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FDE · AI agents · Custom software

Engineering for your business.
Built alongside your team.

Custom AI agents and software, shaped around the work you need to improve.

GADE combines expertise in custom software development and AI agent system design with extensive experience delivering AI solutions. Our domain experts help define the right problems and design solutions for your industry. Through Forward Deployed Engineering (FDE), we work alongside your team to build, integrate, and support those solutions.

Discuss your business challenge See what we can build
  • Embedded engineersWork directly with your team
  • Domain expert consultingSpecialist insight for the problem
  • Connected systemsFit your tools, data, and workflows
  • End-to-end deliveryDiscover, build, deploy, and support

Core services

The team and technology
to move your business forward.

FDE services

Engineers work alongside your business and technology teams, with domain specialists brought into discovery and review. Together, we turn operational problems into working systems.

Problem discovery · Hands-on delivery · Continued iteration

Custom AI agent development

Build agents around your knowledge, tools, and business rules. Task execution, evaluation, permissions, and human review are part of the design.

Knowledge & tools · Agent workflows · Evaluation

Software & engineering support

Develop business applications, internal platforms, and integrations. Add a delivery team or engineering capacity to build and improve the software your business needs.

Custom applications · Integrations · Development resources

Specialist consulting is scoped to the problem. Security, deployment, and operating controls are designed with your team.

Capability matrix

What we can build.

Examples of custom solutions: a business system, an AI agent, or both. Each is shaped around your team’s needs.

Privacy & compliance

Business system
Request intake, deadlines, approvals, and evidence.
AI agent
Triage requests and draft review checklists for approval.

Scientific research

Business system
Research workspaces connected to data and tools.
AI agent
Review literature, run analysis, and organize findings.

Training data & benchmarks

Business system
Expert annotation, datasets, and benchmark dashboards.
AI agent
Run evaluations and compare outputs, rewards, and traces.

HR & talent discovery

Business system
Role briefs, candidate pipelines, and recruiter workspaces.
AI agent
Analyze hiring needs, find CVs from approved sources, and summarize candidates.

Enterprise knowledge

Business system
A knowledge base connected to permissioned sources.
AI agent
Answer questions with references and surface missing information.

Operations platforms

Business system
Track orders, tasks, approvals, and team handoffs.
AI agent
Flag exceptions, prepare updates, and suggest next actions.

Decision centers

Business system
Bring business metrics and scenario views into one place.
AI agent
Explain changes and prepare evidence-backed decision briefs.

Customer service

Business system
A shared workspace for tickets and service history.
AI agent
Classify requests and draft replies for team review.

Illustrative applications. The cases below show selected delivered work; AI-assisted reviews and decisions remain with your team.

Our work

Selected delivery cases

Two examples of domain knowledge translated into custom engineering. Client identities remain confidential.

01 / AI Agent · Evaluation engineeringA well-known enterprise

Scientific agent evaluation

Scientific tasks needed consistent instructions, runtime environments, and scoring. We coordinated expert annotation and built task packages, reward scripts, and rollout workflows informed by the public Terminal-Bench-Science benchmark.

  • Expert task annotation
  • Containerized rollout workflows
  • Reward scripts & evaluation records

FDE in practice Engineers and domain experts aligned task requirements, execution constraints, and scoring together.

From expertise to evaluationSimplified delivery view
  1. Expert tasksInstructions & output contracts
  2. EnvironmentContainerized data & tools
  3. RolloutAgent execution & artifacts
  4. RewardArtifact checks & scoring
  5. RecordsEvidence for expert review

Evaluation boundary Hidden grading assets are available to reward evaluation and kept separate from the agent environment.

Engineering detail

Task and grader contracts are checked together; rollout artifacts and scoring logs support expert review. Public reference: Terminal-Bench-Science.

02 / Custom software · Privacy operationsA well-known enterprise

Data Subject Request platform

Privacy requests crossed business, HR, privacy, and IT teams. We built a custom platform for consumer and employee requests, with shared responsibilities, deadlines, evidence, and controlled access to personal data.

  • Request routing & team workspaces
  • Deadlines, evidence & audit history
  • SSO, permissions & personal-data controls

FDE in practice Engineers mapped real team responsibilities into routing, permissions, and evidence requirements.

A workflow across teamsSimplified delivery view
  1. IntakeConsumer or employee request
  2. Business / HRInitial review
  3. PrivacyPrivacy team or DPO review
  4. ITRequest processing
  5. VerifyResults & supporting evidence
  6. Response recordsFeedback & completion evidence

OIDC SSO Role & scope permissions Audit history

Engineering detail

Encrypted fields and masked views control personal-data access. Workflow transitions and audit records share a transaction, with private file storage and an outbox for team notifications.

Let’s build together

What does your team
need to build?

Tell us about the process, agent, or software you have in mind. We’ll bring engineering and relevant domain expertise to the conversation.

A senior team member reviews your enquiry and replies, typically within one business day.

contact@gadeinnovations.com

Discuss your business challenge. Choose the support you need; a detailed brief can come later.

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  • Reviewed by a senior team member
  • Reply typically within one business day
  • NDA available before details are shared