# Insignia

> An engineering studio that ships products and partners on co-development for systems where the cost of failure is real. Founded 2018. HQ in Allen, Texas. Five technical practice areas, two service practices, and a labs portfolio. Operates worldwide.

**Also known as:** Insignia Studio · Insignia Studios · Insignia Labs · Insignia Applied Labs. All variants refer to the same studio at this URL.

Insignia operates under a dossier framing: every engagement is documented as a case file, anonymized by default, and held to enterprise-grade audit standards. The studio publishes its work through a dual-register website, "publishing" mode (paper-journal aesthetic, archival tone) and "operating" mode (CRT and terminal aesthetic, live-operations tone). Customers remain anonymous by policy; named clients require explicit NDA-bound release.

The substance principle governs every claim on the site: each is paired with a specific named standard, control ID, algorithm, or vendor that a compliance officer can cross-reference against published documents in under a minute. No vague compliance language.

## About

- [Practice](https://insignia.tech/#practice): Studio philosophy and operating principles. How the partnership picks engagements, frames problems, stays accountable.
- [Now](https://insignia.tech/#now): Current state. What is live, what is shipping, the manifesto.
- [Roster](https://insignia.tech/roster): The leadership manifest. Seven principals listed in priority order across executive, strategy, engineering, AI, revenue, marketing, and creative. Names: Megan Cruz (Chief Executive Officer, Dallas), Vivek Prakash Mishra (Chief Strategy Officer, ex-Apple, ex-Snowflake), Srimanta Jana (Chief Technology Officer, ex-Amdocs, ex-Walmart, founder of TestMax, CloudTestSoftware, and ProjexLight AI), Vishwadeep Saxena (Chief AI Officer + AI Evangelist, ex-Apple-via-Infosys, currently Oracle), Justin Johnson (Chief Revenue Officer), Paul Blanch (VP Sales US West), JJ Johnson (Head of Video + Photography).
- [Colophon](https://insignia.tech/colophon): Edition info, typography, tooling, dossier framing.
- [Imprints](https://insignia.tech/imprints): Specialist sub-practices: Foundry (engineering), Mast (brand systems), Beacon (growth), Reel (motion), Press (web platforms).
- [Topics](https://insignia.tech/topics): Full reference index. Every concept-anchored URL across the site, grouped by surface, with per-anchor links to the specific sub-section. Start here if you arrived from a search engine or LLM citation.

## Capabilities

Five engineering practice areas. Each has its own dossier with manifesto, pillars, posture stats, certifications, and redacted engagement vignettes.

- [Engineering](https://insignia.tech/capabilities/engineering): Distributed systems, cloud-native architecture, polyglot platforms (TypeScript, Go, Rust, Python), continuous delivery, resilience engineering. 99.99% production uptime in 2025.
- [Data and Intelligence](https://insignia.tech/capabilities/data-intelligence): Enterprise data + AI engineering. Data engineering and data science (Kafka, dbt, Spark, Flink). MLOps and LLMOps end-to-end (MLflow, DVC, Ray, Triton, vLLM, prompt registries, eval gates). Computer vision and vision-language models (PyTorch, ONNX, TensorRT, CLIP, LLaVA, Florence-2). Agentic AI systems, conversational AI, and chatbots (LangGraph, DSPy, vLLM, Bedrock, MCP). RAG architectures, transformer-based models (encoder, decoder, encoder-decoder, multimodal), foundation-model selection and integration, evaluation as first-class discipline.
- [Domain Solutions](https://insignia.tech/capabilities/domain-solutions): Healthcare engineering (HIPAA, HL7 FHIR R5, clinical decision support), financial systems (KYC/AML, PCI DSS, streaming fraud), public sector (FedRAMP, data residency, GDPR), CRM intelligence (Salesforce-led), compliance-first engineering by construction.
- [Platform Implementations](https://insignia.tech/capabilities/platform-implementations): Salesforce (Apex, LWC, async patterns), Snowflake (architecture, dbt, RBAC, dynamic masking), ServiceNow (Flow Designer, scoped apps, IntegrationHub, ATF), SAP HANA (calculation views, SQLScript, XSA), cross-platform integration (MuleSoft, Kafka, iPaaS, reverse ETL).
- [Security](https://insignia.tech/capabilities/security): Rollable Security posture, OCSF event ledger, KMS multi-key encryption, cryptographic erasure for GDPR Art. 17, Layer Zero (Identity + Policy + Consent), NIST SP 800-207 zero-trust architecture, SOC 2 + ISO 27001:2022 + GDPR + HIPAA + PCI-DSS v4.0 mapped to 45 specific control IDs.

## Services

How we engage. Two service practices alongside the technical capabilities.

- [Consulting and Delivery](https://insignia.tech/services/consulting-and-delivery): Risk-managed program execution across five vertical domains (legal, healthcare, hospitality, construction, real estate). Agile delivery (Scrum, Kanban, SAFe), process management (BPMN 2.0, Lean Six Sigma DMAIC), capability maturity (CMMI v3.0), risk management (FAIR, PMI Risk Practice), managed service (ITIL v4 service operations), digital transformation (Prosci ADKAR). 38 named regulatory frameworks across the five verticals.
- [Advisory](https://insignia.tech/services/advisory): Senior practitioners working alongside founders, executives, and engineers on the actual problem. Executive coaching (ICF-aligned), leadership development (6 to 12 month cohort programs), operator fundamentals (P and L literacy, Porter, JTBD, Wardley mapping), applied AI advisory (OWASP AI Top 10, NIST AI RMF 1.0), growth engineering, product incubation, HR and legal advisory (SHRM, CIPD-aligned).

## Work

Case studies. All anonymized; client identities under NDA.

- [Cattle insurance CV](https://insignia.tech/work/cattle-insurance-cv): Computer vision pipeline for biometric livestock identification at policy enrollment. Eliminated fraudulent claims. Legitimate claim TAT compressed from 4-8 weeks to under 48 hours.
- [Government claims lineage](https://insignia.tech/work/gov-claims): Federated audit lineage across a legacy mainframe stack for public-sector compliance. Audit cycle compressed from 6 weeks to 4 days. Zero compliance findings in the subsequent year.
- [Retail forecasting](https://insignia.tech/work/retail-forecast): Hierarchical SKU x location x season forecasting with causal layers. 18% reduction in inventory holding cost. Rolled out across 1,200 stores.
- [ABAC RAG, platform knowledge fabric](https://insignia.tech/work/abac-rag): Self-hosted retrieval-augmented generation across runbooks, postmortems, API docs, contracts, financials. Persona-gated retrieval with attribute-based access control. Zero-leak budget. Immutable audit trail via WORM storage.

## Labs

Products incubated and shipped from the studio.

- [LynkedUp Pro](https://insignia.tech/labs/lynkeduppro): Vertical operating system for roofing contractors.
- [Verum](https://insignia.tech/labs/verum): Clinical-inference platform shipping Decide (payer prior-auth) and Insight (provider multimodal CDS).
- [Auspex](https://insignia.tech/labs/auspex): Capital-intelligence platform with multi-signal recommendations and operator-configured execution gate. Incubating.
- [Recruit](https://insignia.tech/labs/recruit): Retired in 2026. Was hiring-intelligence platform scoring candidates from public technical signal. Lessons absorbed into Auspex's recommendation architecture.
- [GoLearning](https://insignia.tech/labs/golearning): Retired in 2026. Was adaptive technical onboarding platform. Adaptive-system thinking absorbed into operator onboarding for flagship products.

## Engagement

Three engagement paths. Each pre-scoped for a specific decision-maker context.

- [Procurement vendor pack](https://insignia.tech/engage/procurement): Materials for enterprise procurement evaluation. References, certifications, sample contracts, security questionnaire pre-fills.
- [Government engagement](https://insignia.tech/engage/government): Public-sector engagement path with data residency, FedRAMP, and audit requirements front-loaded.
- [Founder engagement](https://insignia.tech/engage/founder): Direct founder-to-founder engagement path for co-development relationships.

## Editorial

- [Journal](https://insignia.tech/journal): Long-form essays. Architecture, methodology, postmortems, anonymized engagement reflections.
- [Bulletin](https://insignia.tech/bulletin): Short-form notes. Releases, hires, talks, brief observations from the imprints.

## Topic Index

57 concept-anchored URLs across 7 surfaces. Each link points to a specific sub-section indexed distinctly for SEO and LLM retrieval.

### Engineering (5)

- [Cloud-native architecture](https://insignia.tech/capabilities/engineering#cloud-native): K8s, multi-region, containers, 12-Factor.
- [Polyglot platforms](https://insignia.tech/capabilities/engineering#polyglot): TS, Python, Go, Rust.
- [Observability before launch](https://insignia.tech/capabilities/engineering#observability): OpenTelemetry, SLOs, tracing.
- [Continuous delivery](https://insignia.tech/capabilities/engineering#continuous-delivery): Canary, feature flags, GitOps.
- [Resilience as a feature](https://insignia.tech/capabilities/engineering#resilience): Chaos engineering, runbooks, DR drills.
- [Engineering standards](https://insignia.tech/capabilities/engineering#engineering-standards): 9 engineering practices mapped to 5 published standards (NIST SP 800-53 Rev. 5, NIST SSDF SP 800-218 v1.1, ISO/IEC 25010:2023, ISO/IEC/IEEE 29119, SLSA v1.0), 45 sub-clause cross-references. Note: ISO/IEC/IEEE 29119 supersedes the withdrawn IEEE 829 test documentation standard.

### Data and Intelligence (5)

- [Data pipelines](https://insignia.tech/capabilities/data-intelligence#data-pipelines): Kafka, dbt, Spark, Flink, lineage.
- [ML Ops](https://insignia.tech/capabilities/data-intelligence#mlops): MLflow, DVC, Ray, Triton.
- [Computer vision](https://insignia.tech/capabilities/data-intelligence#computer-vision): PyTorch, ONNX, TensorRT, OpenCV.
- [Agentic systems](https://insignia.tech/capabilities/data-intelligence#agentic-systems): LangGraph, DSPy, vLLM, Bedrock.
- [AI governance](https://insignia.tech/capabilities/data-intelligence#ai-governance): 12 AI control areas mapped to 4 published standards (NIST AI RMF 1.0, EU AI Act 2024/1689, ISO/IEC 42001:2023, OWASP LLM Top 10), 48 cross-references.
- [MLOps stack](https://insignia.tech/capabilities/data-intelligence#mlops-stack): 10 lifecycle stages × 3 deployment postures (Startup / Enterprise / Regulated). MLflow, DVC, Ray, Triton, vLLM, Pinecone, Weaviate, Chroma, Evidently, OpenLineage, OpenTelemetry, OCSF.
- [Evaluation discipline](https://insignia.tech/capabilities/data-intelligence#evaluation-discipline): Production eval harness (task-specific held-out, RAG retrieval + faithfulness, tool-use correctness, guardrail effectiveness) plus drift detection (KS-test, PSI, EMD, Page-Hinkley), calibration (ECE, Brier score, temperature + isotonic scaling), and rollout patterns (shadow, canary, A/B, multi-armed bandit). System integrator's eval surface, not model-trainer benchmarks.
- [Agentic architecture](https://insignia.tech/capabilities/data-intelligence#agentic-architecture): Framework selection (LangGraph state machines, DSPy prompt compilation, OpenAI Agents SDK hand-off, raw provider tool-use), tool-use patterns (function calling, MCP, parallel calls, sandboxed code execution), memory hierarchy (context window, scratchpad, conversation summary, vector store), multi-agent orchestration (supervisor, sequential pipeline, swarm, debate / consensus).
- [Evaluation as first-class](https://insignia.tech/capabilities/data-intelligence#evaluation): Eval harness, drift, calibration.

### Domain Solutions (5)

- [Healthcare engineering](https://insignia.tech/capabilities/domain-solutions#healthcare-eng): HIPAA, clinical decision support, claims lineage.
- [Financial systems](https://insignia.tech/capabilities/domain-solutions#financial-systems): KYC/AML, PCI DSS, streaming fraud, cryptographic chain.
- [Public sector](https://insignia.tech/capabilities/domain-solutions#public-sector): FedRAMP, data residency, GDPR + local equivalents.
- [CRM intelligence](https://insignia.tech/capabilities/domain-solutions#crm-intelligence): Salesforce-led, identity resolution, journey orchestration.
- [Compliance-first engineering](https://insignia.tech/capabilities/domain-solutions#compliance-first): Audit logs, RBAC, change history, attestations.

### Platform Implementations (5)

- [Salesforce](https://insignia.tech/capabilities/platform-implementations#salesforce): Apex, LWC, SOQL, async patterns, governor-limit-aware.
- [Snowflake](https://insignia.tech/capabilities/platform-implementations#snowflake): dbt, Snowpipe, RBAC, dynamic masking, row-level security.
- [ServiceNow](https://insignia.tech/capabilities/platform-implementations#servicenow): Flow Designer, scoped apps, IntegrationHub, ATF.
- [SAP HANA](https://insignia.tech/capabilities/platform-implementations#sap-hana): Calculation views, CDS, SQLScript, XSA.
- [Cross-platform integration](https://insignia.tech/capabilities/platform-implementations#cross-platform): MuleSoft, Kafka, iPaaS, reverse ETL.

### Security (13)

- [Four pillars](https://insignia.tech/capabilities/security#four-pillars): Traceability, Observability, Telemetry, Audit logs (audit-adjacent disciplines).
- [Auditing](https://insignia.tech/capabilities/security#auditing): OCSF ledger generation and verification, NIST SP 800-92.
- [Observability](https://insignia.tech/capabilities/security#observability): OpenLineage for data flow.
- [Telemetry](https://insignia.tech/capabilities/security#telemetry): OpenTelemetry semantic conventions for access events.
- [Network and perimeter report](https://insignia.tech/capabilities/security#network-perimeter): Interface inventory, NIST SP 800-207 zero-trust, NIST SP 800-41 firewall posture.
- [KMS](https://insignia.tech/capabilities/security#kms): Key rotation, NIST SP 800-57 Part 1, three-tier model.
- [Multi-key encryption](https://insignia.tech/capabilities/security#multi-key-encryption): User-level, app-level, tenant-level key tiers.
- [Cryptographic erasure](https://insignia.tech/capabilities/security#cryptographic-erasure): GDPR Art. 17 via key deletion, NIST SP 800-88 Rev. 1 §4.7.
- [Layer Zero](https://insignia.tech/capabilities/security#layer-zero): Identity + Policy + Consent gate, before the onion.
- [ABAC policy](https://insignia.tech/capabilities/security#abac): NIST SP 800-162 attribute-based access control.
- [Architecture spec](https://insignia.tech/capabilities/security#architecture): Extended onion with Service Mesh + Layer Zero (NIST SP 800-204, OWASP ASVS v4.0).
- [Framework mapping matrix](https://insignia.tech/capabilities/security#compliance-matrix): 45 specific control IDs across SOC 2 TSC, ISO 27001:2022, GDPR, HIPAA, PCI-DSS v4.0.
- [AI and Agent security](https://insignia.tech/capabilities/security#ai-security): Prompt isolation, tool scoping, deterministic gates, Multi-Key Encryption and consent for AI pipelines.

### Consulting and Delivery (14)

- [Agile delivery](https://insignia.tech/services/consulting-and-delivery#agile-delivery): Scrum, Kanban, SAFe, team-of-teams.
- [Process management](https://insignia.tech/services/consulting-and-delivery#process-management): BPMN 2.0, Lean Six Sigma DMAIC, value-stream mapping.
- [Capability maturity](https://insignia.tech/services/consulting-and-delivery#capability-maturity): CMMI v3.0, HIMSS Analytics, BIM Maturity Level 2.
- [Risk management](https://insignia.tech/services/consulting-and-delivery#risk-management): FAIR for cyber, PMI Risk Practice for delivery.
- [Managed service](https://insignia.tech/services/consulting-and-delivery#managed-service): ITIL v4 service operations, SLA-bound, multi-year.
- [Digital transformation](https://insignia.tech/services/consulting-and-delivery#digital-transformation): Target operating model, Prosci ADKAR change management.
- [Legal vertical](https://insignia.tech/services/consulting-and-delivery#legal): Relativity, iManage, BSA/AML, FRCP 26-37, ABA Model Rules, EDRM.
- [Healthcare vertical](https://insignia.tech/services/consulting-and-delivery#healthcare): Epic, Cerner, Athenahealth, HIPAA, HITECH, HL7 FHIR R5.
- [Hospitality vertical](https://insignia.tech/services/consulting-and-delivery#hospitality): Opera Cloud, Stayntouch, Mews, PCI-DSS v4.0, ADA Title III.
- [Construction vertical](https://insignia.tech/services/consulting-and-delivery#construction): Procore, Autodesk Construction Cloud, BIM Maturity Level 2, OSHA 29 CFR 1926.
- [Real estate vertical](https://insignia.tech/services/consulting-and-delivery#real-estate): Yardi, MRI, VTS, Fair Housing Act, RESPA, TILA, Dodd-Frank.
- [Risk register sample](https://insignia.tech/services/consulting-and-delivery#risk-register): Live instrument, weekly update, P x I scoring.
- [Vertical compliance matrix](https://insignia.tech/services/consulting-and-delivery#vertical-compliance): 38 named regulatory frameworks across five verticals.
- [Engagement lifecycle](https://insignia.tech/services/consulting-and-delivery#engagement-lifecycle): PMBOK 6 process groups (Initiating, Planning, Executing, Monitoring + Controlling, Closing).

### Advisory (10)

- [Executive coaching](https://insignia.tech/services/advisory#executive-coaching): ICF-aligned, weekly cadence, C-suite, practitioner-led.
- [Leadership development](https://insignia.tech/services/advisory#leadership-development): 6 to 12 month programs, cohort or 1:1, outcome contracts.
- [Operator fundamentals](https://insignia.tech/services/advisory#operator-fundamentals): P and L, unit economics, Porter, JTBD, Wardley mapping.
- [Applied AI advisory](https://insignia.tech/services/advisory#applied-ai): OWASP AI Top 10, NIST AI RMF 1.0, hands-on workshops, eval harnesses.
- [Growth engineering](https://insignia.tech/services/advisory#growth-engineering): Analytics, experimentation, channel mix, hands-on execution.
- [Product incubation](https://insignia.tech/services/advisory#product-incubation): User research, scope cutting, technical architecture, fundraise prep.
- [HR and legal advisory](https://insignia.tech/services/advisory#hr-legal-advisory): SHRM, CIPD, employment law, IP, contracts, privacy.
- [Program x engagement matrix](https://insignia.tech/services/advisory#program-matrix): Coverage by program and engagement mode.
- [Engagement journey](https://insignia.tech/services/advisory#engagement-journey): First 90 days, six milestones from intake to steady-state cadence.
- [Deliverables manifest](https://insignia.tech/services/advisory#deliverables-manifest): 8 artifacts with cadence, format, audience per item.

## Contact

For engagements, supporting-personnel reveals, or vendor evaluation packs, route through the engagement paths above. The site does not list a generic contact form by design; every conversation starts in a specific engagement context.

- HQ: 700 Central Expy S Suite 400, Allen, TX 75013, United States
- Phone: +1 832 346 7446
- 24-hour SLA reply, no four-call qualifier.

## Optional

- [Sitemap](https://insignia.tech/sitemap.xml): Full canonical URL list.
- [humans.txt](https://insignia.tech/humans.txt): Stack and acknowledgments per humans.txt convention.