 2026 · 7 min readRead more

Guide

Winning in US SLED: What State & Local Buyers Actually Want

Government technology buying rewards different things than the private sector — compliance fluency, patience, and systems built for public accountability.

July 2026 · 10 min readRead more

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