Forward deployed AI for SMBs

Local AI, deployed into the way you work.

ForkLocal is the model-layer implementation partner for small and medium businesses. We design, deploy and manage coding and productivity agents—on your hardware or inside your own VPC.

FDE / DEPLOYMENT 01 CUSTOMER VPC

ACTIVE WORKLOAD

Productivity agentsMANAGED
42tokens / sec
MODEL ROUTEOpen + API
ENVIRONMENTPrivate VPC
OWNERForkLocal FDE
Implemented, monitored and improved end to end
OPEN OR FRONTIER. LOCAL OR VPC. YOURS.
GemmaQwenOpenAI OSSLlamaMistral

WHY FORKLOCAL

Control the model layer.
Own the outcome.

We are not tied to a frontier provider. We find the right mix of open and proprietary models, then make it dependable in the environment you control.

Deployment choice

Run locally, in your own VPC or through a considered hybrid—based on the workload, not a sales target.

End-to-end ownership

One implementation partner from first benchmark to agent rollout, governance and ongoing operations.

Provider flexibility

Use Gemma, Qwen, OpenAI OSS and other models alongside frontier APIs without being trapped by one provider.

WHAT WE DO

From first idea
to agents at work.

01

Free assessment & solution design

We assess the workflow, data, infrastructure and economics at no cost—then give you a clear architecture and quote before development starts.

Assessment · Architecture · Fixed quote
02

Coding & productivity agents

We deploy and manage practical agent systems—from coding agents to OpenWork, Cowork, GPT Business and the workflows around them.

Agent setup · Integration · Governance
03

Model-layer implementation

We select, benchmark and optimise the model layer for productivity use cases—across frontier APIs and open-source models, without provider lock-in.

Model selection · Routing · Inference tuning
04

Managed FDE service

When the need is ongoing, we place a dedicated Forward Deployed Engineer into your operation to run, improve and support the system after launch.

Embedded engineer · Operations · Continuous improvement

FDE AS A SERVICE

An AI engineer embedded in your outcome—not another hand-off.

For businesses with enough ongoing demand, we provide a dedicated Forward Deployed Engineer who stays accountable for adoption, reliability and continuous improvement after the initial build.

01
Dedicated ownership

A named engineer who understands your systems, users and model stack.

02
Transparent commercial model

The FDE is billed to your business, with ForkLocal taking only a minimum operating margin.

03
Built for the long run

Monitoring, optimisation, new use cases and team enablement continue beyond go-live.

OUR APPROACH

Start small.
Prove value.
Scale with confidence.

We begin with a free assessment and a free quote. You get evidence before investment, a working system before a transformation programme, and an operating model that fits your team.

  1. 01
    Assess for free

    Find the highest-value workflow and receive a clear scope and quote before development.

  2. 02
    Benchmark

    Test models and hardware against your real data and quality bar.

  3. 03
    Build with leverage

    Use eligible cloud-startup credits to reduce the cost of a prototype or proof of concept.

  4. 04
    Operate your way

    Hand over to your team or keep a ForkLocal FDE embedded for ongoing support.

CLOUD ECOSYSTEMS

We work across the major cloud platforms and their startup ecosystems, helping eligible customers access credits for PoCs and prototypes.

BUILT FOR REAL WORK

Agents for real work.

01

Coding agents

Deploy secure agents for code generation, review, testing and engineering workflows inside your environment.

02

Productivity agents

Implement OpenWork, Cowork, GPT Business and comparable tools around the way your teams already operate.

03

Private knowledge & workflow

Connect internal documents and systems without moving sensitive business context outside your control.

04

Model optimisation

Benchmark, route, quantise and tune open or frontier models for better quality, latency and unit economics.

FREE ASSESSMENT + FREE QUOTE

Bring us the productivity workflow you want AI to improve.

We’ll assess the fit, recommend a local or VPC architecture, and provide a clear quote before any development work begins.

Book your free assessment No commitment. No provider bias. Just a practical view of the opportunity.