Samples, tests, and results—lab operations with chain of custody and instrument integration that auditors expect.

From accessioning to certificate of analysis—samples never lose their story

We implement sample intake, barcodes, and test methods with specification limits and QC rules. Instrument integration via CSV/API parsers reduces transcription; approvals and electronic signatures follow Part 11-style patterns when validation demands. Customer portals download CoAs; stability studies are optional for pharma labs.

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Laboratory Information Management System (LIMS) Development

01 // THE MANDATE

Samples, tests, and results—lab operations with chain of custody and instrument integration that auditors expect.

We implement sample intake, barcodes, and test methods with specification limits and QC rules. Instrument integration via CSV/API parsers reduces transcription; approvals and electronic signatures follow Part 11-style patterns when validation demands. Customer portals download CoAs; stability studies are optional for pharma labs.

02 // ENGINEERING

Development process

Structured phases—from discovery to launch—with clear ownership and handoff points.

Lab SOPs (weeks 1–4)

Methods, instruments, pilot lab.

Core LIMS (weeks 4–16)

Samples, tests, results, CoA.

Integration (weeks 10–20)

Instrument parsers; validation protocols.

Go-live (weeks 18–24)

Parallel runs; training; cutover.

Operate (ongoing)

Method changes; instrument swaps; audits.

03 // CAPABILITIES

Core Capability Matrix

The building blocks of your solution

Samples

accessioning, storage locations, chain of custody.

Tests

methods, specs, calculations, units.

Instruments

result import; parser versioning.

QC

control charts; OOT/OOS workflows.

Approvals

review, sign, release CoA.

Inventory

reagents, lots, expiry.

Clients

portals, billing hooks optional.

Reporting

turnaround, backlog, analyst workload.

Compliance

audit trail; electronic records.

API

ELN partners optional.

04 // DELIVERY LIFECYCLE

The strategic roadmap

Milestones and checkpoints—each phase has a clear outcome before the next begins.

Milestone 01Delivery

Weeks 1–4: Workflow map, validation scope.

Milestone 02Delivery

Weeks 5–12: Pilot throughput in LIMS.

Milestone 03Delivery

Weeks 10–18: Instrument integrations stable.

Milestone 04Delivery

Weeks 17–24: Full production reliance.

Milestone 05Delivery

Ongoing: New sites; LIMS enterprise rollup.

05 // PRODUCT SCOPING

Choosing your path

Two engagement models—start lean and iterate, or commit to a full platform build from day one.

MVP

Speed & essentialism

Phase 1
MVP: samples, tests, manual results, CoA PDF, storage, basic QC. Excludes stability, full ELN, multi-site enterprise. Proves lab adoption.
Recommended

Full product

Enterprise maturity

All-in
Enterprise LIMS: stability, ELN integration, multi-site, regulatory packages.

06 // PARTNERSHIP

Why work together

A single accountable partner across strategy, build, and go-live—not a revolving door of vendors.

John Hambardzumian
Direct collaboration

End-to-end ownership: discovery, architecture, implementation, and launch—with clear communication and production-grade engineering.

  • Discovery & alignment
  • Systems that scale
  • Implementation depth
  • Clear comms

07 // CLARITY

Frequently asked

Workflows support accreditation evidence; consultants validate procedures.

Ready to start?

Tell me about your product goals and timeline—I'll respond with a clear path forward.