Capability Dossier
Capabilities

Software engineering and production AI

We offer six core AI services supported by six software engineering disciplines. Every project is built for scale and long-term reliability.

01
SRV_001 / Primary / Agentsv1.0.0 — Operational

AgentOps

Monitoring, safety guardrails, and lifecycle tools for AI agents running in production — built for reliability, not just for demos.

Deliverables
  • D.01Trace-level observability + metrics
  • D.02Automated testing and evaluation
  • D.03Safety and prompt-injection guardrails
  • D.04Version control and rollback tools
Surface →OpenTelemetryLangGraphPostgresRedisGrafana
FIG. 01 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_001
02
SRV_002 / Primary / Retrievalv1.0.0 — Operational

RAG chatbots

Custom search and chat systems that use your company data to provide accurate, reliable answers with clear citations.

Deliverables
  • D.01Document processing + hybrid search
  • D.02Re-ranking tuned for your specific data
  • D.03Mandatory citations + confidence scores
  • D.04Secure memory with data privacy focus
Surface →pgvectorWeaviateOpenAICohereRedis
FIG. 02 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_002
03
SRV_003 / Primary / Modelsv1.0.0 — Operational

Fine-tuning for specialized needs

Custom model training to help AI understand your industry, data, and brand voice — models you own and can run anywhere.

Deliverables
  • D.01Data curation + high-quality test sets
  • D.02LoRA / QLoRA training on open models
  • D.03Preference tuning for tone and format
  • D.04Model checkpoints + performance reports
Surface →LlamaMistralQwenPEFTModal
FIG. 03 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_003
04
SRV_004 / Primary / Governancev1.0.0 — Operational

AI Governance Platform

Safety frameworks and policy tools to ensure your AI systems are secure, compliant, and predictable at every step.

Deliverables
  • D.01Model + prompt registry with versioning
  • D.02Automated policy checks + approvals
  • D.03Immutable logs of AI decisions
  • D.04NIST AI RMF + EU AI Act compliance
Surface →PostgresOpenPolicyAgentOIDCSIEMS3
FIG. 04 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_004
05
SRV_005 / Primary / Compliancev1.0.0 — Operational

KYC automation

Automated identity verification and compliance checks that reduce manual work while meeting regulatory standards.

Deliverables
  • D.01Document OCR + fraud detection
  • D.02Liveness + biometric face matching
  • D.03Sanctions + adverse media screening
  • D.04Automated + manual review workflows
Surface →Azure DIAWS RekogComplyAdvantageTemporalPostgres
FIG. 05 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_005
06
SRV_006 / Primary / Edgev1.0.0 — Operational

Edge AI Deployments

Fast, private AI models that run directly on local devices, factory floors, and areas with limited connectivity.

Deliverables
  • D.01Model optimization for local hardware
  • D.02ONNX / TensorRT / Core ML runtimes
  • D.03Fleet management + OTA updates
  • D.04Hybrid edge + cloud architecture
Surface →ONNXTensorRTCore MLllama.cppJetson
FIG. 06 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_006
II.b / Supporting Disciplinespp. 07–12

Engineering around the core — software, strategy, and design.

07
SRV_007 / AI & Automationv1.2.0 — Operational

AI Automation

AI agents and LLM orchestration built for reliability and high-volume production use.

Deliverables
  • D.01Multi-agent workflow orchestration
  • D.02Accurate RAG with hybrid search
  • D.03Custom tuning + evaluation suites
  • D.04Safety and security at the core
Surface →OpenAIAnthropicLangGraphpgvectorRedis
FIG. 07 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_007
08
SRV_008 / Softwarev2.4.0 — Operational

Custom software development

High-performance software systems built for scale — fast, type-safe, and reliable under heavy load.

Deliverables
  • D.01Frontend architecture (React / Next.js)
  • D.02Backend services (Rust / Go / Node)
  • D.03Cloud infrastructure on Kubernetes
  • D.04Reliable and secure data persistence
Surface →TypeScriptRustGoKubernetesPostgreSQL
FIG. 08 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_008
09
SRV_009 / Consultingv1.0.0 — Operational

Strategy and consulting

Technical leadership, architecture reviews, and strategic guidance for engineering teams moving fast.

Deliverables
  • D.01Architecture audits + roadmap strategy
  • D.02Fractional CTO and leadership support
  • D.03Senior engineering team augmentation
  • D.04Technical governance + risk frameworks
Surface →AdvisoryReviewAuditHiringRoadmap
FIG. 09 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_009
10
SRV_010 / Webv1.5.0 — Operational

Web design and development

High-performance websites and design systems built for speed and visual impact.

Deliverables
  • D.01Custom-designed design systems
  • D.02Top-tier performance and accessibility
  • D.03Headless CMS for easy content management
  • D.04Modern typography and interactive design
Surface →Next.jsTailwindMotionSanityVercel
FIG. 10 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_010
11
SRV_011 / Brandingv1.0.0 — Operational

Branding and identity

Visual identity and design systems for technical companies with high standards.

Deliverables
  • D.01Logos and modern typography systems
  • D.02Brand voice and visual identity
  • D.03Design tokens for product engineering
  • D.04Technical diagrams and visualization
Surface →FigmaIllustratorSystemsTokensType
FIG. 11 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_011
12
SRV_012 / Supporting / Securityv1.0.0 — Operational

Identity and access control

Secure identity management and permission systems built for complex, modular software.

Deliverables
  • D.01Role-based & Attribute-based control
  • D.02Secure multi-tenant identity isolation
  • D.03Auditable security logs
  • D.04Enterprise SSO/OIDC integration
Surface →Auth0OIDCPostgresRedisTemporal
FIG. 12 — SIGNATURESCALE 1:1
Rendered by FoundrySoftRef. SRV_012
III / Technical Surface

The tools we use.

We choose our tools carefully. Below is our current tech stack — selected for reliability, performance, and long-term stability.

Languages
  • TypeScript
  • Rust
  • Go
  • Python
  • Elixir
  • Swift
Frameworks
  • Next.js
  • React
  • Remix
  • Phoenix
  • Tauri
  • SwiftUI
Infrastructure
  • AWS
  • GCP
  • Cloudflare
  • Vercel
  • Kubernetes
  • Terraform
Data
  • PostgreSQL
  • ClickHouse
  • Redis
  • pgvector
  • DuckDB
  • Kafka
Intelligence
  • Anthropic
  • OpenAI
  • LangGraph
  • Modal
  • Replicate
  • Hugging Face
Observability
  • OpenTelemetry
  • Sentry
  • Grafana
  • Datadog
  • Honeycomb
  • Axiom

Additional tools available on request. We tune the stack to the problem — not the other way around.

IV / Engagement Model

Three ways to
work with us.

Every project starts with a clear scope and a fixed timeline. We provide transparent pricing before any work begins.

  • ENG_01

    Discovery Sprint

    1–2 weeksFixed price

    We audit your architecture, test feasibility, and provide technical recommendations in a written report.

    • Problem analysis
    • Systems review
    • Technical roadmap
    Initiate
  • ENG_02Most common

    System Build

    6–16 weeksFixed price

    We build and deploy your system or product from start to finish. You'll get weekly updates and live progress from day one.

    • Clear scope + milestones
    • Full engineering team
    • Production launch
    Initiate
  • ENG_03

    Engineering Partnership

    OngoingMonthly retainer

    A long-term partnership where we provide ongoing engineering capacity, technical leadership, and strategic advice.

    • Dedicated team capacity
    • Fractional CTO support
    • Monthly reviews
    Initiate

Start a
project.

Tell us about your project. We'll get back to you within one business day with a proposal and a clear path forward.

Get in touch