An AI-Native Engineering Firm

AI Transformation Powered by Engineering Excellence.

We help enterprises and PE-backed businesses turn AI from an experiment into a competitive advantage.

Why Choose General Intelligence Agency?

Your partner for AI transformation.

We deliver bespoke generative AI solutions that drive measurable results. Whether automating internal processes or building AI-powered products, our elite engineering team works hand-in-hand with your business to tackle your highest-value AI projects — driving efficiency, unlocking new revenue streams, and solving problems that off-the-shelf tools can't.

Our Offerings

Four ways we deliver production AI.

One defined outcome per engagement. Senior engineers, embedded. No black boxes.

01

AI Roadmap

Refine your generative AI strategy with a partner that has scoped and shipped production AI systems across financial services, professional services, and regulated industries. Get accurate estimates of feasibility, cost, timeline, and impact.

02

Workflow Automations

Build custom AI agents to perform repetitive manual tasks cheaper and more accurately than before. Replace BPO dependencies and free your team for higher-value work.

03

AI Product Features

Build flagship product features before your competitors do. Work with senior AI engineers to design high-impact features and accelerate your development timelines.

04

Private Equity Services

From buy-side and sell-side AI diligence to PortCo value creation and co-investment, we are the dedicated AI partner for the PE market.

Case Study Highlight
GI Bletchley

Mapping Credit Risk Across 14,171 Borrowers in Real Time

GIA built a production AI surveillance platform covering every BDC borrower in the US market — delivering consensus pricing, pattern detection, and CRITICAL-status alerts across 150 lenders.

GI Bletchley · Live Surveillance Live
CRITICAL Tessera Holdings · BDC divergence
28.7¢ ↔ 99.9¢
Borrowers covered14,171
Reporting BDCs150
Bletchley Consensus Mark · 24h Δ+0.42¢
Validated SIMONS patterns35
The GIA Approach

Building custom AI solutions to transform your business.

Five deliberate stages. Senior engineers from start to handoff.

Step 01

Detailed Project Scoping

We define the problem precisely, agree on measurable success criteria, and scope the build with accurate time and cost estimates. No surprises.

Step 02

Custom-Built AI Software

Senior engineers — not graduates, not offshore teams — embedded with your team to ship a production system. One defined outcome per engagement.

Step 03

Evals

Every system is tested against ground-truth data before deployment. We assemble the evaluation frameworks that let you measure, improve, and trust your AI systems over time.

Step 04

Deep Collaboration

Your domain knowledge combined with our AI engineering expertise. We work closely to build solutions that neither party could build alone.

Step 05

Deployment & Handoff

Clean code, full documentation, walkthroughs, and post-deployment support. Your team owns and maintains what we build.

Proof, Not Pitch

Built on live production systems.

Unlike consultancies that advise on AI, GIA's team has built and operates production AI systems at scale — in financial services, private credit, trading, and editorial workflows. We prove every approach on our own infrastructure before we deploy it for clients.

14,171
Borrowers under surveillance
24
Live agents · ATLAS swarm
78%
SIMONS-Credit precision
4.15×
Information lift vs. baseline
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